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Drew Jeremy Wilimitis
Drew Jeremy Wilimitis
PhD Student, Biomedical Informatics at Vanderbilt University
Verified email at vanderbilt.edu - Homepage
Title
Cited by
Cited by
Year
Integration of Face-to-Face Screening With Real-time Machine Learning to Predict Risk of Suicide Among Adults
et al Drew Wilimitis, Robert W. Turer, Michael Ripperger
JAMA Network Open, 2022
152022
Ensemble learning to predict opioid-related overdose using statewide prescription drug monitoring program and hospital discharge data in the state of Tennessee
M Ripperger, SC Lotspeich, D Wilimitis, CE Fry, A Roberts, M Lenert, ...
Journal of the American Medical Informatics Association 29 (1), 22-32, 2022
122022
Improving ascertainment of suicidal ideation and suicide attempt with natural language processing
CA Bejan, M Ripperger, D Wilimitis, R Ahmed, JE Kang, K Robinson, ...
Scientific reports 12 (1), 15146, 2022
82022
Genome-wide association study of treatment resistant depression highlights shared biology with metabolic traits
JE Kang, VM Castro, M Ripperger, S Venkatesh, D Burstein, RK Linnér, ...
medRxiv, 2022.08. 10.22278630, 2022
22022
Development and multi-site external validation of a generalizable risk prediction model for bipolar disorder
CG Walsh, MA Ripperger, Y Hu, Y Sheu, H Lee, D Wilimitis, AB Zheutlin, ...
Translational Psychiatry 14 (1), 58, 2024
12024
External validation and updating of a statistical civilian-based suicide risk model in US Naval Primary Care
MA Ripperger, J Kolli, D Wilimitis, K Robinson, C Reale, LL Novak, ...
JAMA network open 6 (11), e2342750-e2342750, 2023
12023
Randomized Controlled Comparative Effectiveness Trial of Risk Model-Guided Clinical Decision Support for Suicide Screening
CG Walsh, MA Ripperger, L Novak, C Reale, S Anders, A Spann, J Kolli, ...
medRxiv, 2024.03. 14.24304318, 2024
2024
Practical Considerations and Applied Examples of Cross-Validation for Model Development and Evaluation in Health Care: Tutorial
D Wilimitis, CG Walsh
JMIR AI 2, e49023, 2023
2023
Association Between Psychiatric Polygenic Scores, Healthcare Utilization and Comorbidity Burden
HL Kirchner, D Rocha, RK Linner, D Wilimitis, CG Walsh, M Ripperger, ...
medRxiv, 2023
2023
Scalable risk prediction using prescription data
C Walsh, M Ripperger, Q Chen, D Wilimitis
US Patent App. 18/066,821, 2023
2023
Scalable Incident Detection via Natural Language Processing and Probabilistic Language Models
CG Walsh, D Wilimitis, Q Chen, A Wright, J Kolli, K Robinson, ...
medRxiv, 2023.11. 30.23299249, 2023
2023
METHODOLOGICAL IMPLICATIONS AND POTENTIAL BENEFIT FROM ADDING GENETICS TO CLINICAL PREDICTION MODELS OF SUICIDE ATTEMPT
D Ruderfer, K Choi, J Kang, H Lee, T Morley, M Ripperger, J Smoller, ...
European Neuropsychopharmacology 63, e28-e29, 2022
2022
Ascertaining and Phenotyping Suicidality at Scale Using Electronic Health Records
C Walsh, M Ripperger, D Wilimitis, R Ahmed, J Kang, D Ruderfer, ...
Biological Psychiatry 91 (9), S30-S31, 2022
2022
TH36. GENETIC AND CLINICAL CHARACTERISTICS OF TREATMENT RESISTANT DEPRESSION DEFINED USING EHR CLINICAL MODELS
J Kang, V Castro, M Ripperger, D Burstein, DB Rocha, Y Hu, D Wilimitis, ...
European Neuropsychopharmacology 51, e213-e214, 2021
2021
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