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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: ripperger ma. 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.
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. 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.
Development and Multi-Site External Validation of a Generalizable Risk Prediction Model for Bipolar Disorder.
Walsh CG, Ripperger MA, Hu Y, Sheu YH, Wilimitis D, Zheutlin AB, Rocha D, Choi KW, Castro VM, Kirchner HL, Chabris CF, Davis LK, Smoller JW. Walsh CG, et al. Among authors: ripperger ma. medRxiv [Preprint]. 2023 Feb 26:2023.02.21.23286251. doi: 10.1101/2023.02.21.23286251. medRxiv. 2023. Update in: Transl Psychiatry. 2024 Jan 25;14(1):58. doi: 10.1038/s41398-023-02720-y. PMID: 36865341 Free PMC article. Updated. Preprint.
15 results