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Vincent Liu, MD, MS

TitleResearch Scientist III
InstitutionKaiser Permanente Northern California
DepartmentDivision of Research
Address2000 Broadway
Oakland CA 94612
ORCID ORCID Icon0000-0001-6899-9998 Additional info
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    Other Positions
    TitleRegional Director, Hospital Advanced Analytics, for The Permanente Medical Group
    InstitutionKaiser Permanente Northern California
    DepartmentDivision of Research


    Collapse Biography 
    Collapse education and training
    University of Pennsylvania, Philadelphia, PABA05/1997Biochemistry
    New York University, New York, NYMD5/2002Medicine
    Stanford University, Stanford, CAMSc04/2010Health Services Research
    Stanford University, Stanford, CAMSc1/2016Biomedical Informatics

    Collapse Overview 
    Collapse overview
    Vincent Liu, MD, MS, is a research scientist at the Kaiser Permanente Northern California Division of Research. Dr. Liu is board certified in internal medicine, pulmonary disease, and critical care medicine. He received his undergraduate degree from the University of Pennsylvania and his medical degree from New York University. He completed his residency training at New York University Hospitals (Bellevue) and a chief residency at Memorial Sloan-Kettering Cancer Center. He also completed a pulmonary and critical care medicine fellowship, as well as received a MS in health services research, at Stanford University. His research focuses on high-intensity medical care with a special interest in critical care research, advanced lung disease, and solid organ transplantation. He is interested in improving the long-term efficacy and efficiency of high-intensity care as well as understanding the intersection between hospital care and health information technology.

    Collapse Research 
    Collapse research activities and funding
    R01HL151607     (WALKEY, ALLAN J.)May 3, 2020 - Apr 30, 2024
    NIH
    Evaluating Routine Opioid Use during Acute Respiratory Failure
    Role: Co-Principal Investigator

    R01HS026725     (PRESCOTT, HALLIE CHRISTINE)Sep 30, 2019 - Jan 31, 2024
    NIH
    Understanding and Informing Early Hospital Antibiotic Prescribing for Potential Infection
    Role: Co-Principal Investigator

    R35GM128672     (LIU, VINCENT)Aug 1, 2018 - Jul 31, 2023
    NIH
    Identifying pre-sepsis opportunities for early, targeted intervention
    Role: Principal Investigator

    K23GM112018     (LIU, VINCENT)Aug 6, 2014 - Jul 31, 2019
    NIH
    Data-driven Precision medicine in sepsis
    Role: Principal Investigator

    F32HS019181     (LIU, VINCENT)Jul 1, 2010 - Jun 30, 2011
    NIH
    Patient safety and outcomes in sepsis
    Role: Principal Investigator

    Collapse Bibliographic 
    Collapse selected publications
    Publications listed below are automatically derived from MEDLINE/PubMed and other sources, which might result in incorrect or missing publications. Faculty can login to make corrections and additions.
    Newest   |   Oldest   |   Most Cited   |   Most Discussed   |   Timeline   |   Field Summary   |   Plain Text
    PMC Citations indicate the number of times the publication was cited by articles in PubMed Central, and the Altmetric score represents citations in news articles and social media. (Note that publications are often cited in additional ways that are not shown here.) Fields are based on how the National Library of Medicine (NLM) classifies the publication's journal and might not represent the specific topic of the publication. Translation tags are based on the publication type and the MeSH terms NLM assigns to the publication. Some publications (especially newer ones and publications not in PubMed) might not yet be assigned Field or Translation tags.) Click a Field or Translation tag to filter the publications.
    1. Martinez VA, Betts RK, Scruth EA, Buckley JD, Cadiz VR, Bertrand LD, Paulson SS, Dummett BA, Abhyankar SS, Reyes VM, Hatton JR, Sulit R, Liu VX. The Kaiser Permanente Northern California Advance Alert Monitor Program: An Automated Early Warning System for Adults at Risk for In-Hospital Clinical Deterioration. Jt Comm J Qual Patient Saf. 2022 08; 48(8):370-375. PMID: 35902140.
      Citations:    Fields:    
    2. Anesi GL, Dress E, Chowdhury M, Wang W, Small DS, Delgado MK, Bayes B, Szymczak JE, Glassman LW, Barreda FX, Weiner JZ, Escobar GJ, Halpern SD, Liu VX. Among-Hospital Variation in ICU Admission Practices and Associated Outcomes for Patients with Acute Respiratory Failure. Ann Am Thorac Soc. 2022 Jul 27. PMID: 35895629.
      Citations:    Fields:    
    3. Solomon MD, Escobar GJ, Lu Y, Schlessinger D, Steinman JB, Steinman L, Lee C, Liu VX. Risk of severe COVID-19 infection among adults with prior exposure to children. Proc Natl Acad Sci U S A. 2022 08 16; 119(33):e2204141119. PMID: 35895714; PMCID: PMC9388132.
      Citations:    Fields:    Translation:HumansCells
    4. Le ST, Kipnis P, Cohn B, Liu VX. Covid-19 Vaccination and the Timing of Surgery Following Covid-19 Infection. Ann Surg. 2022 Jul 15. PMID: 35837898.
      Citations:    Fields:    
    5. Chesley CF, Anesi GL, Chowdhury M, Schaubel D, Liu VX, Lane-Fall MB, Halpern SD. Characterizing Equity of Intensive Care Unit Admissions for Sepsis and Acute Respiratory Failure. Ann Am Thorac Soc. 2022 Jul 13. PMID: 35830576.
      Citations:    Fields:    
    6. Prescott HC, Seelye S, Wang XQ, Hogan CK, Smith JT, Kipnis P, Barreda F, Donnelly JP, Pogue JM, Iwashyna TJ, Jones MM, Liu VX. Temporal Trends in Antimicrobial Prescribing During Hospitalization for Potential Infection and Sepsis. JAMA Intern Med. 2022 Jun 27. PMID: 35759274; PMCID: PMC9237797.
      Citations:    Fields:    
    7. Trepanowski N, Chang MS, Zhou G, Ahmad M, Berry EG, Bui K, Butler WH, Chu EY, Curiel-Lewandrowski C, Dellalana LE, Ellis DL, Freeman SC, Gorrepati PL, Grossman D, Gyurdzhyan S, Kanetsky PA, Ong King AL, Kolla AM, Lian CG, Lin JY, Liu V, Lowenthal A, McCoy KN, Munjal A, Myrdal CN, Perkins S, Powers JG, Rauck C, Smart TC, Stein JA, Venna S, Walsh ME, Wang JY, Leachman SA, Swetter SM, Hartman RI. Delays in melanoma presentation during the COVID-19 pandemic: A nationwide multi-institutional cohort study. J Am Acad Dermatol. 2022 Jun 20. PMID: 35738513; PMCID: PMC9212700.
      Citations:    Fields:    
    8. Myers LC, Kipnis P, Greene J, Lawson B, Escobar GJ, Fireman BH, Klein NP, Liu VX. Adults hospitalized with breakthrough COVID-19 have lower mortality than matched unvaccinated adults. J Intern Med. 2022 Aug; 292(2):377-384. PMID: 35531712.
      Citations:    Fields:    Translation:HumansCells
    9. Clancy HA, Zhu Z, Gordon NP, Kipnis P, Liu VX, Escobar GJ. Prospective evaluation of social risks, physical function, and cognitive function in prediction of non-elective rehospitalization and post-discharge mortality. BMC Health Serv Res. 2022 Apr 29; 22(1):574. PMID: 35484624; PMCID: PMC9052530.
      Citations:    Fields:    Translation:Humans
    10. Walkey AJ, Knox DB, Myers LC, Thai KK, Jacobs JR, Kipnis P, Desai M, Go AS, Lu Y, Brown SM, Martinez A, Clancy H, Devis Y, Liu VX. Prognostic Accuracy of Presepsis and Intrasepsis Characteristics for Prediction of Cardiovascular Events After a Sepsis Hospitalization. Crit Care Explor. 2022 Apr; 4(4):e0674. PMID: 35425904; PMCID: PMC9000037.
      Citations:    
    11. Brant EB, Kennedy JN, King AJ, Gerstley LD, Mishra P, Schlessinger D, Shalaby J, Escobar GJ, Angus DC, Seymour CW, Liu VX. Developing a shared sepsis data infrastructure: a systematic review and concept map to FHIR. NPJ Digit Med. 2022 Apr 04; 5(1):44. PMID: 35379946; PMCID: PMC8979949.
