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David Liebovitz

TitleAssociate Professor
InstitutionUniversity of Chicago
DepartmentMedicine-General Internal Medicine
AddressChicago IL 60637
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    Collapse Overview 
    Collapse overview
    Dr. Liebovitz is a board certified internist and informatician who takes care of patients and also performs research to optimize use of electronic information to assist with patient care.

    Collapse Biography 
    Collapse education and training
    University of Illinois, Urbana-ChampaignBSElectrical Engineering
    University of Illinois, ChicagoMDMedicine
    University of Chicago, ChicagoInternal Medicine Residency

    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.
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    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. Bailey SC, Pack AP, Wismer G, Calderon N, Velazquez E, Batio S, Ekong A, Eggleston A, Wallia A, Wolf MS, Schauer JM, Tenfelde S, Liebovitz DM, Grobman WA. Promoting REproductive Planning And REadiness in Diabetes (PREPARED) Study protocol: a clinic-randomised controlled trial testing a technology-based strategy to promote preconception care for women with type 2 diabetes. BMJ Open. 2023 11 08; 13(11):e078282. PMID: 37940161; PMCID: PMC10632823.
      Citations:    Fields:    Translation:HumansCTClinical Trials
    2. Avula N, Kakach D, Tignanelli CJ, Liebovitz DM, Nicklas JM, Cohen K, Puskarich MA, Belani HK, Buse JB, Klatt NR, Anderson B, Karger AB, Hartman KM, Patel B, Fenno SL, Reddy NV, Erickson SM, Boulware DR, Murray TA, Bramante CT, COVID-OUT Trial Team. Strategies used for the COVID-OUT decentralized trial of outpatient treatment of SARS-CoV-2. J Clin Transl Sci. 2023; 7(1):e242. PMID: 38033705; PMCID: PMC10685265.
      Citations:    
    3. Hosseini M, Gao CA, Liebovitz DM, Carvalho AM, Ahmad FS, Luo Y, MacDonald N, Holmes KL, Kho A. An exploratory survey about using ChatGPT in education, healthcare, and research. PLoS One. 2023; 18(10):e0292216. PMID: 37796786; PMCID: PMC10553335.
      Citations: 8     Fields:    Translation:Humans
    4. Thompson LJ, Furmanchuk A, Liszewski W, Kho A, West DP, Liebovitz DM, Nardone B, Gerami P. Machine learning identification of patient clusters for cutaneous melanoma. Ital J Dermatol Venerol. 2023 Oct; 158(5):388-394. PMID: 37750845.
      Citations:    Fields:    Translation:Humans
    5. Sonderman M, Aday AW, Farber-Eger E, Mai Q, Freiberg MS, Liebovitz DM, Greenland P, McDermott MM, Beckman JA, Wells Q. Identifying Patients With Peripheral Artery Disease Using the Electronic Health Record: A Pragmatic Approach. JACC Adv. 2023 Sep; 2(7). PMID: 37829143; PMCID: PMC10569163.
      Citations:    
    6. Coronado GD, Ferrari RM, Barnes A, Castañeda SF, Cromo M, Davis MM, Doescher MP, English K, Hatcher J, Kim KE, Kobrin S, Liebovitz D, Mishra SI, Nodora JN, Norton WE, Oliveri JM, Reuland DS, Subramanian S, Thompson JH, Paskett ED. Characteristics of patient navigation programs in the Cancer Moonshot ACCSIS colorectal cancer screening initiative. J Natl Cancer Inst. 2023 06 08; 115(6):680-694. PMID: 36810931; PMCID: PMC10248850.
      Citations: 2     Fields:    Translation:HumansPHPublic Health
    7. Bramante CT, Buse JB, Liebovitz DM, Nicklas JM, Puskarich MA, Cohen K, Belani HK, Anderson BJ, Huling JD, Tignanelli CJ, Thompson JL, Pullen M, Wirtz EL, Siegel LK, Proper JL, Odde DJ, Klatt NR, Sherwood NE, Lindberg SM, Karger AB, Beckman KB, Erickson SM, Fenno SL, Hartman KM, Rose MR, Mehta T, Patel B, Griffiths G, Bhat NS, Murray TA, Boulware DR, COVID-OUT Study Team. Outpatient treatment of COVID-19 and incidence of post-COVID-19 condition over 10 months (COVID-OUT): a multicentre, randomised, quadruple-blind, parallel-group, phase 3 trial. Lancet Infect Dis. 2023 10; 23(10):1119-1129. PMID: 37302406.
