Reps J - Search Results

1

Advancing Interpretable Regression Analysis for Binary Data: A Novel Distributed Algorithm Approach.

Tong J, Li L, Reps JM, Lorman V, Jing N, Edmondson M, Lou X, Jhaveri R, Kelleher KJ, Pajor NM, Forrest CB, Bian J, Chu H, Chen Y. Tong J, et al. Among authors: reps jm. Stat Med. 2024 Dec 20;43(29):5573-5582. doi: 10.1002/sim.10250. Epub 2024 Nov 3. Stat Med. 2024. PMID: 39489875 Free PMC article.

2

Development and validation of a patient-level model to predict dementia across a network of observational databases.

John LH, Fridgeirsson EA, Kors JA, Reps JM, Williams RD, Ryan PB, Rijnbeek PR. John LH, et al. Among authors: reps jm. BMC Med. 2024 Jul 29;22(1):308. doi: 10.1186/s12916-024-03530-9. BMC Med. 2024. PMID: 39075527 Free PMC article.

3

Comparing penalization methods for linear models on large observational health data.

Fridgeirsson EA, Williams R, Rijnbeek P, Suchard MA, Reps JM. Fridgeirsson EA, et al. Among authors: reps jm. J Am Med Inform Assoc. 2024 Jun 20;31(7):1514-1521. doi: 10.1093/jamia/ocae109. J Am Med Inform Assoc. 2024. PMID: 38767857 Free PMC article.

4

Cai CX, Nishimura A, Bowring MG, Westlund E, Tran D, Ng JH, Nagy P, Cook M, McLeggon JA, DuVall SL, Matheny ME, Golozar A, Ostropolets A, Minty E, Desai P, Bu F, Toy B, Hribar M, Falconer T, Zhang L, Lawrence-Archer L, Boland MV, Goetz K, Hall N, Shoaibi A, Reps J, Sena AG, Blacketer C, Swerdel J, Jhaveri KD, Lee E, Gilbert Z, Zeger SL, Crews DC, Suchard MA, Hripcsak G, Ryan PB. Cai CX, et al. Among authors: reps j. Ophthalmol Retina. 2024 Aug;8(8):733-743. doi: 10.1016/j.oret.2024.03.014. Epub 2024 Mar 20. Ophthalmol Retina. 2024. PMID: 38519026 Free article.

5

Health-Analytics Data to Evidence Suite (HADES): Open-Source Software for Observational Research.

Schuemie M, Reps J, Black A, Defalco F, Evans L, Fridgeirsson E, Gilbert JP, Knoll C, Lavallee M, Rao GA, Rijnbeek P, Sadowski K, Sena A, Swerdel J, Williams RD, Suchard M. Schuemie M, et al. Among authors: reps j. Stud Health Technol Inform. 2024 Jan 25;310:966-970. doi: 10.3233/SHTI231108. Stud Health Technol Inform. 2024. PMID: 38269952 Free PMC article.

6

Privacy-Preserving Federated Model Predicting Bipolar Transition in Patients With Depression: Prediction Model Development Study.

Lee DY, Choi B, Kim C, Fridgeirsson E, Reps J, Kim M, Kim J, Jang JW, Rhee SY, Seo WW, Lee S, Son SJ, Park RW. Lee DY, et al. Among authors: reps j. J Med Internet Res. 2023 Jul 20;25:e46165. doi: 10.2196/46165. J Med Internet Res. 2023. PMID: 37471130 Free PMC article.

7

Correction to: Adaptation and validation of a coding algorithm for the Charlson Comorbidity Index in administrative claims data using the SNOMED CT standardized vocabulary.

Fortin SP, Reps J, Ryan P. Fortin SP, et al. Among authors: reps j. BMC Med Inform Decis Mak. 2023 Jun 15;23(1):109. doi: 10.1186/s12911-023-02205-4. BMC Med Inform Decis Mak. 2023. PMID: 37322462 Free PMC article. No abstract available.

8

The DELPHI Library: Improving Model Validation, Transparency and Dissemination Through a Centralised Library of Prediction Models.

Williams RD, den Otter S, Reps JM, Rijnbeek PR. Williams RD, et al. Among authors: reps jm. Stud Health Technol Inform. 2023 May 18;302:139-140. doi: 10.3233/SHTI230085. Stud Health Technol Inform. 2023. PMID: 37203630

9

Does Using a Stacking Ensemble Method to Combine Multiple Base Learners Within a Database Improve Model Transportability?

Yang C, Fridgeirsson EA, Kors JA, Reps JM, Rijnbeek PR, Wong J, Williams RD. Yang C, et al. Among authors: reps jm. Stud Health Technol Inform. 2023 May 18;302:129-130. doi: 10.3233/SHTI230080. Stud Health Technol Inform. 2023. PMID: 37203625

10

Machine Learning and Real-World Data to Predict Lung Cancer Risk in Routine Care.

Chandran U, Reps J, Yang R, Vachani A, Maldonado F, Kalsekar I. Chandran U, et al. Among authors: reps j. Cancer Epidemiol Biomarkers Prev. 2023 Mar 6;32(3):337-343. doi: 10.1158/1055-9965.EPI-22-0873. Cancer Epidemiol Biomarkers Prev. 2023. PMID: 36576991 Free PMC article.

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