      Citations:    
    12. Rao P, Jiang SF, Kipnis P, Patel DM, Katsnelson S, Madani S, Liu VX. Evaluation of Outcomes Following Hospital-Wide Implementation of a Subcutaneous Insulin Protocol for Diabetic Ketoacidosis. JAMA Netw Open. 2022 04 01; 5(4):e226417. PMID: 35389497; PMCID: PMC8990349.
      Citations:    Fields:    Translation:Humans
    13. Le ST, Liu VX, Kipnis P, Zhang J, Peng PD, Cespedes Feliciano EM. Comparison of Electronic Frailty Metrics for Prediction of Adverse Outcomes of Abdominal Surgery. JAMA Surg. 2022 Mar 16; e220172. PMID: 35293969; PMCID: PMC8928095.
      Citations: 1     Fields:    Translation:Humans
    14. Lee C, Lawson BL, Mann AJ, Liu VX, Myers LC, Schuler A, Escobar GJ. Exploratory analysis of novel electronic health record variables for quantification of healthcare delivery strain, prediction of mortality, and prediction of imminent discharge. J Am Med Inform Assoc. 2022 Mar 15. PMID: 35290460.
      Citations:    Fields:    Translation:Humans
    15. Kallen MA, Brown HE, Hatton JR, Doyle WA, Murphy R, Elliott R, Gutierrez MA, Catherwood EL, Pitman HP, Liu VX, Gershon RC. New complementary perspectives for inpatient physical function assessment: matched clinician-report and patient-report short form measures from the PROMIS adult physical function item bank. Qual Life Res. 2022 Jul; 31(7):2201-2212. PMID: 35258805; PMCID: PMC9188510.
      Citations:    Fields:    Translation:Humans
    16. Myers LC, Liu VX. The COVID-19 Pandemic Strikes Again and Again and Again. JAMA Netw Open. 2022 03 01; 5(3):e221760. PMID: 35262720.
      Citations:    Fields:    Translation:HumansCellsPHPublic Health
    17. Myers LC, Mark D, Ley B, Guarnieri M, Hofmeister M, Paulson S, Marelich G, Liu VX. Validation of Respiratory Rate-Oxygenation Index in Patients With COVID-19-Related Respiratory Failure. Crit Care Med. 2022 Feb 07. PMID: 35120044.
      Citations: 1     Fields:    Translation:Humans
    18. Bosch NA, Law AC, Bor J, Myers LC, Roubinian NH, Liu VX, Walkey AJ. Red Blood Cell Transfusion at a Hemoglobin Threshold of Seven g/dL in Critically Ill Patients: A Regression Discontinuity Study. Ann Am Thorac Soc. 2022 Feb 04. PMID: 35119978.
      Citations:    Fields:    Translation:Humans
    19. Smith JT, Sage M, Szeto H, Myers LC, Lu Y, Martinez A, Kipnis P, Liu VX. Outcomes After Implementation of a Benzodiazepine-Sparing Alcohol Withdrawal Order Set in an Integrated Health Care System. JAMA Netw Open. 2022 02 01; 5(2):e220158. PMID: 35191968; PMCID: PMC8864512.
      Citations:    Fields:    Translation:Humans
    20. Vincent BM, Molling D, Escobar GJ, Hofer TP, Iwashyna TJ, Liu VX, Rosen AK, Ryan AM, Seelye S, Wiitala WL, Prescott HC. Hospital-specific Template Matching for Benchmarking Performance in a Diverse Multihospital System. Med Care. 2021 12 01; 59(12):1090-1098. PMID: 34629424; PMCID: PMC8802232.
      Citations: 1     Fields:    Translation:Humans
    21. Anesi GL, Liu VX, Chowdhury M, Small DS, Wang W, Delgado MK, Bayes B, Dress E, Escobar GJ, Halpern SD. Association of Intensive Care Unit Admission and Outcomes in Sepsis and Acute Respiratory Failure. Am J Respir Crit Care Med. 2021 Nov 24. PMID: 34818130.
      Citations: 4     Fields:    Translation:Humans
    22. Le ST, Corbin D, Myers LC, Kipnis P, Cohn B, Liu VX. Development and Validation of an Electronic Health Record-based Score for Triage to Perioperative Medicine. Ann Surg. 2021 Nov 09. PMID: 35129497.
      Citations: 4     Fields:    
    23. Ruppel H, Liu VX, Kipnis P, Hedderson MM, Greenberg M, Forquer H, Lawson B, Escobar GJ. Development and Validation of an Obstetric Comorbidity Risk Score for Clinical Use. Womens Health Rep (New Rochelle). 2021; 2(1):507-515. PMID: 34841397; PMCID: PMC8617587.
      Citations: 1     
    24. Liu VX, Manickam RN, Greene JD, Schuler A, Kipnis P, Bhimarao M, Barreda F, Escobar GJ. Evaluation of Incident 7-Day Infection and Sepsis Hospitalizations in an Integrated Health System. Ann Am Thorac Soc. 2021 Oct 26. PMID: 34699730.
      Citations:    Fields:    Translation:Humans
    25. Capuzzo M, Amaral ACK, Liu VX. Assess COVID-19 prognosis … but be aware of your instrument's accuracy! Intensive Care Med. 2021 12; 47(12):1472-1474. PMID: 34608529; PMCID: PMC8490140.
      Citations: 1     Fields:    Translation:HumansCells
    26. Escobar GJ, Myers LC, Liu VX. Predictive Models for In-Hospital Deterioration in Ward Patients. J Hosp Med. 2021 10; 16(10):640. PMID: 34613903.
      Citations:    Fields:    Translation:Humans
    27. Weissman GE, Liu VX. Algorithmic prognostication in critical care: a promising but unproven technology for supporting difficult decisions. Curr Opin Crit Care. 2021 10 01; 27(5):500-505. PMID: 34267077; PMCID: PMC8416806.
      Citations:    Fields:    Translation:Humans
    28. Wayne MT, Seelye S, Molling D, Wang XQ, Donnelly JP, Hogan CK, Jones MM, Iwashyna TJ, Liu VX, Prescott HC. Temporal Trends and Hospital Variation in Time-to-Antibiotics Among Veterans Hospitalized With Sepsis. JAMA Netw Open. 2021 Sep 01; 4(9):e2123950. PMID: 34491351.
      Citations: 1     Fields:    Translation:Humans
    29. Garcia MA, Rucci JM, Thai KK, Lu Y, Kipnis P, Go AS, Desai M, Bosch NA, Martinez A, Clancy H, Devis Y, Myers LC, Liu VX, Walkey AJ. Association between Troponin I Levels during Sepsis and Postsepsis Cardiovascular Complications. Am J Respir Crit Care Med. 2021 Sep 01; 204(5):557-565. PMID: 34038701.
      Citations: 4     Fields:    Translation:Humans
    30. Myers LC, Cash R, Liu VX, Camargo CA. Reducing Readmissions for Chronic Obstructive Pulmonary Disease in Response to the Hospital Readmissions Reduction Program. Ann Am Thorac Soc. 2021 Sep; 18(9):1506-1513. PMID: 33476524.
      Citations:    Fields:    Translation:Humans
    31. Marafino BJ, Escobar GJ, Baiocchi MT, Liu VX, Plimier CC, Schuler A. Evaluation of an intervention targeted with predictive analytics to prevent readmissions in an integrated health system: observational study. BMJ. 2021 08 11; 374:n1747. PMID: 34380667; PMCID: PMC8356037.
      Citations: 1     Fields:    Translation:Humans
    32. Barr J, Paulson SS, Kamdar B, Ervin JN, Lane-Fall M, Liu V, Kleinpell R. The Coming of Age of Implementation Science and Research in Critical Care Medicine. Crit Care Med. 2021 08 01; 49(8):1254-1275. PMID: 34261925.
      Citations: 4     Fields:    Translation:Humans
    33. Myers LC, Kipnis P, O'Suilleabhain L, Escobar G, Liu VX. Performance of Predictive Models for 30-day Hospitalization and Mortality after COVID-19 Infection. Ann Am Thorac Soc. 2021 Jul 27. PMID: 34314664.
      Citations:    Fields:    Translation:HumansCells
    34. Liu VX, Thai KK, Galin J, Gerstley LD, Myers LC, Parodi SM, Chen YI, Goler N, Escobar GJ, Kipnis P. Development of a healthcare system COVID Hotspotting Score in California: an observational study with prospective validation. BMJ Open. 2021 07 26; 11(7):e048211. PMID: 34312202; PMCID: PMC8316696.