      Citations: 20     Fields:    Translation:HumansCellsCTClinical Trials
    8. Bramante CT, Beckman KB, Mehta T, Karger AB, Odde DJ, Tignanelli CJ, Buse JB, Johnson DM, Watson RHB, Daniel JJ, Liebovitz DM, Nicklas JM, Cohen K, Puskarich MA, Belani HK, Siegel LK, Klatt NR, Anderson B, Hartman KM, Rao V, Hagen AA, Patel B, Fenno SL, Avula N, Reddy NV, Erickson SM, Fricton RD, Lee S, Griffiths G, Pullen MF, Thompson JL, Sherwood N, Murray TA, Rose MR, Boulware DR, Huling JD. Metformin reduces SARS-CoV-2 in a Phase 3 Randomized Placebo Controlled Clinical Trial. medRxiv. 2023 Jun 07. PMID: 37333243; PMCID: PMC10275003.
      Citations:    
    9. Hosseini M, Gao CA, Liebovitz D, Carvalho A, Ahmad FS, Luo Y, MacDonald N, Holmes K, Kho A. An exploratory survey about using ChatGPT in education, healthcare, and research. medRxiv. 2023 Apr 03. PMID: 37066228; PMCID: PMC10104227.
      Citations:    
    10. Boulware DR, Murray TA, Proper JL, Tignanelli CJ, Buse JB, Liebovitz DM, Nicklas JM, Cohen K, Puskarich MA, Belani HK, Siegel LK, Klatt NR, Odde DJ, Karger AB, Ingraham NE, Hartman KM, Rao V, Hagen AA, Patel B, Fenno SL, Avula N, Reddy NV, Erickson SM, Lindberg S, Fricton R, Lee S, Zaman A, Saveraid HG, Tordsen WJ, Pullen MF, Sherwood NE, Huling JD, Bramante CT, COVID-OUT study team. Impact of Severe Acute Respiratory Syndrome Coronavirus 2 (SARS-CoV-2) Vaccination and Booster on Coronavirus Disease 2019 (COVID-19) Symptom Severity Over Time in the COVID-OUT Trial. Clin Infect Dis. 2023 02 08; 76(3):e1-e9. PMID: 36124697; PMCID: PMC9494422.
      Citations: 5     Fields:    Translation:HumansCellsPHPublic HealthCTClinical Trials
    11. Bramante CT, Buse JB, Liebovitz D, Nicklas J, Puskarich MA, Cohen K, Belani H, Anderson B, Huling JD, Tignanelli C, Thompson J, Pullen M, Siegel L, Proper J, Odde DJ, Klatt N, Sherwood N, Lindberg S, Wirtz EL, Karger A, Beckman K, Erickson S, Fenno S, Hartman K, Rose M, Patel B, Griffiths G, Bhat N, Murray TA, Boulware DR. Outpatient treatment of Covid-19 with metformin, ivermectin, and fluvoxamine and the development of Long Covid over 10-month follow-up. medRxiv. 2022 Dec 23. PMID: 36597543; PMCID: PMC9810227.
      Citations:    
    12. Bramante CT, Huling JD, Tignanelli CJ, Buse JB, Liebovitz DM, Nicklas JM, Cohen K, Puskarich MA, Belani HK, Proper JL, Siegel LK, Klatt NR, Odde DJ, Luke DG, Anderson B, Karger AB, Ingraham NE, Hartman KM, Rao V, Hagen AA, Patel B, Fenno SL, Avula N, Reddy NV, Erickson SM, Lindberg S, Fricton R, Lee S, Zaman A, Saveraid HG, Tordsen WJ, Pullen MF, Biros M, Sherwood NE, Thompson JL, Boulware DR, Murray TA, COVID-OUT Trial Team. Randomized Trial of Metformin, Ivermectin, and Fluvoxamine for Covid-19. N Engl J Med. 2022 08 18; 387(7):599-610. PMID: 36070710; PMCID: PMC9945922.
