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Publications

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

  1. Jonathan GK, Abitante G, McBride A, Bernstein-Sandler M, Babington P, Dopke CA, Rossom RC, Mohr DC, Goulding EH  LiveWell, a smartphone-based self-management intervention for bipolar disorder: Intervention participation and usability analysis.  J Affect Disord  2024 Apr 01;350:926-936. doi:10.1016/j.jad.2024.01.099
  2. Hitsman B, Papandonatos GD, Fox EN, Bauer AM, Gollan JK, Huffman MD, Mohr DC, Leone FT, Khan SS, Achenbach CJ  et al.  Effect of early medication adherence on behavioral treatment utilization and smoking cessation among individuals with current or past major depressive disorder.  Addict Behav  2024 Apr;151:107952. doi:10.1016/j.addbeh.2024.107952
  3. Doiron JE, Li Z, Yu X, LaPenna KB, Quiriarte H, Allerton TD, Koul K, Malek A, Shah SJ, Sharp TE  et al.  Early Renal Denervation Attenuates Cardiac Dysfunction in Heart Failure With Preserved Ejection Fraction.  J Am Heart Assoc  2024 Feb 20;13(4):e032646. doi:10.1161/JAHA.123.032646
  4. Suzuki K, Hatzikotoulas K, Southam L, Taylor HJ, Yin X, Lorenz KM, Mandla R, Huerta-Chagoya A, Melloni GEM, Kanoni S  et al.  Genetic drivers of heterogeneity in type 2 diabetes pathophysiology.  Nature  2024 Feb 19;. doi:10.1038/s41586-024-07019-6
  5. Li Z, Lei Y, Bui Q, DePaul O, Nicol GE, Mohr DC, Lee SI, Fong MWM, Metts CL, Tomazin SE  et al.  A Digital Intervention to Promote Self-Management Self-Efficacy Among Community-Dwelling Individuals With Stroke: Pilot Randomized Controlled Trial.  JMIR Rehabil Assist Technol  2024 Feb 19;11:e50863. doi:10.2196/50863
  6. Yaku H, Fudim M, Shah SJ  Role of splanchnic circulation in the pathogenesis of heart failure: State-of-the-art review.  J Cardiol  2024 Feb 16;. pii:S0914-5087(24)00022-4
  7. Mc Causland FR, Claggett BL, Vaduganathan M, Desai A, Jhund P, Vardeny O, Fang JC, de Boer RA, Docherty KF, Hernandez AF  et al.  Decline in Estimated Glomerular Filtration Rate After Dapagliflozin in Heart Failure With Mildly Reduced or Preserved Ejection Fraction: A Prespecified Secondary Analysis of the DELIVER Randomized Clinical Trial.  JAMA Cardiol  2024 Feb 01;9(2):144-152. doi:10.1001/jamacardio.2023.4664
  8. Tager JB, Hinojosa JT, LiaBraaten BM, Balistreri KA, Aniciete D, Charleston E, Frader JE, White DB, Clayman ML, Sorce LR  et al.  Challenges of Families of Patients Hospitalized in the PICU: A Preplanned Secondary Analysis From the Navigate Dataset.  Pediatr Crit Care Med  2024 Feb 01;25(2):128-138. doi:10.1097/PCC.0000000000003385
  9. Gudenkauf B, Shaya G, Mukherjee M, Michos ED, Madrazo J, Mathews L, Shah SJ, Sharma K, Hays AG  Insulin resistance is associated with subclinical myocardial dysfunction and reduced functional capacity in heart failure with preserved ejection fraction.  J Cardiol  2024 Feb;83(2):100-104. doi:10.1016/j.jjcc.2023.06.008
  10. Lakhtakia T, Smith SR, Mohr DC, Stamatis CA  Longitudinal associations of daily affective dynamics with depression, generalized anxiety, and social anxiety symptoms.  J Affect Disord  2024 Jan 27;. pii:S0165-0327(24)00270-2
  11. Munsell EGS, Bui Q, Kaufman KJ, Tomazin SE, Regan BA, Lenze EJ, Lee JM, Mohr DC, Fong MWM, Metts CL  et al.  Intraindividual variability in post-stroke cognition and its relationship with activities of daily living and social functioning: an ecological momentary assessment approach.  Top Stroke Rehabil  2024 Jan 26;:1-12. doi:10.1080/10749357.2024.2307203
  12. Vardeny O, Desai AS, Jhund PS, Fang JC, Claggett B, de Boer RA, Hernandez AF, Inzucchi SE, Kosiborod MN, Lam CSP  et al.  Dapagliflozin and Mode of Death in Heart Failure With Improved Ejection Fraction: A Post Hoc Analysis of the DELIVER Trial.  JAMA Cardiol  2024 Jan 24;. pii:e235318