      Citations:    Fields:    Translation:HumansCells
    35. Ashana DC, Anesi GL, Liu VX, Escobar GJ, Chesley C, Eneanya ND, Weissman GE, Miller WD, Harhay MO, Halpern SD. Equitably Allocating Resources during Crises: Racial Differences in Mortality Prediction Models. Am J Respir Crit Care Med. 2021 07 15; 204(2):178-186. PMID: 33751910.
      Citations: 15     Fields:    Translation:Humans
    36. Roubinian NH, Dusendang JR, Mark DG, Vinson DR, Liu VX, Schmittdiel JA, Pai AP. Incidence of 30-Day Venous Thromboembolism in Adults Tested for SARS-CoV-2 Infection in an Integrated Health Care System in Northern California. JAMA Intern Med. 2021 07 01; 181(7):997-1000. PMID: 33818615; PMCID: PMC8022258.
      Citations: 11     Fields:    Translation:HumansCells
    37. Rossom RC, Richards JE, Sterling S, Ahmedani B, Boggs JM, Yarborough BJH, Beck A, Lloyd K, Frank C, Liu V, Clinch SB, Patke LD, Simon GE. Connecting Research and Practice: Implementation of Suicide Prevention Strategies in Learning Health Care Systems. Psychiatr Serv. 2021 Jun 30; appips202000596. PMID: 34189931.
      Citations: 1     Fields:    Translation:Humans
    38. Yoo MS, Zhu S, Lu Y, Greene JD, Hammer HL, Iberti CT, Nemazie S, Ananias MP, McCarthy CM, O'Malley RM, Young KL, Reed KO, Martinez RA, Cheung K, Liu VX. Association of Positive Fluid Balance at Discharge After Sepsis Management With 30-Day Readmission. JAMA Netw Open. 2021 Jun 01; 4(6):e216105. PMID: 34086036; PMCID: PMC8178709.
      Citations: 1     Fields:    Translation:Humans
    39. DeMerle KM, Angus DC, Baillie JK, Brant E, Calfee CS, Carcillo J, Chang CH, Dickson R, Evans I, Gordon AC, Kennedy J, Knight JC, Lindsell CJ, Liu V, Marshall JC, Randolph AG, Scicluna BP, Shankar-Hari M, Shapiro NI, Sweeney TE, Talisa VB, Tang B, Thompson BT, Tsalik EL, van der Poll T, van Vught LA, Wong HR, Yende S, Zhao H, Seymour CW. Sepsis Subclasses: A Framework for Development and Interpretation. Crit Care Med. 2021 05 01; 49(5):748-759. PMID: 33591001.
      Citations: 21     Fields:    Translation:Humans
    40. Law LY, Uong SP, Vempaty HT, Nguyen VH, Baer D, Liu VX, Herrinton LJ. Regionalization of Acute Myeloid Leukemia Treatment in a Community-Based Population: Implementation and Early Results. Perm J. 2021 05; 25. PMID: 33970088.
      Citations:    Fields:    Translation:Humans
    41. Wayne MT, Molling D, Wang XQ, Hogan CK, Seelye S, Liu VX, Prescott HC. Measurement of Sepsis in a National Cohort Using Three Different Methods to Define Baseline Organ Function. Ann Am Thorac Soc. 2021 04; 18(4):648-655. PMID: 33476245; PMCID: PMC8008999.
      Citations: 2     Fields:    Translation:Humans
    42. Miller PW, Reesman C, Grossman MK, Nelson SA, Liu V, Wang P. Marginal warming associated with a COVID-19 quarantine and the implications for disease transmission. Sci Total Environ. 2021 Aug 01; 780:146579. PMID: 33774300; PMCID: PMC7973055.
      Citations:    Fields:    Translation:HumansCellsPHPublic Health
    43. Miller HC, Liu VX, Prescott HC. Characteristics and Outcomes of Clinic Visits Immediately Preceding Sepsis Hospitalization. Am J Crit Care. 2021 03 01; 30(2):135-139. PMID: 33644806.
      Citations: 1     Fields:    Translation:Humans
    44. Liu VX, Bhimarao M, Greene JD, Manickam RN, Martinez A, Schuler A, Barreda F, Escobar GJ. The Presentation, Pace, and Profile of Infection and Sepsis Patients Hospitalized Through the Emergency Department: An Exploratory Analysis. Crit Care Explor. 2021 Mar; 3(3):e0344. PMID: 33655214; PMCID: PMC7909460.
      Citations: 3     
    45. Meng R, Soper B, Lee HKH, Liu VX, Greene JD, Ray P. Nonstationary multivariate Gaussian processes for electronic health records. J Biomed Inform. 2021 05; 117:103698. PMID: 33617985.
      Citations: 1     Fields:    Translation:Humans
    46. Escobar GJ, Adams AS, Liu VX, Soltesz L, Chen YI, Parodi SM, Ray GT, Myers LC, Ramaprasad CM, Dlott R, Lee C. Racial Disparities in COVID-19 Testing and Outcomes : Retrospective Cohort Study in an Integrated Health System. Ann Intern Med. 2021 06; 174(6):786-793. PMID: 33556278; PMCID: PMC7893537.
      Citations: 50     Fields:    Translation:HumansCells
    47. Escobar GJ, Liu VX, Kipnis P. Automated Identification of Adults at Risk for In-Hospital Clinical Deterioration. Reply. N Engl J Med. 2021 02 04; 384(5):486. PMID: 33534987.
      Citations: 2     Fields:    Translation:Humans
    48. Marafino BJ, Schuler A, Liu VX, Escobar GJ, Baiocchi M. Correction to "Predicting preventable hospital readmissions with causal machine learning". Health Serv Res. 2021 02; 56(1):168. PMID: 33616921.
      Citations:    Fields:    
    49. Noshad M, Rose CC, Thombley R, Chiang J, Corbin CK, Nguyen M, Liu VX, Adler-Milstein J, Chen JH. Context is Key: Using the Audit Log to Capture Contextual Factors Affecting Stroke Care Processes. AMIA Annu Symp Proc. 2020; 2020:953-962. PMID: 33936471; PMCID: PMC8075425.
      Citations:    Fields:    Translation:Humans
    50. Myers LC, Camargo C, Escobar G, Liu VX. Expanding Post-Discharge Readmission Metrics in Patients with Chronic Obstructive Pulmonary Disease. Chronic Obstr Pulm Dis. 2021 Jan; 8(1). PMID: 33156983; PMCID: PMC8047613.
      Citations:    
    51. Liu VX. The future of AI in critical care is augmented, not artificial, intelligence. Crit Care. 2020 12 02; 24(1):673. PMID: 33267905; PMCID: PMC7709298.
      Citations: 6     Fields:    Translation:Humans
    52. Escobar GJ, Liu VX, Schuler A, Lawson B, Greene JD, Kipnis P. Automated Identification of Adults at Risk for In-Hospital Clinical Deterioration. N Engl J Med. 2020 11 12; 383(20):1951-1960. PMID: 33176085; PMCID: PMC7787261.
      Citations: 40     Fields:    Translation:Humans
    53. Anesi GL, Chowdhury M, Small DS, Delgado MK, Kohn R, Bayes B, Wang W, Dress E, Escobar GJ, Halpern SD, Liu VX. Association of a Novel Index of Hospital Capacity Strain with Admission to Intensive Care Units. Ann Am Thorac Soc. 2020 11; 17(11):1440-1447. PMID: 32521176; PMCID: PMC7640725.
      Citations: 9     Fields:    Translation:Humans
    54. Marafino BJ, Schuler A, Liu VX, Escobar GJ, Baiocchi M. Predicting preventable hospital readmissions with causal machine learning. Health Serv Res. 2020 12; 55(6):993-1002. PMID: 33125706; PMCID: PMC7704477.
      Citations: 5     Fields:    Translation:Humans
    55. Kline-Simon AH, Sterling S, Young-Wolff K, Simon G, Lu Y, Does M, Liu V. Estimates of Workload Associated With Suicide Risk Alerts After Implementation of Risk-Prediction Model. JAMA Netw Open. 2020 10 01; 3(10):e2021189. PMID: 33084896; PMCID: PMC7578770.
      Citations: 4     Fields:    Translation:Humans
    56. Schuler A, O'Súilleabháin L, Rinetti-Vargas G, Kipnis P, Barreda F, Liu VX, Sofrygin O, Escobar GJ. Assessment of Value of Neighborhood Socioeconomic Status in Models That Use Electronic Health Record Data to Predict Health Care Use Rates and Mortality. JAMA Netw Open. 2020 10 01; 3(10):e2017109. PMID: 33090223; PMCID: PMC7582126.