      Citations: 63     Fields:    Translation:HumansCellsCTClinical Trials
    13. Grauer A, Kneifati-Hayek J, Reuland B, Applebaum JR, Adelman JS, Green RA, Lisak-Phillips J, Liebovitz D, Byrd TF, Kansal P, Wilkes C, Falck S, Larson C, Shilka J, VanDril E, Schiff GD, Galanter WL, Lambert BL. Indication alerts to improve problem list documentation. J Am Med Inform Assoc. 2022 04 13; 29(5):909-917. PMID: 34957491; PMCID: PMC9006708.
      Citations:    Fields:    Translation:Humans
    14. Bramante CT, Proper JL, Boulware DR, Karger AB, Murray T, Rao V, Hagen A, Tignanelli CJ, Puskarich M, Cohen K, Liebovitz DM, Klatt NR, Broedlow C, Hartman KM, Nicklas J, Ibrahim S, Zaman A, Saveraid H, Belani H, Ingraham N, Christensen G, Siegel L, Sherwood NE, Fricton R, Lee S, Odde DJ, Buse JB, Huling JD. Vaccination Against SARS-CoV-2 Is Associated With a Lower Viral Load and Likelihood of Systemic Symptoms. Open Forum Infect Dis. 2022 May; 9(5):ofac066. PMID: 35392460; PMCID: PMC8982774.
      Citations: 9     
    15. Mishra V, Liebovitz D, Quinn M, Kang L, Yackel T, Hoyt R. Factors That Influence Clinician Experience with Electronic Health Records. Perspect Health Inf Manag. 2022; 19(1):1f. PMID: 35440924; PMCID: PMC9013220.
      Citations: 1     Fields:    Translation:Humans
    16. Lam H, Quinn M, Cipriano-Steffens T, Jayaprakash M, Koebnick E, Randal F, Liebovitz D, Kim K, Polite B. Identifying actionable strategies: using Consolidated Framework for Implementation Research (CFIR)-informed interviews to evaluate the implementation of a multilevel intervention to improve colorectal cancer screening. Implement Sci Commun. 2021 May 31; 2(1):57. PMID: 34059156; PMCID: PMC8167995.
      Citations: 9     
    17. Tamaritz L, Palacio A, Cohen K, Vojta D, Liebovitz D, Mitchell N, Nicklas J, Lingvay I, Aronne LJ, Anderson E, Demmer R, Bramante CT, Buse J, Clark JM, Usher M, Melton GB, Ingraham N, Tignanelli CJ. Outpatient metformin use is associated with reduced severity of COVID-19 disease in adults with overweight or obesity. J Med Virol. 2021 07; 93(7):4273-4279. PMID: 33580540; PMCID: PMC8013587.
      Citations: 27     Fields:    Translation:HumansCells
    18. Wang AY, Osborne JD, Danila MI, Naidech AM, Liebovitz DM. AllergyMap: An Open Source Corpus of Allergy Mention Normalizations. AMIA Annu Symp Proc. 2020; 2020:1249-1257. PMID: 33936501; PMCID: PMC8075505.
      Citations: 1     Fields:    Translation:Humans
    19. Kim K, Hedeker D, Liebovitz D, Randal F, Jayaprakash M, Quinn M, Lee SM, Lam H, Polite B. Implementing a multilevel intervention to accelerate colorectal cancer screening and follow-up in federally qualified health centers using a stepped wedge design: a study protocol. Implement Sci. 2020 10 29; 15(1):96. PMID: 33121536; PMCID: PMC7599111.
      Citations: 5     Fields:    Translation:HumansCTClinical Trials
    20. Bhasin A, Nam H, Yeh C, Lee J, Liebovitz D, Achenbach C. Is BMI Higher in Younger Patients with COVID-19? Association Between BMI and COVID-19 Hospitalization by Age. Obesity (Silver Spring). 2020 10; 28(10):1811-1814. PMID: 32610371; PMCID: PMC7361943.