  13. Belue MJ, Harmon SA, Yang D, An JY, Gaur S, Law YM, Turkbey E, Xu Z, Tetreault J, Lay NS  et al.  Deep Learning-Based Detection and Classification of Bone Lesions on Staging Computed Tomography in Prostate Cancer: A Development Study.  Acad Radiol  2024 Jan 22;. pii:S1076-6332(24)00008-4
  14. Tavolara TE, Niazi MKK, Feldman AL, Jaye DL, Flowers C, Cooper LAD, Gurcan MN  Translating prognostic quantification of c-MYC and BCL2 from tissue microarrays to whole slide images in diffuse large B-cell lymphoma using deep learning.  Diagn Pathol  2024 Jan 19;19(1):17. pii:17
  15. Maning J, Shah SJ, Patel RB  With Great Data Come Great Responsibilities: The Cardiac Amyloidosis Registry Study.  J Card Fail  2024 Jan 18;. pii:S1071-9164(24)00014-9
  16. Mathur R, Wang Q, Schupp PG, Nikolic A, Hilz S, Hong C, Grishanina NR, Kwok D, Stevers NO, Jin Q  et al.  Glioblastoma evolution and heterogeneity from a 3D whole-tumor perspective.  Cell  2024 Jan 18;187(2):446-463.e16. doi:10.1016/j.cell.2023.12.013
  17. Kosiborod MN, Verma S, Borlaug BA, Butler J, Davies MJ, Jon Jensen T, Rasmussen S, Erlang Marstrand P, Petrie MC, Shah SJ  et al.  Effects of Semaglutide on Symptoms, Function, and Quality of Life in Patients With Heart Failure With Preserved Ejection Fraction and Obesity: A Prespecified Analysis of the STEP-HFpEF Trial.  Circulation  2024 Jan 16;149(3):204-216. doi:10.1161/CIRCULATIONAHA.123.067505
  18. Meyerhoff J, Beltzer M, Popowski S, Karr CJ, Nguyen T, Williams JJ, Krause CJ, Kumar H, Bhattacharjee A, Mohr DC  et al.  Small Steps over time: A longitudinal usability test of an automated interactive text messaging intervention to support self-management of depression and anxiety symptoms.  J Affect Disord  2024 Jan 15;345:122-130. doi:10.1016/j.jad.2023.10.119
  19. Huang J, Galal G, Mukhin V, Etemadi M, Tanna AP  Prediction and Detection of Glaucomatous Visual Field Progression Using Deep Learning on Macular OCT.  J Glaucoma  2024 Jan 12;. doi:10.1097/IJG.0000000000002359
  20. Fudim M, Litwin SE, Borlaug BA, Mohan RC, Price MJ, Fail P, Zirakashvili T, Shaburishvili T, Goyal P, Hummel SL  et al.  Endovascular Ablation of the Right Greater Splanchnic Nerve in Heart Failure With Preserved Ejection Fraction: Rationale, Design and Lead-in Phase Results of the REBALANCE-HF Trial.  J Card Fail  2024 Jan 09;. pii:S1071-9164(24)00002-2
  21. Irmakci I, Nateghi R, Zhou R, Vescovo M, Saft M, Ross AE, Yang XJ, Cooper LAD, Goldstein JA  Tissue Contamination Challenges the Credibility of Machine Learning Models in Real World Digital Pathology.  Mod Pathol  2024 Jan 06;37(3):100422. doi:10.1016/j.modpat.2024.100422
  22. Myhre PL, Hung CL, Frost MJ, Jiang Z, Ouwerkerk W, Teramoto K, Svedlund S, Saraste A, Hage C, Tan RS  et al.  External validation of a deep learning algorithm for automated echocardiographic strain measurements.  Eur Heart J Digit Health  2024 Jan;5(1):60-68. doi:10.1093/ehjdh/ztad072
  23. Nolla K, Rasmussen LV, Rothrock NE, Butt Z, Bass M, Davis K, Cella D, Gershon R, Barnard C, Chmiel R  et al.  Seamless Integration of Computer-Adaptive Patient Reported Outcomes into an Electronic Health Record.  Appl Clin Inform  2024 Jan;15(1):145-154. doi:10.1055/a-2235-9557
  24. Agrawal V, Manouchehri A, Vaitinadin NS, Shi M, Bagheri M, Gupta DK, Kullo IJ, Luo Y, McNally EM, Puckelwartz MJ  et al.  Identification of Clinical Drivers of Left Atrial Enlargement Through Genomics of Left Atrial Size.  Circ Heart Fail  2024 Jan;17(1):e010557. doi:10.1161/CIRCHEARTFAILURE.123.010557
