Northwestern University Feinberg School of Medicine
Institute for Augmented Intelligence in Medicine
Skip to main content

Publications

Browse the list below to see the latest scientific publications stemming from our center faculty’s work. To view publications of specific AI faculty, please visit Membership and select a profile link.

  1. Canning C, Guo J, Narang A, Thomas JD, Ahmad FS  The Emerging Role of Artificial Intelligence in Valvular Heart Disease.  Heart Fail Clin  2023 Jul;19(3):391-405. doi:10.1016/j.hfc.2023.03.001
  2. Mukherjee M, Ogunmoroti O, Jani V, Kapoor K, Beussink-Nelson L, Freed BH, Hays AG, Shah SJ, Michos ED  Characteristics of Right Ventricular to Pulmonary Arterial Coupling and Association With Functional Status Among Older Aged Adults from the Multi-Ethnic Study of Atherosclerosis.  Am J Cardiol  2023 Jun 01;196:41-51. doi:10.1016/j.amjcard.2023.03.016
  3. Zhao Z, Cao K, Watanabe J, Philips CN, Zeidner JM, Ishi Y, Wang Q, Gold SR, Junkins K, Bartom ET  et al.  Therapeutic targeting of metabolic vulnerabilities in cancers with MLL3/4-COMPASS epigenetic regulator mutations.  J Clin Invest  2023 May 30;. pii:e169993
  4. Butt JH, Kondo T, Yang M, Jhund PS, Docherty KF, Vaduganathan M, Claggett BL, Hernandez AF, Lam CSP, Inzucchi SE  et al.  Heart failure, peripheral artery disease, and dapagliflozin: a patient-level meta-analysis of DAPA-HF and DELIVER.  Eur Heart J  2023 May 23;. pii:ehad276
  5. Chatur S, Vaduganathan M, Claggett B, Vardeny O, Desai AS, Jhund PS, de Boer RA, Lam CSP, Kosiborod MN, Shah SJ  et al.  Dapagliflozin and diuretic utilization in heart failure with mildly reduced or preserved ejection fraction: the DELIVER trial.  Eur Heart J  2023 May 23;. pii:ehad283
  6. Ostrominski JW, Thierer J, Claggett BL, Miao ZM, Desai AS, Jhund PS, Kosiborod MN, Lam CSP, Inzucchi SE, Martinez FA  et al.  Cardio-Renal-Metabolic Overlap, Outcomes, and Dapagliflozin in Heart Failure with Mildly Reduced or Preserved Ejection Fraction.  JACC Heart Fail  2023 May 22;. pii:S2213-1779(23)00251-2
  7. Chatur S, Cunningham JW, Vaduganathan M, Mc Causland FR, Claggett BL, Desai AS, Miao ZM, Jhund PS, de Boer RA, Hernandez AF  et al.  Renal and Blood Pressure Effects of Dapagliflozin in Recently Hospitalized Patients with Heart Failure with Mildly Reduced or Preserved Ejection Fraction: Insights from the DELIVER Trial.  Eur J Heart Fail  2023 May 22;. doi:10.1002/ejhf.2915
  8. Bhatt AS, Lindholm D, Nilsson A, Zaozerska N, Claggett BL, Vaduganathan M, Kosiborod MN, Lam CSP, Hernandez AF, Martinez FA  et al.  Operational Challenges and Mitigation Measures During the COVID-19 Pandemic - Lessons From DELIVER.  Am Heart J  2023 May 21;. pii:S0002-8703(23)00132-1
  9. Chatur S, Kondo T, Claggett BL, Docherty K, Miao ZM, Desai AS, Jhund PS, de Boer RA, Hernandez AF, Inzucchi SE  et al.  Effects of Dapagliflozin on Heart Failure Hospitalizations According to Severity of Inpatient Course: Insights from DELIVER and DAPA-HF.  Eur J Heart Fail  2023 May 21;. doi:10.1002/ejhf.2912
  10. Peikert A, Chandra A, Kosiborod MN, Claggett BL, Desai AS, Jhund PS, Lam CSP, Inzucchi SE, Martinez FA, de Boer RA  et al.  Association of Dapagliflozin vs Placebo With Individual Kansas City Cardiomyopathy Questionnaire Components in Patients With Heart Failure With Mildly Reduced or Preserved Ejection Fraction: A Secondary Analysis of the DELIVER Trial.  JAMA Cardiol  2023 May 20;. pii:e231342
  11. Nassif ME, Windsor SL, Gosch K, Borlaug BA, Husain M, Inzucchi SE, Kitzman DW, McGuire DK, Pitt B, Scirica BM  et al.  Dapagliflozin Improves Heart Failure Symptoms and Physical Limitations Across the Full Range of Ejection Fraction: Pooled Patient-Level Analysis From DEFINE-HF and PRESERVED-HF Trials.  Circ Heart Fail  2023 May 19;:e009837. doi:10.1161/CIRCHEARTFAILURE.122.009837