      Citations: 21     Fields:    Translation:HumansCellsPHPublic Health
    21. Byrd TF, Ahmad FS, Liebovitz DM, Kho AN. Defragmenting Heart Failure Care: Medical Records Integration. Heart Fail Clin. 2020 Oct; 16(4):467-477. PMID: 32888641; PMCID: PMC8296361.
      Citations: 3     Fields:    Translation:Humans
    22. Joshi RP, Pejaver V, Hammarlund NE, Sung H, Lee SK, Furmanchuk A, Lee HY, Scott G, Gombar S, Shah N, Shen S, Nassiri A, Schneider D, Ahmad FS, Liebovitz D, Kho A, Mooney S, Pinsky BA, Banaei N. A predictive tool for identification of SARS-CoV-2 PCR-negative emergency department patients using routine test results. J Clin Virol. 2020 08; 129:104502. PMID: 32544861; PMCID: PMC7286235.
      Citations: 21     Fields:    Translation:HumansPHPublic Health
    23. Nelson TA, Anderson B, Bian J, Boyd AD, Burton SV, Davis K, Guo Y, Harris BA, Hynes K, Kochendorfer KM, Liebovitz D, Martin K, Moses J, Soulakis ND, Weinbrenner D, White SH, Rothrock NE, Valenta AL, Starren JB, Modave F. Planning for patient-reported outcome implementation: Development of decision tools and practical experience across four clinics. J Clin Transl Sci. 2020 Apr 06; 4(6):498-507. PMID: 33948226; PMCID: PMC8057386.
      Citations: 8     
    24. Liebovitz DM. Machining a New Layer of Drug Safety. Jt Comm J Qual Patient Saf. 2020 01; 46(1):1-2. PMID: 31786148.
      Citations:    Fields:    Translation:Humans
    25. Truong TM, Apfelbaum J, Shahul S, Anitescu M, Danahey K, Knoebel RW, Liebovitz D, Karrison T, van Wijk XMR, Yeo KJ, Meltzer D, Ratain MJ, O'Donnell PH. The ImPreSS Trial: Implementation of Point-of-Care Pharmacogenomic Decision Support in Perioperative Care. Clin Pharmacol Ther. 2019 12; 106(6):1179-1183. PMID: 31433489; PMCID: PMC7214100.
      Citations: 10     Fields:    Translation:HumansCTClinical Trials
    26. Salazar A, Karmiy SJ, Forsythe KJ, Amato MG, Wright A, Lai KH, Lambert BL, Liebovitz DM, Eguale T, Volk LA, Schiff GD. How often do prescribers include indications in drug orders? Analysis of 4 million outpatient prescriptions. Am J Health Syst Pharm. 2019 Jun 18; 76(13):970-979. PMID: 31361884.
      Citations: 8     Fields:    Translation:Humans
    27. Zhang A, Lu X, Gunter CA, Yao S, Tao F, Zhu R, Gui H, Fabbri D, Liebovitz D, Malin B. De facto diagnosis specialties: Recognition and discovery. Learn Health Syst. 2018 Jul; 2(3):e10057. PMID: 31245585; PMCID: PMC6508768.
      Citations: 1     
    28. Alexeeva O, Keswani RN, Pandolfino JE, Liebovitz D, Gregory D, Yadlapati R. Electronic Clinical Decision Support Tools for Obesity and Gastroesophageal Reflux Disease: The Provider's Perspective. Am J Gastroenterol. 2018 06; 113(6):916. PMID: 29855547; PMCID: PMC6366616.
      Citations:    Fields:    Translation:Humans
    29. Liebovitz DM, Fahrenbach J. Rebuttal From Drs Liebovitz and Fahrenbach. Chest. 2018 05; 153(5):1099-1100. PMID: 29476711.
      Citations:    Fields:    
    30. Liebovitz DM, Fahrenbach J. COUNTERPOINT: Is ICD-10 Diagnosis Coding Important in the Era of Big Data? No. Chest. 2018 05; 153(5):1095-1098. PMID: 29476710.