      Citations: 3     Fields:    Translation:Humans
    57. Molling D, Vincent BM, Wiitala WL, Escobar GJ, Hofer TP, Liu VX, Rosen AK, Ryan AM, Seelye S, Prescott HC. Developing a template matching algorithm for benchmarking hospital performance in a diverse, integrated healthcare system. Medicine (Baltimore). 2020 Jun 12; 99(24):e20385. PMID: 32541458; PMCID: PMC7302661.
      Citations: 2     Fields:    Translation:Humans
    58. Myers LC, Parodi SM, Escobar GJ, Liu VX. Characteristics of Hospitalized Adults With COVID-19 in an Integrated Health Care System in California. JAMA. 2020 Jun 02; 323(21):2195-2198. PMID: 32329797; PMCID: PMC7182961.
      Citations: 190     Fields:    Translation:HumansCellsPHPublic Health
    59. Ruppel H, Liu VX, Gupta NR, Soltesz L, Escobar GJ. Validation of Postpartum Hemorrhage Admission Risk Factor Stratification in a Large Obstetrics Population. Am J Perinatol. 2021 Sep; 38(11):1192-1200. PMID: 32455467; PMCID: PMC7688483.
      Citations: 2     Fields:    Translation:Humans
    60. Lewnard JA, Liu VX, Jackson ML, Schmidt MA, Jewell BL, Flores JP, Jentz C, Northrup GR, Mahmud A, Reingold AL, Petersen M, Jewell NP, Young S, Bellows J. Incidence, clinical outcomes, and transmission dynamics of severe coronavirus disease 2019 in California and Washington: prospective cohort study. BMJ. 2020 May 22; 369:m1923. PMID: 32444358; PMCID: PMC7243800.
      Citations: 80     Fields:    Translation:HumansCellsPHPublic Health
    61. Rouillard S, Liu VX, Corley DA. COVID-19 and Long-term Planning for Procedure-based Specialties During Extended Mitigation and Suppression Strategies. Gastroenterology. 2021 01; 160(1):4-9. PMID: 32425231; PMCID: PMC7233227.
      Citations: 8     Fields:    Translation:HumansCellsPHPublic Health
    62. Lekwijit S, Chan CW, Green LV, Liu VX, Escobar GJ. The Impact of Step-Down Unit Care on Patient Outcomes After ICU Discharge. Crit Care Explor. 2020 May; 2(5):e0114. PMID: 32671345; PMCID: PMC7259559.
      Citations: 3     
    63. Liu VX, Lu Y, Carey KA, Gilbert ER, Afshar M, Akel M, Shah NS, Dolan J, Winslow C, Kipnis P, Edelson DP, Escobar GJ, Churpek MM. Comparison of Early Warning Scoring Systems for Hospitalized Patients With and Without Infection at Risk for In-Hospital Mortality and Transfer to the Intensive Care Unit. JAMA Netw Open. 2020 05 01; 3(5):e205191. PMID: 32427324; PMCID: PMC7237982.
      Citations: 16     Fields:    Translation:Humans
    64. Parodi SM, Liu VX. From Containment to Mitigation of COVID-19 in the US. JAMA. 2020 04 21; 323(15):1441-1442. PMID: 32167525.
      Citations: 92     Fields:    Translation:HumansCellsPHPublic Health
    65. Cespedes Feliciano EM, Popuri K, Cobzas D, Baracos VE, Beg MF, Khan AD, Ma C, Chow V, Prado CM, Xiao J, Liu V, Chen WY, Meyerhardt J, Albers KB, Caan BJ. Evaluation of automated computed tomography segmentation to assess body composition and mortality associations in cancer patients. J Cachexia Sarcopenia Muscle. 2020 10; 11(5):1258-1269. PMID: 32314543; PMCID: PMC7567141.
      Citations: 11     Fields:    Translation:Humans
    66. Fohner AE, Rettie AE, Thai KK, Ranatunga DK, Lawson BL, Liu VX, Schaefer CA. Associations of CYP2C9 and CYP2C19 Pharmacogenetic Variation with Phenytoin-Induced Cutaneous Adverse Drug Reactions. Clin Transl Sci. 2020 09; 13(5):1004-1009. PMID: 32216088; PMCID: PMC7485959.
      Citations: 2     Fields:    Translation:Humans
    67. Vail EA, Nadig NR, Sahetya SK, Vande Vusse LK, Walkey AJ, Liu V, Mathews KS. The Role of Professional Organizations in Fostering the Early Career Development of Academic Intensivists. Ann Am Thorac Soc. 2020 04; 17(4):412-418. PMID: 31800295; PMCID: PMC8174059.
      Citations: 1     Fields:    Translation:Humans
    68. Ruppel H, Bhardwaj A, Manickam RN, Adler-Milstein J, Flagg M, Ballesca M, Liu VX. Assessment of Electronic Health Record Search Patterns and Practices by Practitioners in a Large Integrated Health Care System. JAMA Netw Open. 2020 03 02; 3(3):e200512. PMID: 32142128; PMCID: PMC7060491.
      Citations: 6     Fields:    Translation:Humans
    69. Adams JY, Rogers AJ, Schuler A, Marelich GP, Fresco JM, Taylor SL, Riedl AW, Baker JM, Escobar GJ, Liu VX. Association Between Peripheral Blood Oxygen Saturation (SpO2)/Fraction of Inspired Oxygen (FiO2) Ratio Time at Risk and Hospital Mortality in Mechanically Ventilated Patients. Perm J. 2020; 24. PMID: 32069205; PMCID: PMC7021142.
      Citations: 7     Fields:    Translation:Humans
    70. Gilmartin HM, Liu VX, Burke RE. Web Exclusive. Annals for Hospitalists Inpatient Notes - The Role of Hospitalists in the Creation of Learning Healthcare Systems. Ann Intern Med. 2020 Jan 21; 172(2):HO2-HO3. PMID: 31958842; PMCID: PMC7549378.
      Citations: 1     Fields:    
    71. Liu VX, Wiens J. 'No growth to date'? Predicting positive blood cultures in critical illness. Intensive Care Med. 2020 03; 46(3):525-527. PMID: 31965265.
      Citations: 1     Fields:    Translation:Humans
    72. Myers LC, Escobar G, Liu VX. Goldilocks, the Three Bears and Intensive Care Unit Utilization: Delivering Enough Intensive Care But Not Too Much. A Narrative Review. Pulm Ther. 2020 Jun; 6(1):23-33. PMID: 32048242; PMCID: PMC7229100.
      Citations: 1     
    73. Escobar GJ, Plimier C, Greene JD, Liu V, Kipnis P. Multiyear Rehospitalization Rates and Hospital Outcomes in an Integrated Health Care System. JAMA Netw Open. 2019 12 02; 2(12):e1916769. PMID: 31800072; PMCID: PMC6902762.
      Citations: 10     Fields:    Translation:Humans
    74. Fohner AE, Greene JD, Lawson BL, Chen JH, Kipnis P, Escobar GJ, Liu VX. Assessing clinical heterogeneity in sepsis through treatment patterns and machine learning. J Am Med Inform Assoc. 2019 12 01; 26(12):1466-1477. PMID: 31314892; PMCID: PMC7647146.
      Citations: 13     Fields:    Translation:Humans
    75. Liu VX, Bates DW, Wiens J, Shah NH. The number needed to benefit: estimating the value of predictive analytics in healthcare. J Am Med Inform Assoc. 2019 12 01; 26(12):1655-1659. PMID: 31192367; PMCID: PMC6857505.
      Citations: 16     Fields:    Translation:Humans
    76. Liu VX, Eaton A, Lee DC, Reyes VM, Paulson SS, Campbell CI, Avins AL, Parodi SM. Postoperative Opioid Use Before and After Enhanced Recovery After Surgery Program Implementation. Ann Surg. 2019 12; 270(6):e69-e71. PMID: 31232786; PMCID: PMC7282658.
      Citations: 3     Fields:    Translation:Humans
    77. Wiens J, Saria S, Sendak M, Ghassemi M, Liu VX, Doshi-Velez F, Jung K, Heller K, Kale D, Saeed M, Ossorio PN, Thadaney-Israni S, Goldenberg A. Author Correction: Do no harm: a roadmap for responsible machine learning for health care. Nat Med. 2019 Oct; 25(10):1627. PMID: 31537911.
      Citations: 1     Fields:    
    78. Peltan ID, Liu VX. More Than We Bargained For: The "Dominating" Cost Effectiveness of Sepsis Quality Improvement? Crit Care Med. 2019 10; 47(10):1464-1467. PMID: 31524700.