  12. Joo YY, Pacheco JA, Thompson WK, Rasmussen-Torvik LJ, Rasmussen LV, Lin FTJ, Andrade M, Borthwick KM, Bottinger E, Cagan A  et al.  Multi-ancestry genome- and phenome-wide association studies of diverticular disease in electronic health records with natural language processing enriched phenotyping algorithm.  PLoS One  2023;18(5):e0283553. pii:e0283553
  13. Borlaug BA, Sharma K, Shah SJ, Ho JE  Heart Failure With Preserved Ejection Fraction: JACC Scientific Statement.  J Am Coll Cardiol  2023 May 09;81(18):1810-1834. doi:10.1016/j.jacc.2023.01.049
  14. Hoffmann AD, Weinberg SE, Swaminathan S, Chaudhuri S, Almubarak HF, Schipma MJ, Mao C, Wang X, El-Shennawy L, Dashzeveg NK  et al.  Unique molecular signatures sustained in circulating monocytes and regulatory T cells in convalescent COVID-19 patients.  Clin Immunol  2023 May 05;252:109634. doi:10.1016/j.clim.2023.109634
  15. Premkumar A, Fry JT, Bolden JR, Grobman WA, Michelson KN  The value and limitations of using predetermined criteria in decision making for maternal-fetal interventions.  Prenat Diagn  2023 May 04;. doi:10.1002/pd.6363
  16. Maimone C, Dolan BM, Green MM, Sanguino SM, Garcia PM, O'Brien CL  Utilizing Natural Language Processing of Narrative Feedback to Develop a Predictive Model of Pre-Clerkship Performance: Lessons Learned.  Perspect Med Educ  2023;12(1):141-148. doi:10.5334/pme.40
  17. Liu T, Wang J, Yang H, Jin Q, Wang X, Fu Y, Luan Y, Wang Q, Youngblood MW, Lu X  et al.  Enhancer Coamplification and Hijacking Promote Oncogene Expression in Liposarcoma.  Cancer Res  2023 May 02;83(9):1517-1530. doi:10.1158/0008-5472.CAN-22-1858
  18. Gerratana L, Davis AA, Velimirovic M, Reduzzi C, Clifton K, Bucheit L, Hensing WL, Shah AN, Pivetta T, Dai CS  et al.  Cyclin-Dependent Kinase 4/6 Inhibitors Beyond Progression in Metastatic Breast Cancer: A Retrospective Real-World Biomarker Analysis.  JCO Precis Oncol  2023 May;7:e2200531. doi:10.1200/PO.22.00531
  19. Chamberlain AM, Cooper-DeHoff RM, Fontil V, Nilles EK, Shaw KM, Smith M, Lin F, Vittinghoff E, Maeztu C, Todd JV  et al.  Disruption in Blood Pressure Control With the COVID-19 Pandemic: The PCORnet Blood Pressure Control Laboratory.  Mayo Clin Proc  2023 May;98(5):662-675. doi:10.1016/j.mayocp.2022.12.024
  20. Nilles EK, Champon X, Mulder H, Shaw KM, Smith M, Lampron ZM, Wozniak G, Chamberlain AM, Carton T, Viera AJ  et al.  Seasonal variation in blood pressure control across US health systems.  J Hypertens  2023 May 01;41(5):751-758. doi:10.1097/HJH.0000000000003396
  21. Patterson V, Ullah F, Bryant L, Griffin JN, Sidhu A, Saliganan S, Blaile M, Saenz MS, Smith R, Ellingwood S  et al.  Abrogation of MAP4K4 protein function causes congenital anomalies in humans and zebrafish.  Sci Adv  2023 Apr 28;9(17):eade0631. pii:eade0631
  22. Michaëlsson E, Lund LH, Hage C, Shah SJ, Voors AA, Saraste A, Redfors B, Grove EL, Barasa A, Richards AM  et al.  Myeloperoxidase Inhibition Reverses Biomarker Profiles Associated With Clinical Outcomes in HFpEF.  JACC Heart Fail  2023 Apr 27;. pii:S2213-1779(23)00125-7
  23. Gao CA, Markov NS, Stoeger T, Pawlowski AE, Kang M, Nannapaneni P, Grant RA, Pickens C, Walter JM, Kruser JM  et al.  Machine learning links unresolving secondary pneumonia to mortality in patients with severe pneumonia, including COVID-19.  J Clin Invest  2023 Apr 27;. pii:e170682
  24. Gao CA, Howard FM, Markov NS, Dyer EC, Ramesh S, Luo Y, Pearson AT  Comparing scientific abstracts generated by ChatGPT to real abstracts with detectors and blinded human reviewers.  NPJ Digit Med  2023 Apr 26;6(1):75. pii:75