      Citations: 6     Fields:    Translation:Humans
    31. Brisson GE, Barnard C, Tyler PD, Liebovitz DM, Neely KJ. A Framework for Tracking Former Patients in the Electronic Health Record Using an Educational Registry. J Gen Intern Med. 2018 04; 33(4):563-566. PMID: 29302880; PMCID: PMC5880770.
      Citations: 5     Fields:    Translation:Humans
    32. Chen Y, Kho AN, Liebovitz D, Ivory C, Osmundson S, Bian J, Malin BA. Learning bundled care opportunities from electronic medical records. J Biomed Inform. 2018 01; 77:1-10. PMID: 29174994; PMCID: PMC5771885.
      Citations: 10     Fields:    Translation:Humans
    33. Yadlapati R, Pandolfino JE, Alexeeva O, Gregory DL, Craven MR, Liebovitz D, Lichten A, Seger E, Workman M, St Peter N, Craft J, Doerfler B, Keswani RN. The Reflux Improvement and Monitoring (TRIM) Program Is Associated With Symptom Improvement and Weight Reduction for Patients With Obesity and Gastroesophageal Reflux Disease. Am J Gastroenterol. 2018 01; 113(1):23-30. PMID: 29016559; PMCID: PMC5772963.
      Citations: 5     Fields:    Translation:Humans
    34. O'Leary KJ, Liebovitz DM, Wu RC, Ravi K, Knoten CA, Walker AM, Reddy MC. Hospital-Based Clinicians' Use of Technology for Patient Care-Related Communication: A National Survey. J Hosp Med. 2017 07; 12(7):530-535. PMID: 28699941.
      Citations: 8     Fields:    Translation:Humans
    35. Shah SD, Liebovitz D. It Takes Two to Tango: Engaging Patients and Providers With Portals. PM R. 2017 May; 9(5S):S85-S97. PMID: 28527507.
      Citations: 19     Fields:    Translation:Humans
    36. Kao CK, Liebovitz DM. Consumer Mobile Health Apps: Current State, Barriers, and Future Directions. PM R. 2017 May; 9(5S):S106-S115. PMID: 28527495.
      Citations: 100     Fields:    Translation:Humans
    37. Yan C, Chen Y, Li B, Liebovitz D, Malin B. Learning Clinical Workflows to Identify Subgroups of Heart Failure Patients. AMIA Annu Symp Proc. 2016; 2016:1248-1257. PMID: 28269922; PMCID: PMC5333346.
      Citations: 6     Fields:    Translation:Humans
    38. O'Leary KJ, Sharma RK, Killarney A, O'Hara LS, Lohman ME, Culver E, Liebovitz DM, Cameron KA. Patients' and healthcare providers' perceptions of a mobile portal application for hospitalized patients. BMC Med Inform Decis Mak. 2016 Sep 21; 16(1):123. PMID: 27653854; PMCID: PMC5031299.
      Citations: 24     Fields:    
    39. Chen Y, Xie W, Gunter CA, Liebovitz D, Mehrotra S, Zhang H, Malin B. Inferring Clinical Workflow Efficiency via Electronic Medical Record Utilization. AMIA Annu Symp Proc. 2015; 2015:416-25. PMID: 26958173; PMCID: PMC4765602.
      Citations: 17     Fields:    Translation:Humans
    40. O'Leary KJ, Balabanova A, Patyk M, Barnard C, Liebovitz DM, Williams MV. Medical Inpatients' Use of Information Technology: Characterizing the Potential to Share Information Electronically. J Healthc Qual. 2015 Jul-Aug; 37(4):207-20. PMID: 24015846.
      Citations: 7     Fields:    Translation:Humans
    41. O'Leary KJ, Lohman ME, Culver E, Killarney A, Randy Smith G, Liebovitz DM. The effect of tablet computers with a mobile patient portal application on hospitalized patients' knowledge and activation. J Am Med Inform Assoc. 2016 Jan; 23(1):159-65. PMID: 26078412; PMCID: PMC7814920.