      Citations:    Fields:    Translation:Humans
    79. Fohner AE, Ranatunga DK, Thai KK, Lawson BL, Risch N, Oni-Orisan A, Jelalian AT, Rettie AE, Liu VX, Schaefer CA. Assessing the clinical impact of CYP2C9 pharmacogenetic variation on phenytoin prescribing practice and patient response in an integrated health system. Pharmacogenet Genomics. 2019 10; 29(8):192-199. PMID: 31461080; PMCID: PMC6989102.
      Citations: 5     Fields:    Translation:Humans
    80. Kabue S, Liu V, Dyer W, Raebel M, Nichols G, Schmittdiel J. Identifying Common Predictors of Multiple Adverse Outcomes Among Elderly Adults With Type-2 Diabetes. Med Care. 2019 09; 57(9):702-709. PMID: 31356411; PMCID: PMC8216594.
      Citations: 2     Fields:    Translation:Humans
    81. Hedderson M, Lee D, Hunt E, Lee K, Xu F, Mustille A, Galin J, Campbell C, Quesenberry C, Reyes V, Huang M, Nicol B, Paulson S, Liu V. Enhanced Recovery After Surgery to Change Process Measures and Reduce Opioid Use After Cesarean Delivery: A Quality Improvement Initiative. Obstet Gynecol. 2019 09; 134(3):511-519. PMID: 31403591; PMCID: PMC7282661.
      Citations: 10     Fields:    Translation:Humans
    82. Wiens J, Saria S, Sendak M, Ghassemi M, Liu VX, Doshi-Velez F, Jung K, Heller K, Kale D, Saeed M, Ossorio PN, Thadaney-Israni S, Goldenberg A. Do no harm: a roadmap for responsible machine learning for health care. Nat Med. 2019 09; 25(9):1337-1340. PMID: 31427808.
      Citations: 101     Fields:    Translation:Humans
    83. Roubinian NH, Plimier C, Woo JP, Lee C, Bruhn R, Liu VX, Escobar GJ, Kleinman SH, Triulzi DJ, Murphy EL, Busch MP. Effect of donor, component, and recipient characteristics on hemoglobin increments following red blood cell transfusion. Blood. 2019 09 26; 134(13):1003-1013. PMID: 31350268; PMCID: PMC6764268.
      Citations: 27     Fields:    Translation:Humans
    84. Ruppel H, Liu V. To catch a killer: electronic sepsis alert tools reaching a fever pitch? BMJ Qual Saf. 2019 Apr 23. PMID: 31015377.
      Citations: 7     Fields:    Translation:Humans
    85. LaHue SC, Douglas VC, Kuo T, Conell CA, Liu VX, Josephson SA, Angel C, Brooks KB. Association between Inpatient Delirium and Hospital Readmission in Patients = 65 Years of Age: A Retrospective Cohort Study. J Hosp Med. 2019 Apr; 14(4):201-206. PMID: 30933669.
      Citations: 7     Fields:    Translation:Humans
    86. Kabue S, Greene J, Kipnis P, Lawson B, Rinetti-Vargas G, Liu V, Escobar G. The Impact of Pharmacy-specific Predictors on the Performance of 30-Day Readmission Risk Prediction Models. Med Care. 2019 Apr; 57(4):295-299. PMID: 30829940.
      Citations: 5     Fields:    Translation:Humans
    87. Linnen DT, Escobar GJ, Hu X, Scruth E, Liu V, Stephens C. Statistical Modeling and Aggregate-Weighted Scoring Systems in Prediction of Mortality and ICU Transfer: A Systematic Review. J Hosp Med. 2019 Mar; 14(3):161-169. PMID: 30811322.
      Citations: 12     Fields:    Translation:Humans
    88. Liu VX, Haq N, Chan IC, Hoberman B. Inpatient electronic health record maintenance from 2010 to 2015. Am J Manag Care. 2019 Jan; 25(1):18-21. PMID: 30667607.
      Citations:    Fields:    Translation:Humans
    89. Roubinian NH, Murphy EL, Mark DG, Triulzi DJ, Carson JL, Lee C, Kipnis P, Kleinman S, Liu VX, Escobar GJ. Long-Term Outcomes Among Patients Discharged From the Hospital With Moderate Anemia: A Retrospective Cohort Study. Ann Intern Med. 2018 Dec 18. PMID: 30557414.
      Citations: 16     Fields:    Translation:Humans
    90. Anesi GL, Liu VX, Gabler NB, Delgado MK, Kohn R, Weissman GE, Bayes B, Escobar GJ, Halpern SD. Associations of Intensive Care Unit Capacity Strain with Disposition and Outcomes of Patients with Sepsis Presenting to the Emergency Department. Ann Am Thorac Soc. 2018 Nov; 15(11):1328-1335. PMID: 30113865.
      Citations: 21     Fields:    Translation:Humans
    91. Liu VX, Winthrop KL, Lu Y, Sharifi H, Nasiri HU, Ruoss SJ. Association between Inhaled Corticosteroid Use and Pulmonary Nontuberculous Mycobacterial Infection. Ann Am Thorac Soc. 2018 Oct; 15(10):1169-1176. PMID: 30213194.
      Citations: 15     Fields:    Translation:HumansCells
    92. Tan AC, Emmett L, Lo S, Liu V, Kapoor R, Carlino MS, Guminski AD, Long GV, Menzies AM. FDG-PET response and outcome from anti-PD-1 therapy in metastatic melanoma. Ann Oncol. 2018 10 01; 29(10):2115-2120. PMID: 30137228.
      Citations: 46     Fields:    Translation:Humans
    93. Holahan HM, Farah RS, Fitz S, Mott SL, Ferguson NN, McKillip J, Link B, Liu V. Health-related quality of life in patients with cutaneous T-cell lymphoma? Int J Dermatol. 2018 Nov; 57(11):1314-1319. PMID: 30074622.
      Citations: 6     Fields:    Translation:Humans
    94. Walkey AJ, Shieh MS, Liu VX, Lindenauer PK. Mortality Measures to Profile Hospital Performance for Patients With Septic Shock. Crit Care Med. 2018 Aug; 46(8):1247-1254. PMID: 29727371.
      Citations: 10     Fields:    Translation:Humans
    95. Linnen DT, Kipnis P, Rondinelli J, Greene JD, Liu V, Escobar GJ. Risk Adjustment for Hospital Characteristics Reduces Unexplained Hospital Variation in Pressure Injury Risk. Nurs Res. 2018 Jul/Aug; 67(4):314-323. PMID: 29870519.
      Citations:    Fields:    Translation:Humans
    96. Liu VX. Toward the "Plateau of Productivity": Enhancing the Value of Machine Learning in Critical Care. Crit Care Med. 2018 Jul; 46(7):1196-1197. PMID: 29912104.
      Citations: 1     Fields:    Translation:Humans
    97. Schuler A, Wulf DA, Lu Y, Iwashyna TJ, Escobar GJ, Shah NH, Liu VX. The Impact of Acute Organ Dysfunction on Long-Term Survival in Sepsis. Crit Care Med. 2018 Jun; 46(6):843-849. PMID: 29432349.
      Citations: 34     Fields:    Translation:Humans
    98. Patel PB, Vinson DR, Gardner MN, Wulf DA, Kipnis P, Liu V, Escobar GJ. Impact of emergency physician-provided patient education about alternative care venues. Am J Manag Care. 2018 May; 24(5):225-231. PMID: 29851439.
      Citations: 4     Fields:    Translation:Humans
    99. Liu VX, Escobar GJ, Chaudhary R, Prescott HC. Healthcare Utilization and Infection in the Week Prior to Sepsis Hospitalization. Crit Care Med. 2018 Apr; 46(4):513-516. PMID: 29309371.
      Citations: 10     Fields:    Translation:Humans
    100. Rondinelli J, Zuniga S, Kipnis P, Kawar LN, Liu V, Escobar GJ. Hospital-Acquired Pressure Injury: Risk-Adjusted Comparisons in an Integrated Healthcare Delivery System. Nurs Res. 2018 Jan/Feb; 67(1):16-25. PMID: 29240656.
      Citations: 12     Fields:    Translation:HumansPHPublic Health
    101. Mayhew MB, Petersen BK, Sales AP, Greene JD, Liu VX, Wasson TS. Flexible, cluster-based analysis of the electronic medical record of sepsis with composite mixture models. J Biomed Inform. 2018 02; 78:33-42. PMID: 29196114.