  25. Jhund PS, Claggett BL, Talebi A, Butt JH, Gasparyan SB, Wei LJ, McCaw ZR, Wilderäng U, Bengtsson O, Desai AS  et al.  Effect of Dapagliflozin on Total Heart Failure Events in Patients With Heart Failure With Mildly Reduced or Preserved Ejection Fraction: A Prespecified Analysis of the DELIVER Trial.  JAMA Cardiol  2023 Apr 26;. pii:e230711
  26. Rong R, Sheng H, Jin KW, Wu F, Luo D, Wen Z, Tang C, Yang DM, Jia L, Amgad M  et al.  A Deep Learning Approach for Histology-Based Nucleus Segmentation and Tumor Microenvironment Characterization.  Mod Pathol  2023 Apr 24;:100196. doi:10.1016/j.modpat.2023.100196
  27. Chuzi S, Tanaka Y, Bavishi A, Bruce M, Van Wagner LB, Wilcox JE, Ahmad FS, Ladner DP, Lagu T, Khan SS  Association Between End-Stage Liver Disease and Incident Heart Failure in an Integrated Health System.  J Gen Intern Med  2023 Apr 24;. doi:10.1007/s11606-023-08199-z
  28. Bilaver LA, Wang H, Naidech AM, Luo Y, Das R, Sehgal S, Gupta R  Natural language processing of pediatric progress notes for the identification of food allergy.  J Allergy Clin Immunol Pract  2023 Apr 23;. pii:S2213-2198(23)00421-X
  29. Coelho DR, Palma FR, Paviani V, LaFond KM, Huang Y, Wang D, Wray B, Rao S, Yue F, Bonini MG  et al.  SOCS1 regulates a subset of NFκB-target genes through direct chromatin binding and defines macrophage functional phenotypes.  iScience  2023 Apr 21;26(4):106442. pii:106442
  30. Wang H, Li Y, Hutch MR, Kline AS, Otero S, Mithal LB, Miller ES, Naidech A, Luo Y  Patterns of diverse and changing sentiments towards COVID-19 vaccines: a sentiment analysis study integrating 11 million tweets and surveillance data across over 180 countries.  J Am Med Inform Assoc  2023 Apr 19;30(5):923-931. doi:10.1093/jamia/ocad029
  31. Hitsman B, Papandonatos GD, Gollan JK, Huffman MD, Niaura R, Mohr DC, Veluz-Wilkins AK, Lubitz SF, Hole A, Leone FT  et al.  Efficacy and safety of combination behavioral activation for smoking cessation and varenicline for treating tobacco dependence among individuals with current or past major depressive disorder: A 2 × 2 factorial, randomized, placebo-controlled trial.  Addiction  2023 Apr 17;. doi:10.1111/add.16209
  32. Lam CSP, Lund LH, Shah SJ, Voors AA, Erlinge D, Saraste A, Pirazzi C, Grove EL, Barasa A, Schou M  et al.  Myeloperoxidase Inhibition in Heart Failure With Preserved or Mildly Reduced Ejection Fraction: SATELLITE Trial Results.  J Card Fail  2023 Apr 16;. pii:S1071-9164(23)00142-2
  33. Dixon DD, Beussink-Nelson L, Deo R, Shah SJ  Differences in Cardiac Mechanics and Exercise Physiology Among Heart Failure With Preserved Ejection Fraction Phenomapping Subgroups.  Am J Cardiol  2023 Apr 15;193:102-110. doi:10.1016/j.amjcard.2022.12.027
  34. Carson MB, Gonzales S, Shaw P, Schneider D, Holmes K  Bridging the gap: A library-based collaboration to enhance data skills for clinical researchers.  Learn Health Syst  2023 Apr;7(2):e10339. pii:e10339
  35. Butt JH, Docherty KF, Claggett BL, Desai AS, Fang JC, Petersson M, Langkilde AM, de Boer RA, Cabrera Honorio JW, Hernandez AF  et al.  Dapagliflozin in Black and White Patients With Heart Failure Across the Ejection Fraction Spectrum.  JACC Heart Fail  2023 Apr;11(4):375-388. doi:10.1016/j.jchf.2022.11.014
  36. Butt JH, Docherty KF, Claggett BL, Desai AS, Petersson M, Langkilde AM, de Boer RA, Hernandez AF, Inzucchi SE, Kosiborod MN  et al.  Association of Dapagliflozin Use With Clinical Outcomes and the Introduction of Uric Acid-Lowering Therapy and Colchicine in Patients With Heart Failure With and Without Gout: A Patient-Level Pooled Meta-analysis of DAPA-HF and DELIVER.  JAMA Cardiol  2023 Apr 01;8(4):386-393. doi:10.1001/jamacardio.2022.5608