  25. Amgad M, Hodge JM, Elsebaie MAT, Bodelon C, Puvanesarajah S, Gutman DA, Siziopikou KP, Goldstein JA, Gaudet MM, Teras LR  et al.  A population-level digital histologic biomarker for enhanced prognosis of invasive breast cancer.  Nat Med  2024 Jan;30(1):85-97. doi:10.1038/s41591-023-02643-7
  26. Litwin SE, Komtebedde J, Seidler T, Borlaug BA, Winkler S, Solomon SD, Eicher JC, Mazimba S, Khawash R, Sverdlov AL  et al.  Obesity in heart failure with preserved ejection fraction: Insights from the REDUCE LAP-HF II trial.  Eur J Heart Fail  2024 Jan;26(1):177-189. doi:10.1002/ejhf.3092
  27. Shah SJ, Fine N, Garcia-Pavia P, Klein AL, Fernandes F, Weissman NJ, Maurer MS, Boman K, Gundapaneni B, Sultan MB  et al.  Effect of Tafamidis on Cardiac Function in Patients With Transthyretin Amyloid Cardiomyopathy: A Post Hoc Analysis of the ATTR-ACT Randomized Clinical Trial.  JAMA Cardiol  2024 Jan 01;9(1):25-34. doi:10.1001/jamacardio.2023.4147
  28. Narcisse DI, Kim H, Wruck LM, Stebbins AL, Muñoz D, Kripalani S, Effron MB, Gupta K, Anderson RD, Jain SK  et al.  Comparative Effectiveness of Aspirin Dosing in Cardiovascular Disease and Diabetes Mellitus: A Subgroup Analysis of the ADAPTABLE Trial.  Diabetes Care  2024 Jan 01;47(1):81-88. doi:10.2337/dc23-0749
  29. 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  2024 Jan;30(1):104-110. doi:10.1016/j.cardfail.2023.04.003
  30. Eickelberg G, Sanchez-Pinto LN, Kline AS, Luo Y  Transportability of bacterial infection prediction models for critically ill patients.  J Am Med Inform Assoc  2023 Dec 22;31(1):98-108. doi:10.1093/jamia/ocad174
  31. Butt JH, Jering K, DE Boer RA, Claggett BL, Desai AS, Hernandez AF, Inzucchi SE, Jhund PS, Køber L, Kosiborod MN  et al.  Heart Failure, Investigator-Reported Sleep Apnea and Dapagliflozin: A Patient-Level Pooled Meta-Analysis of DAPA-HF and DELIVER.  J Card Fail  2023 Dec 15;. pii:S1071-9164(23)00913-2
  32. Dehkordi SR, Wong IT, Ni J, Luebeck J, Zhu K, Prasad G, Krockenberger L, Xu G, Chowdhury B, Rajkumar U  et al.  Breakage fusion bridge cycles drive high oncogene copy number, but not intratumoral genetic heterogeneity or rapid cancer genome change.  bioRxiv  2023 Dec 13;. pii:2023.12.12.571349
  33. Ostrominski JW, Vaduganathan M, Selvaraj S, Claggett BL, Miao ZM, Desai AS, Jhund PS, Kosiborod MN, Lam CSP, Inzucchi SE  et al.  Dapagliflozin and Apparent Treatment-Resistant Hypertension in Heart Failure With Mildly Reduced or Preserved Ejection Fraction: The DELIVER Trial.  Circulation  2023 Dec 12;148(24):1945-1957. doi:10.1161/CIRCULATIONAHA.123.065254
  34. Espinoza JC, Sehgal S, Phuong J, Bahroos N, Starren J, Wilcox A, Meeker D  Development of a social and environmental determinants of health informatics maturity model.  J Clin Transl Sci  2023;7(1):e266. pii:e266
  35. Castaño A, Heitner SB, Masri A, Huda A, Calambur V, Bruno M, Schumacher J, Emir B, Isherwood C, Shah SJ  EstimATTR: A Simplified, Machine-Learning-Based Tool to Predict the Risk of Wild-Type Transthyretin Amyloid Cardiomyopathy.  J Card Fail  2023 Dec 07;. pii:S1071-9164(23)00895-3
  36. McMurray JJV, Docherty KF, de Boer RA, Hammarstedt A, Kitzman DW, Kosiborod MN, Maria Langkilde A, Reicher B, Senni M, Shah SJ  et al.  Effect of Dapagliflozin Versus Placebo on Symptoms and 6-Minute Walk Distance in Patients With Heart Failure: The DETERMINE Randomized Clinical Trials.  Circulation  2023 Dec 07;. doi:10.1161/CIRCULATIONAHA.123.065061
  37. Giro P, Taylor KD, Shah SJ, Patel RB  The pK56M ICAM1 HFpEF risk variant and inflammatory biomarkers.  Am Heart J Plus  2023 Dec;36. pii:100346
