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Ensemble learning to predict opioid-related overdose using statewide prescription drug monitoring program and hospital discharge data in the state of Tennessee.
Ripperger M, Lotspeich SC, Wilimitis D, Fry CE, Roberts A, Lenert M, Cherry C, Latham S, Robinson K, Chen Q, McPheeters ML, Tyndall B, Walsh CG. Ripperger M, et al. Among authors: wilimitis d. J Am Med Inform Assoc. 2021 Dec 28;29(1):22-32. doi: 10.1093/jamia/ocab218. J Am Med Inform Assoc. 2021. PMID: 34665246 Free PMC article.
Risk Model-Guided Clinical Decision Support for Suicide Screening: A Randomized Clinical Trial.
Walsh CG, Ripperger MA, Novak L, Reale C, Anders S, Spann A, Kolli J, Robinson K, Chen Q, Isaacs D, Acosta LMY, Phibbs F, Fielstein E, Wilimitis D, Musacchio Schafer K, Hilton R, Albert D, Shelton J, Stroh J, Stead WW, Johnson KB. Walsh CG, et al. Among authors: wilimitis d. JAMA Netw Open. 2025 Jan 2;8(1):e2452371. doi: 10.1001/jamanetworkopen.2024.52371. JAMA Netw Open. 2025. PMID: 39752160 Free PMC article. Clinical Trial.
Scalable incident detection via natural language processing and probabilistic language models.
Walsh CG, Wilimitis D, Chen Q, Wright A, Kolli J, Robinson K, Ripperger MA, Johnson KB, Carrell D, Desai RJ, Mosholder A, Dharmarajan S, Adimadhyam S, Fabbri D, Stojanovic D, Matheny ME, Bejan CA. Walsh CG, et al. Among authors: wilimitis d. Sci Rep. 2024 Oct 8;14(1):23429. doi: 10.1038/s41598-024-72756-7. Sci Rep. 2024. PMID: 39379449 Free PMC article.
Genome-Wide Association Study of Treatment-Resistant Depression: Shared Biology With Metabolic Traits.
Kang J, Castro VM, Ripperger M, Venkatesh S, Burstein D, Linnér RK, Rocha DB, Hu Y, Wilimitis D, Morley T, Han L, Kim RY, Feng YA, Ge T, Heckers S, Voloudakis G, Chabris C, Roussos P, McCoy TH, Walsh CG, Perlis RH, Ruderfer DM. Kang J, et al. Among authors: wilimitis d. Am J Psychiatry. 2024 Jul 1;181(7):608-619. doi: 10.1176/appi.ajp.20230247. Epub 2024 May 15. Am J Psychiatry. 2024. PMID: 38745458
Randomized Controlled Comparative Effectiveness Trial of Risk Model-Guided Clinical Decision Support for Suicide Screening.
Walsh CG, Ripperger MA, Novak L, Reale C, Anders S, Spann A, Kolli J, Robinson K, Chen Q, Isaacs D, Acosta LMY, Phibbs F, Fielstein E, Wilimitis D, Musacchio Schafer K, Hilton R, Albert D, Shelton J, Stroh J, Stead WW, Johnson KB. Walsh CG, et al. Among authors: wilimitis d. medRxiv [Preprint]. 2024 Mar 18:2024.03.14.24304318. doi: 10.1101/2024.03.14.24304318. medRxiv. 2024. Update in: JAMA Netw Open. 2025 Jan 2;8(1):e2452371. doi: 10.1001/jamanetworkopen.2024.52371 PMID: 38562678 Free PMC article. Updated. Preprint.
Scalable Incident Detection via Natural Language Processing and Probabilistic Language Models.
Walsh CG, Wilimitis D, Chen Q, Wright A, Kolli J, Robinson K, Ripperger MA, Johnson KB, Carrell D, Desai RJ, Mosholder A, Dharmarajan S, Adimadhyam S, Fabbri D, Stojanovic D, Matheny ME, Bejan CA. Walsh CG, et al. Among authors: wilimitis d. medRxiv [Preprint]. 2023 Dec 1:2023.11.30.23299249. doi: 10.1101/2023.11.30.23299249. medRxiv. 2023. Update in: Sci Rep. 2024 Oct 8;14(1):23429. doi: 10.1038/s41598-024-72756-7 PMID: 38076830 Free PMC article. Updated. Preprint.
13 results