  37. Friedewald JJ, Schantz K, Mehrotra S  Kidney organ allocation: reducing discards.  Curr Opin Organ Transplant  2023 Apr 01;28(2):145-148. doi:10.1097/MOT.0000000000001049
  38. Lutgendorf SK, Zia S, Luo Y, O'Donnell M, van Bokhoven A, Bradley CS, Gallup R, Pierce J, Taple BJ, Naliboff BD  et al.  Early and recent exposure to adversity, TLR-4 stimulated inflammation, and diurnal cortisol in women with interstitial cystitis/bladder pain syndrome: A MAPP research network study.  Brain Behav Immun  2023 Mar 29;111:116-123. doi:10.1016/j.bbi.2023.03.024
  39. Ross SM, Wang A, Anthony L, Persell SD, Yu J, Kho AN  Is more better? The impact of implementing more interventions for hypertension control in a practice facilitation study for small- and medium-sized practices.  J Hum Hypertens  2023 Mar 22;. doi:10.1038/s41371-023-00813-1
  40. Litwin SE, Komtebedde J, Hu M, Burkhoff D, Hasenfuß G, Borlaug BA, Solomon SD, Zile MR, Mohan RC, Khawash R  et al.  Exercise-Induced Left Atrial Hypertension in Heart Failure With Preserved Ejection Fraction.  JACC Heart Fail  2023 Mar 14;. pii:S2213-1779(23)00095-1
  41. Liu Y, Luo Y, Naidech AM  Big Data in Stroke: How to Use Big Data to Make the Next Management Decision.  Neurotherapeutics  2023 Mar 10;. doi:10.1007/s13311-023-01358-4
  42. Xiao B, Velez Edwards DR, Lucas A, Drivas T, Gray K, Keating B, Weng C, Jarvik GP, Hakonarson H, Kottyan L  et al.  Inference of Causal Relationships Between Genetic Risk Factors for Cardiometabolic Phenotypes and Female-Specific Health Conditions.  J Am Heart Assoc  2023 Mar 07;12(5):e026561. pii:e026561
  43. Moffitt KL, Nakamura MM, Young CC, Newhams MM, Halasa NB, Reed JN, Fitzgerald JC, Spinella PC, Soma VL, Walker TC  et al.  Community-Onset Bacterial Coinfection in Children Critically Ill With Severe Acute Respiratory Syndrome Coronavirus 2 Infection.  Open Forum Infect Dis  2023 Mar;10(3):ofad122. pii:ofad122
  44. Giro P, Cunningham JW, Rasmussen-Torvik L, Bielinski SJ, Larson NB, Colangelo LA, Jacobs DR, Gross M, Reiner AP, Lloyd-Jones DM  et al.  Missense Genetic Variation of ICAM1 and Incident Heart Failure.  J Card Fail  2023 Mar 05;. pii:S1071-9164(23)00042-8
  45. Rissman L, Derrington S, Michelson KN  Prognostic Conversations Between Parents and Physicians in the Pediatric Intensive Care Unit.  Am J Crit Care  2023 Mar 01;32(2):118-126. doi:10.4037/ajcc2023729
  46. Polanka BM, Yanek LR, Hays AG, Sharma K, Shah SJ, St-Onge MP, Ouyang P, Mathews L  The association of multidimensional sleep health with adiposity in heart failure with preserved ejection fraction.  Heart Lung  2023;58:144-151. doi:10.1016/j.hrtlng.2022.12.005
  47. Bunney G, Tran S, Han S, Gu C, Wang H, Luo Y, Dresden S  Using Machine Learning to Predict Hospital Disposition With Geriatric Emergency Department Innovation Intervention.  Ann Emerg Med  2023 Mar;81(3):353-363. doi:10.1016/j.annemergmed.2022.07.026
  48. Gard EK, Beale AL, Telles F, Silvestry FE, Hanff T, Hummel SL, Litwin SE, Petrie MC, Shah SJ, Borlaug BA  et al.  Left atrial enlargement is associated with pulmonary vascular disease in heart failure with preserved ejection fraction.  Eur J Heart Fail  2023 Feb 27;. doi:10.1002/ejhf.2805
  49. Tsueng G, Cano MAA, Bento J, Czech C, Kang M, Pache L, Rasmussen LV, Savidge TC, Starren J, Wu Q  et al.  Developing a standardized but extendable framework to increase the findability of infectious disease datasets.  Sci Data  2023 Feb 23;10(1):99. pii:99
  50. Kim M, Kwasny MJ, Bailey SC, Benavente JY, Zheng P, Bonham M, Luu HQ, Cecil P, Agyare P, O'Conor R  et al.  MidCog study: a prospective, observational cohort study investigating health literacy, self-management skills and cognitive function in middle-aged adults.  BMJ Open  2023 Feb 23;13(2):e071899. pii:e071899