      Citations: 54     Fields:    Translation:Humans
    42. Liebovitz D. Next steps for electronic health records to improve the diagnostic process. Diagnosis (Berl). 2015 Jun 01; 2(2):111-116. PMID: 29540026.
      Citations: 4     Fields:    
    43. Chen Y, Ghosh J, Bejan CA, Gunter CA, Gupta S, Kho A, Liebovitz D, Sun J, Denny J, Malin B. Building bridges across electronic health record systems through inferred phenotypic topics. J Biomed Inform. 2015 Jun; 55:82-93. PMID: 25841328; PMCID: PMC4464930.
      Citations: 24     Fields:    
    44. Liebovitz D. Perspectives on electronic prescribing and terminologies. Am Soc Clin Oncol Educ Book. 2013. PMID: 23714550.
      Citations:    Fields:    Translation:Humans
    45. Liebovitz D. Meaningful EHR attributes for an era of accountability, transparency, shared decision making, and value assessment. J Leg Med. 2013; 34(1):43-53. PMID: 23550982.
      Citations: 3     Fields:    Translation:Humans
    46. Payne T, Fellner J, Dugowson C, Liebovitz D, Fletcher G. Use of more than one electronic medical record system within a single health care organization. Appl Clin Inform. 2012; 3(4):462-74. PMID: 23646091; PMCID: PMC3613036.
      Citations: 14     Fields:    Translation:Humans
    47. Zhang W, Gunter CA, Liebovitz D, Tian J, Malin B. Role prediction using Electronic Medical Record system audits. AMIA Annu Symp Proc. 2011; 2011:858-67. PMID: 22195144; PMCID: PMC3243238.
      Citations: 8     Fields:    Translation:Humans
    48. Gunter CA, Liebovitz D, Malin B. Experience-Based Access Management: A Life-Cycle Framework for Identity and Access Management Systems. IEEE Secur Priv. 2011; 9(5):48-55. PMID: 22034582; PMCID: PMC3199376.
      Citations: 9     
    49. Reddy P, Liebovitz D, Chrisman H, Nemcek AA, Noskin GA. Infection control practices among interventional radiologists: results of an online survey. J Vasc Interv Radiol. 2009 Aug; 20(8):1070-1074.e5. PMID: 19647184.
      Citations: 4     Fields:    Translation:HumansPHPublic Health
    50. Liebovitz D. Health care information technology: a cloud around the silver lining? Arch Intern Med. 2009 May 25; 169(10):924-6. PMID: 19468082.
      Citations: 1     Fields:    Translation:Humans
    51. O'Leary KJ, Liebovitz DM, Feinglass J, Liss DT, Evans DB, Kulkarni N, Landler MP, Baker DW. Creating a better discharge summary: improvement in quality and timeliness using an electronic discharge summary. J Hosp Med. 2009 Apr; 4(4):219-25. PMID: 19267397.
      Citations: 45     Fields:    Translation:Humans
    52. Bobb AM, Liebovitz DM, Christensen KL, Kitt SL. Clinical decision support to avoid adverse drug events with anticoagulants. AMIA Annu Symp Proc. 2007 Oct 11; 874. PMID: 18693975.
      Citations:    Fields:    Translation:Humans
    53. Kho A, Rotz D, Alrahi K, Ramsey K, Liebovitz D, Noskin G, Watts C, Cárdenas W. Utility of commonly captured data from an EHR to identify hospitalized patients at risk for clinical deterioration. AMIA Annu Symp Proc. 2007 Oct 11; 404-8. PMID: 18693867; PMCID: PMC2655808.
      Citations: 10     Fields:    Translation:Humans
    54. O'Leary KJ, Liebovitz DM, Feinglass J, Liss DT, Baker DW. Outpatient physicians' satisfaction with discharge summaries and perceived need for an electronic discharge summary. J Hosp Med. 2006 Sep; 1(5):317-20. PMID: 17219519.
      Citations: 19     Fields:    Translation:Humans
    55. O'Leary KJ, Liebovitz DM, Baker DW. How hospitalists spend their time: insights on efficiency and safety. J Hosp Med. 2006 Mar; 1(2):88-93. PMID: 17219478.
      Citations: 29     Fields:    Translation:Humans
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