      Citations: 10     Fields:    Translation:Humans
    102. Liu VX, Walkey AJ. Machine Learning and Sepsis: On the Road to Revolution. Crit Care Med. 2017 Nov; 45(11):1946-1947. PMID: 29028697.
      Citations: 4     Fields:    Translation:Humans
    103. Vranas KC, Jopling JK, Sweeney TE, Ramsey MC, Milstein AS, Slatore CG, Escobar GJ, Liu VX. Identifying Distinct Subgroups of ICU Patients: A Machine Learning Approach. Crit Care Med. 2017 Oct; 45(10):1607-1615. PMID: 28640021.
      Citations: 14     Fields:    Translation:Humans
    104. Liu VX, Fielding-Singh V, Greene JD, Baker JM, Iwashyna TJ, Bhattacharya J, Escobar GJ. The Timing of Early Antibiotics and Hospital Mortality in Sepsis. Am J Respir Crit Care Med. 2017 10 01; 196(7):856-863. PMID: 28345952.
      Citations: 184     Fields:    Translation:Humans
    105. Escobar GJ, Baker JM, Kipnis P, Greene JD, Mast TC, Gupta SB, Cossrow N, Mehta V, Liu V, Dubberke ER. Prediction of Recurrent Clostridium Difficile Infection Using Comprehensive Electronic Medical Records in an Integrated Healthcare Delivery System. Infect Control Hosp Epidemiol. 2017 10; 38(10):1196-1203. PMID: 28835289.
      Citations: 9     Fields:    Translation:HumansCells
    106. Viglianti EM, Prescott HC, Liu V, Escobar GJ, Iwashyna TJ. Individual and health system variation in rehospitalizations the year after pneumonia. Medicine (Baltimore). 2017 Aug; 96(31):e7695. PMID: 28767603.
      Citations:    Fields:    Translation:Humans
    107. Liu VX, Rosas E, Hwang J, Cain E, Foss-Durant A, Clopp M, Huang M, Lee DC, Mustille A, Kipnis P, Parodi S. Enhanced Recovery After Surgery Program Implementation in 2 Surgical Populations in an Integrated Health Care Delivery System. JAMA Surg. 2017 07 19; 152(7):e171032. PMID: 28492816.
      Citations: 46     Fields:    Translation:HumansPHPublic Health
    108. Goodwin AJ, Liu V, Ford DW. Hospital Readmissions in Sepsis Survivors: Are They Preventable? Ann Am Thorac Soc. 2017 Feb; 14(2):170-171. PMID: 28146387.
      Citations: 3     Fields:    Translation:Humans
    109. Scruth EA, Oveisi N, Liu V. Innovation and Technology: Electronic Intensive Care Unit Diaries. AACN Adv Crit Care. 2017; 28(2):191-199. PMID: 28592479.
      Citations: 2     Fields:    Translation:Humans
    110. Escobar GJ, Baker JM, Turk BJ, Draper D, Liu V, Kipnis P. Comparing Hospital Processes and Outcomes in California Medicare Beneficiaries: Simulation Prompts Reconsideration. Perm J. 2017; 21:16-084. PMID: 29035176.
      Citations: 1     Fields:    Translation:Humans
    111. Liu VX, Rosas E, Hwang JC, Cain E, Foss-Durant A, Clopp M, Huang M, Mustille A, Reyes VM, Paulson SS, Caughey M, Parodi S. The Kaiser Permanente Northern California Enhanced Recovery After Surgery Program: Design, Development, and Implementation. Perm J. 2017; 21:17-003. PMID: 28746028.
      Citations: 4     Fields:    Translation:Humans
    112. Kerlin MP, Weissman GE, Wonneberger KA, Kent S, Madden V, Liu VX, Halpern SD. Validation of Administrative Definitions of Invasive Mechanical Ventilation across 30 Intensive Care Units. Am J Respir Crit Care Med. 2016 12 15; 194(12):1548-1552. PMID: 27976941.
      Citations: 27     Fields:    Translation:Humans
    113. Escobar GJ, Turk BJ, Ragins A, Ha J, Hoberman B, LeVine SM, Ballesca MA, Liu V, Kipnis P. Piloting electronic medical record-based early detection of inpatient deterioration in community hospitals. J Hosp Med. 2016 11; 11 Suppl 1:S18-S24. PMID: 27805795.
      Citations: 33     Fields:    Translation:Humans
    114. Liu VX, Morehouse JW, Baker JM, Greene JD, Kipnis P, Escobar GJ. Data that drive: Closing the loop in the learning hospital system. J Hosp Med. 2016 11; 11 Suppl 1:S11-S17. PMID: 27805797.
      Citations: 13     Fields:    Translation:Humans
    115. Dummett BA, Adams C, Scruth E, Liu V, Guo M, Escobar GJ. Incorporating an Early Detection System Into Routine Clinical Practice in Two Community Hospitals. J Hosp Med. 2016 11; 11 Suppl 1:S25-S31. PMID: 27805798.
      Citations: 9     Fields:    Translation:Humans
    116. Kuntz JL, Baker JM, Kipnis P, Li SX, Liu V, Xie Y, Marcella S, Escobar GJ. Utilization of Health Services Among Adults With Recurrent Clostridium difficile Infection: A 12-Year Population-Based Study. Infect Control Hosp Epidemiol. 2017 01; 38(1):45-52. PMID: 27760583.
      Citations: 6     Fields:    Translation:HumansCells
    117. Kipnis P, Turk BJ, Wulf DA, LaGuardia JC, Liu V, Churpek MM, Romero-Brufau S, Escobar GJ. Development and validation of an electronic medical record-based alert score for detection of inpatient deterioration outside the ICU. J Biomed Inform. 2016 12; 64:10-19. PMID: 27658885.
      Citations: 44     Fields:    Translation:Humans
    118. Sjoding MW, Liu VX. Can You Read Me Now? Unlocking Narrative Data with Natural Language Processing. Ann Am Thorac Soc. 2016 09; 13(9):1443-5. PMID: 27627470.
      Citations: 1     Fields:    
    119. LaHue SC, Liu VX. Loud and Clear: Sensory Impairment, Delirium, and Functional Recovery in Critical Illness. Am J Respir Crit Care Med. 2016 08 01; 194(3):252-3. PMID: 27479057.
      Citations: 4     Fields:    Translation:Humans
    120. Rogers AJ, Liu VX. 16 Years and Counting? Time to Implement Noninvasive Screening for ARDS. Chest. 2016 08; 150(2):266-7. PMID: 27502976.
      Citations:    Fields:    Translation:Humans
    121. Prescott HC, Calfee CS, Thompson BT, Angus DC, Liu VX. Toward Smarter Lumping and Smarter Splitting: Rethinking Strategies for Sepsis and Acute Respiratory Distress Syndrome Clinical Trial Design. Am J Respir Crit Care Med. 2016 07 15; 194(2):147-55. PMID: 27244481.
      Citations: 116     Fields:    Translation:Humans
    122. Liu VX, Morehouse JW, Marelich GP, Soule J, Russell T, Skeath M, Adams C, Escobar GJ, Whippy A. Multicenter Implementation of a Treatment Bundle for Patients with Sepsis and Intermediate Lactate Values. Am J Respir Crit Care Med. 2016 06 01; 193(11):1264-70. PMID: 26695114.
      Citations: 43     Fields:    Translation:Humans
    123. Beg M, Scruth E, Liu V. Developing a framework for implementing intensive care unit diaries: a focused review of the literature. Aust Crit Care. 2016 Nov; 29(4):224-234. PMID: 27240937.
      Citations: 6     Fields:    Translation:Humans
    124. Kim YS, Escobar GJ, Halpern SD, Greene JD, Kipnis P, Liu V. The Natural History of Changes in Preferences for Life-Sustaining Treatments and Implications for Inpatient Mortality in Younger and Older Hospitalized Adults. J Am Geriatr Soc. 2016 05; 64(5):981-9. PMID: 27119583.
      Citations: 14     Fields:    Translation:Humans
    125. Amarasingham R, Audet AM, Bates DW, Glenn Cohen I, Entwistle M, Escobar GJ, Liu V, Etheredge L, Lo B, Ohno-Machado L, Ram S, Saria S, Schilling LM, Shahi A, Stewart WF, Steyerberg EW, Xie B. Consensus Statement on Electronic Health Predictive Analytics: A Guiding Framework to Address Challenges. EGEMS (Wash DC). 2016; 4(1):1163. PMID: 27141516.