  38. Erhardsson M, Ljung Faxén U, Venkateshvaran A, Svedlund S, Saraste A, Lagerström Fermer M, Gan LM, Shah SJ, Tromp J, Sp Lam C  et al.  Regional differences and coronary microvascular dysfunction in heart failure with preserved ejection fraction.  ESC Heart Fail  2023 Dec;10(6):3729-3734. doi:10.1002/ehf2.14569
  39. Stamatis CA, Liu T, Meyerhoff J, Meng Y, Cho YM, Karr CJ, Curtis BL, Ungar LH, Mohr DC  Specific associations of passively sensed smartphone data with future symptoms of avoidance, fear, and physiological distress in social anxiety.  Internet Interv  2023 Dec;34:100683. pii:100683
  40. Meyerhoff J, Kornfield R, Lattie EG, Knapp AA, Kruzan KP, Jacobs M, Stamatis CA, Taple BJ, Beltzer ML, Berry ABL  et al.  From formative design to service-ready therapeutic: A pragmatic approach to designing digital mental health interventions across domains.  Internet Interv  2023 Dec;34:100677. pii:100677
  41. Bhatt AS, Kosiborod MN, Claggett BL, Miao ZM, Vaduganathan M, Lam CSP, Hernandez AF, Martinez FA, Inzucchi SE, Shah SJ  et al.  Impact of COVID-19 in patients with heart failure with mildly reduced or preserved ejection fraction enrolled in the DELIVER trial.  Eur J Heart Fail  2023 Dec;25(12):2177-2188. doi:10.1002/ejhf.3043
  42. Kornfield R, Stamatis CA, Bhattacharjee A, Pang B, Nguyen T, Williams JJ, Kumar H, Popowski S, Beltzer M, Karr CJ  et al.  A text messaging intervention to support the mental health of young adults: User engagement and feedback from a field trial of an intervention prototype.  Internet Interv  2023 Dec;34:100667. pii:100667
  43. Gonzalez Sepulveda JM, Mehrotra S, Yang JC, Schantz KJ, Becker Y, Formica R, Ladner DP, Kaufman D, Friedewald J  Physician Preferences when Selecting Candidates for Lower-Quality Kidney Offers.  Clin J Am Soc Nephrol  2023 Dec 01;18(12):1599-1609. doi:10.2215/CJN.0000000000000302
  44. Salerno C, Pack QR, Jurkowski B, McAnally K, Dejong C, Ahmad FS, Lagu T  "I Just Wanted Nothing More Than to Get in a Real Shower": Patient Experience of the Inpatient Wait for a Heart Transplant.  J Card Fail  2023 Dec;29(12):1672-1677. doi:10.1016/j.cardfail.2023.05.020
  45. Gupta Y, Friedman DJ, McNulty MT, Khan A, Lane B, Wang C, Ke J, Jin G, Wooden B, Knob AL  et al.  Strong protective effect of the APOL1 p.N264K variant against G2-associated focal segmental glomerulosclerosis and kidney disease.  Nat Commun  2023 Nov 30;14(1):7836. pii:7836
  46. Butler J, Abildstrøm SZ, Borlaug BA, Davies MJ, Kitzman DW, Petrie MC, Shah SJ, Verma S, Abhayaratna WP, Chopra V  et al.  Semaglutide in Patients With Obesity and Heart Failure Across Mildly Reduced or Preserved Ejection Fraction.  J Am Coll Cardiol  2023 Nov 28;82(22):2087-2096. doi:10.1016/j.jacc.2023.09.811
  47. Chatur S, Vaduganathan M, Claggett BL, Cunningham JW, Docherty KF, Desai AS, Jhund PS, de Boer RA, Hernandez AF, Inzucchi SE  et al.  Outpatient Worsening Among Patients With Mildly Reduced and Preserved Ejection Fraction Heart Failure in the DELIVER Trial.  Circulation  2023 Nov 28;148(22):1735-1745. doi:10.1161/CIRCULATIONAHA.123.066506
  48. Keles E, Bagci U  The past, current, and future of neonatal intensive care units with artificial intelligence: a systematic review.  NPJ Digit Med  2023 Nov 27;6(1):220. pii:220
  49. Li L, Hong C, Xu J, Chung CY, Leung AK, Boncan DAT, Cheng L, Lo KW, Lai PBS, Wong J  et al.  Accurate identification of structural variations from cancer samples.  Brief Bioinform  2023 Nov 22;25(1). pii:bbad520
  50. Lau ES, Roshandelpoor A, Zarbafian S, Wang D, Guseh JS, Allen N, Varadarajan V, Nayor M, Shah RV, Lima JAC  et al.  Eicosanoid and eicosanoid-related inflammatory mediators and exercise intolerance in heart failure with preserved ejection fraction.  Nat Commun  2023 Nov 20;14(1):7557. pii:7557