      Citations: 21     
    126. Liu V. Keeping Score of Severity Scores: Taking the Next Step. Crit Care Med. 2016 Mar; 44(3):639-40. PMID: 26901551.
      Citations: 2     Fields:    Translation:Humans
    127. Liu V, Herbert D, Foss-Durant A, Marelich GP, Patel A, Whippy A, Turk BJ, Ragins AI, Kipnis P, Escobar GJ. Evaluation Following Staggered Implementation of the "Rethinking Critical Care" ICU Care Bundle in a Multicenter Community Setting. Crit Care Med. 2016 Mar; 44(3):460-7. PMID: 26540402.
      Citations: 9     Fields:    Translation:Humans
    128. Seymour CW, Liu VX, Iwashyna TJ, Brunkhorst FM, Rea TD, Scherag A, Rubenfeld G, Kahn JM, Shankar-Hari M, Singer M, Deutschman CS, Escobar GJ, Angus DC. Assessment of Clinical Criteria for Sepsis: For the Third International Consensus Definitions for Sepsis and Septic Shock (Sepsis-3). JAMA. 2016 Feb 23; 315(8):762-74. PMID: 26903335.
      Citations: 1000     Fields:    Translation:Humans
    129. Shankar-Hari M, Phillips GS, Levy ML, Seymour CW, Liu VX, Deutschman CS, Angus DC, Rubenfeld GD, Singer M. Developing a New Definition and Assessing New Clinical Criteria for Septic Shock: For the Third International Consensus Definitions for Sepsis and Septic Shock (Sepsis-3). JAMA. 2016 Feb 23; 315(8):775-87. PMID: 26903336.
      Citations: 590     Fields:    Translation:Humans
    130. Schuler A, Liu V, Wan J, Callahan A, Udell M, Stark DE, Shah NH. DISCOVERING PATIENT PHENOTYPES USING GENERALIZED LOW RANK MODELS. Pac Symp Biocomput. 2016; 21:144-55. PMID: 26776181.
      Citations: 9     Fields:    Translation:Humans
    131. Beg M, Fisher S, Siu D, Rajan S, Troxell L, Liu VX. Treatment of Alcohol Withdrawal Syndrome with and without Dexmedetomidine. Perm J. 2016; 20(2):49-53. PMID: 27168398.
      Citations: 4     Fields:    Translation:Humans
    132. Kramer RD, Cooke CR, Liu V, Miller RR, Iwashyna TJ. Variation in the Contents of Sepsis Bundles and Quality Measures. A Systematic Review. Ann Am Thorac Soc. 2015 Nov; 12(11):1676-84. PMID: 26397842.
      Citations: 3     Fields:    Translation:Humans
    133. Escobar GJ, Ragins A, Scheirer P, Liu V, Robles J, Kipnis P. Nonelective Rehospitalizations and Postdischarge Mortality: Predictive Models Suitable for Use in Real Time. Med Care. 2015 Nov; 53(11):916-23. PMID: 26465120.
      Citations: 35     Fields:    Translation:Humans
    134. Li R, Buras E, Lee J, Liu R, Liu V, Espiritu C, Ozer K, Thompson B, Nally L, Yuan G, Oka K, Chang B, Samson S, Yechoor V, Chan L. Gene therapy with neurogenin3, betacellulin and SOCS1 reverses diabetes in NOD mice. Gene Ther. 2015 Nov; 22(11):876-82. PMID: 26172077.
      Citations: 5     Fields:    Translation:AnimalsCells
    135. Vinson DR, Morley JE, Huang J, Liu V, Anderson ML, Drenten CE, Radecki RP, Nishijima DK, Reed ME. The Accuracy of an Electronic Pulmonary Embolism Severity Index Auto-Populated from the Electronic Health Record: Setting the stage for computerized clinical decision support. Appl Clin Inform. 2015; 6(2):318-33. PMID: 26171078.
      Citations: 9     Fields:    Translation:Humans
    136. Vinson DR, Drenten CE, Huang J, Morley JE, Anderson ML, Reed ME, Nishijima DK, Liu V. Impact of relative contraindications to home management in emergency department patients with low-risk pulmonary embolism. Ann Am Thorac Soc. 2015 May; 12(5):666-73. PMID: 25695933.
      Citations: 7     Fields:    Translation:Humans
    137. Liu V, Musen MA, Chou T. Data breaches of protected health information in the United States. JAMA. 2015 Apr 14; 313(14):1471-3. PMID: 25871675.
      Citations: 22     Fields:    
    138. Naridze RL, Selby JC, Link BK, Liu V. Isolated unilateral facial nerve palsy: an unusual manifestation of recurrent diffuse large B-cell lymphoma. J Eur Acad Dermatol Venereol. 2016 Jun; 30(6):1033-5. PMID: 25753517.
      Citations:    Fields:    Translation:Humans
    139. Mark DG, Morehouse JW, Hung YY, Kene MV, Elms AR, Liu V, Ballard DW, Vinson DR. In-hospital mortality following treatment with red blood cell transfusion or inotropic therapy during early goal-directed therapy for septic shock: a retrospective propensity-adjusted analysis. Crit Care. 2014 Sep 12; 18(5):496. PMID: 25212411.
      Citations: 9     Fields:    Translation:Humans
    140. Iwashyna TJ, Liu V. What's so different about big data?. A primer for clinicians trained to think epidemiologically. Ann Am Thorac Soc. 2014 Sep; 11(7):1130-5. PMID: 25102315.
      Citations: 12     Fields:    Translation:Humans
    141. Roubinian NH, Escobar GJ, Liu V, Swain BE, Gardner MN, Kipnis P, Triulzi DJ, Gottschall JL, Wu Y, Carson JL, Kleinman SH, Murphy EL. Trends in red blood cell transfusion and 30-day mortality among hospitalized patients. Transfusion. 2014 Oct; 54(10 Pt 2):2678-86. PMID: 25135770.
      Citations: 23     Fields:    Translation:Humans
    142. Liu V, Whippy A, Morehouse JW. Decreasing sepsis mortality at Kaiser Permanente Northern California. Am J Emerg Med. 2015 Sep; 33(9):1305-6. PMID: 26194399.
      Citations: 1     Fields:    Translation:Humans
    143. Roubinian NH, Escobar GJ, Liu V, Gardner MN, Carson JL, Kleinman SH, Murphy EL. Decreased red blood cell use and mortality in hospitalized patients. JAMA Intern Med. 2014 Aug; 174(8):1405-7. PMID: 24978650.
      Citations: 10     Fields:    Translation:Humans
    144. Liu V, Escobar GJ, Greene JD, Soule J, Whippy A, Angus DC, Iwashyna TJ. Hospital deaths in patients with sepsis from 2 independent cohorts. JAMA. 2014 Jul 02; 312(1):90-2. PMID: 24838355.
      Citations: 286     Fields:    Translation:Humans
    145. Prescott HC, Langa KM, Liu V, Escobar GJ, Iwashyna TJ. Increased 1-year healthcare use in survivors of severe sepsis. Am J Respir Crit Care Med. 2014 Jul 01; 190(1):62-9. PMID: 24872085.
      Citations: 121     Fields:    Translation:Humans
    146. Liu V. Only time will tell. Data-driven approaches to phenotyping critical illness. Ann Am Thorac Soc. 2014 Jun; 11(5):795-6. PMID: 24936692.
      Citations:    Fields:    Translation:Humans
    147. Roubinian NH, Murphy EL, Swain BE, Gardner MN, Liu V, Escobar GJ. Predicting red blood cell transfusion in hospitalized patients: role of hemoglobin level, comorbidities, and illness severity. BMC Health Serv Res. 2014 May 10; 14:213. PMID: 24884605.
      Citations: 14     Fields:    Translation:Humans
    148. Liu V, Lei X, Prescott HC, Kipnis P, Iwashyna TJ, Escobar GJ. Hospital readmission and healthcare utilization following sepsis in community settings. J Hosp Med. 2014 Aug; 9(8):502-7. PMID: 24700730.
      Citations: 46     Fields:    Translation:Humans
    149. Kipnis P, Liu V, Escobar GJ. Accuracy of hospital standardized mortality rates: effects of model calibration. Med Care. 2014 Apr; 52(4):378-84. PMID: 24848209.
      Citations: 3     Fields:    Translation:Humans
    150. Liu V, Morehouse JW, Soule J, Whippy A, Escobar GJ. Fluid volume, lactate values, and mortality in sepsis patients with intermediate lactate values. Ann Am Thorac Soc. 2013 Oct; 10(5):466-73. PMID: 24004068.
      Citations: 19     Fields:    Translation:Humans
    151. Liu V, Clark MP, Mendoza M, Saket R, Gardner MN, Turk BJ, Escobar GJ. Automated identification of pneumonia in chest radiograph reports in critically ill patients. BMC Med Inform Decis Mak. 2013 Aug 15; 13:90. PMID: 23947340.
      Citations: 13     Fields:    Translation:Humans
    152. Liu V, Read JL, Scruth E, Cheng E. Visitation policies and practices in US ICUs. Crit Care. 2013 Apr 16; 17(2):R71. PMID: 23591058.
      Citations: 20     Fields:    Translation:Humans
    153. Liu V, Turk BJ, Ragins AI, Kipnis P, Escobar GJ. An electronic Simplified Acute Physiology Score-based risk adjustment score for critical illness in an integrated healthcare system. Crit Care Med. 2013 Jan; 41(1):41-8. PMID: 23222263.
      Citations: 21     Fields:    Translation:Humans
    154. Delgado MK, Liu V, Pines JM, Kipnis P, Gardner MN, Escobar GJ. Risk factors for unplanned transfer to intensive care within 24 hours of admission from the emergency department in an integrated healthcare system. J Hosp Med. 2013 Jan; 8(1):13-9. PMID: 23024040.
      Citations: 26     Fields:    Translation:Humans
    155. Hsu JL, Liu V, Patterson AJ, Martin GS, Nicolls MR, Russell JA. Potential for overuse of corticosteroids and vasopressin in septic shock. Crit Care. 2012 Sep 06; 16(5):447. PMID: 23102413.
      Citations: 3     Fields:    Translation:Humans
    156. Liu V, Turk BJ, Rizk NW, Kipnis P, Escobar GJ. The association between sepsis and potential medical injury among hospitalized patients. Chest. 2012 Sep; 142(3):606-613. PMID: 22383667.
      Citations: 1     Fields:    Translation:Humans
    157. Fireman B, Toh S, Butler MG, Go AS, Joffe HV, Graham DJ, Nelson JC, Daniel GW, Selby JV. A protocol for active surveillance of acute myocardial infarction in association with the use of a new antidiabetic pharmaceutical agent. Pharmacoepidemiol Drug Saf. 2012 Jan; 21 Suppl 1:282-90. PMID: 22262618.
      Citations: 10     Fields:    Translation:Humans
    158. Liu V, Kipnis P, Rizk NW, Escobar GJ. Adverse outcomes associated with delayed intensive care unit transfers in an integrated healthcare system. J Hosp Med. 2012 Mar; 7(3):224-30. PMID: 22038879.
      Citations: 47     Fields:    Translation:Humans
    159. Chooljian DM, Liu V. Benefit or burden? Sending patients with nonresectable lung cancer to the ICU. Chest. 2011 Aug; 140(2):558. PMID: 21813540.
      Citations:    Fields:    Translation:Humans
    160. Baum CL, Link BK, Neppalli VT, Swick BL, Liu V. Reappraisal of the provisional entity primary cutaneous CD4+ small/medium pleomorphic T-cell lymphoma: a series of 10 adult and pediatric patients and review of the literature. J Am Acad Dermatol. 2011 Oct; 65(4):739-748. PMID: 21641676.
      Citations: 7     Fields:    Translation:HumansCells
    161. Liu V, Bhattacharya J, Weill D, Hlatky MA. Persistent racial disparities in survival after heart transplantation. Circulation. 2011 Apr 19; 123(15):1642-9. PMID: 21464049.
      Citations: 13     Fields:    Translation:Humans
    162. Liu V, Weill D, Bhattacharya J. Racial disparities in survival after lung transplantation. Arch Surg. 2011 Mar; 146(3):286-93. PMID: 21422359.
      Citations: 4     Fields:    Translation:Humans
    163. Liu V, Kipnis P, Gould MK, Escobar GJ. Length of stay predictions: improvements through the use of automated laboratory and comorbidity variables. Med Care. 2010 Aug; 48(8):739-44. PMID: 20613662.
      Citations: 24     Fields:    Translation:Humans
    164. Liu V, Zamora MR, Dhillon GS, Weill D. Increasing lung allocation scores predict worsened survival among lung transplant recipients. Am J Transplant. 2010 Apr; 10(4):915-20. PMID: 20121747.
      Citations: 16     Fields:    Translation:Humans
    165. Liu V, Dhillon GS, Weill D. A multi-drug regimen for respiratory syncytial virus and parainfluenza virus infections in adult lung and heart-lung transplant recipients. Transpl Infect Dis. 2010 Feb; 12(1):38-44. PMID: 19761558.
      Citations: 25     Fields:    Translation:HumansCells
    166. Fireman B, Lee J, Lewis N, Bembom O, van der Laan M, Baxter R. Influenza vaccination and mortality: differentiating vaccine effects from bias. Am J Epidemiol. 2009 Sep 01; 170(5):650-6. PMID: 19625341.
      Citations: 64     Fields:    Translation:HumansPHPublic Health
    167. Busse PM, Clark JR, Muse VV, Liu V. Case records of the Massachusetts General Hospital. Case 19-2008. A 63-year-old HIV-positive man with cutaneous Merkel-cell carcinoma. N Engl J Med. 2008 Jun 19; 358(25):2717-23. PMID: 18565865.
      Citations: 7     Fields:    Translation:Humans
    168. Liu H, Bravata DM, Olkin I, Friedlander A, Liu V, Roberts B, Bendavid E, Saynina O, Salpeter SR, Garber AM, Hoffman AR. Systematic review: the effects of growth hormone on athletic performance. Ann Intern Med. 2008 May 20; 148(10):747-58. PMID: 18347346.
      Citations: 37     Fields:    Translation:Humans
    169. Liu V, Cutler CS, Young AZ. Case records of the Massachusetts General Hospital. Case 38-2007. A 44-year-old woman with generalized, painful, ulcerated skin lesions. N Engl J Med. 2007 Dec 13; 357(24):2496-505. PMID: 18077814.
      Citations: 4     Fields:    Translation:Humans
    170. Liu V, White DA, Zakowski MF, Travis W, Kris MG, Ginsberg MS, Miller VA, Azzoli CG. Pulmonary toxicity associated with erlotinib. Chest. 2007 Sep; 132(3):1042-4. PMID: 17873198.
      Citations: 20     Fields:    Translation:Humans
    171. Rothschild JM, Fang E, Liu V, Litvak I, Yoon C, Bates DW. Use and perceived benefits of handheld computer-based clinical references. J Am Med Inform Assoc. 2006 Nov-Dec; 13(6):619-26. PMID: 16929041.
      Citations: 8     Fields:    Translation:Humans
    172. Sheridan RL, Liu V, Anupindi S. Case records of the Massachusetts General Hospital. Case 34-2005. A 10-year-old girl with a bullous skin eruption and acute respiratory failure. N Engl J Med. 2005 Nov 10; 353(19):2057-66. PMID: 16282181.
      Citations: 1     Fields:    Translation:Humans
    173. Rothschild JM, Fang E, Gottschall J, Liu V, Bates DW. Use and perceived benefits of handheld PDA clinical reference applications. AMIA Annu Symp Proc. 2005; 1099. PMID: 16779386.
      Citations:    Fields:    Translation:Humans
    174. Moschella SL, Kay J, Mackool BT, Liu V. Case records of the Massachusetts General Hospital. Weekly clinicopathological exercises. Case 35-2004. A 68-year-old man with end-stage renal disease and thickening of the skin. N Engl J Med. 2004 Nov 18; 351(21):2219-27. PMID: 15548783.
      Citations: 9     Fields:    Translation:Humans
    175. Fireman B, Bartlett J, Selby J. Can disease management reduce health care costs by improving quality? Health Aff (Millwood). 2004 Nov-Dec; 23(6):63-75. PMID: 15584100.
      Citations: 31     Fields:    Translation:Humans
    176. Fireman B, Black SB, Shinefield HR, Lee J, Lewis E, Ray P. Impact of the pneumococcal conjugate vaccine on otitis media. Pediatr Infect Dis J. 2003 Jan; 22(1):10-6. PMID: 12544402.
      Citations: 97     Fields:    Translation:HumansCellsCTClinical Trials
    177. Lok AS, Chung HT, Liu VW, Ma OC. Long-term follow-up of chronic hepatitis B patients treated with interferon alfa. Gastroenterology. 1993 Dec; 105(6):1833-8. PMID: 8253359.
      Citations: 23     Fields:    Translation:HumansCells
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