Walsh CG - Search Results

1

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. Sci Rep. 2024 Oct 8;14(1):23429. doi: 10.1038/s41598-024-72756-7. Sci Rep. 2024. PMID: 39379449 Free PMC article.

2

Improving ascertainment of suicidal ideation and suicide attempt with natural language processing.

Bejan CA, Ripperger M, Wilimitis D, Ahmed R, Kang J, Robinson K, Morley TJ, Ruderfer DM, Walsh CG. Bejan CA, et al. Among authors: walsh cg. Sci Rep. 2022 Sep 7;12(1):15146. doi: 10.1038/s41598-022-19358-3. Sci Rep. 2022. PMID: 36071081 Free PMC article.

3

Enhancing Postmarketing Surveillance of Medical Products With Large Language Models.

Matheny ME, Yang J, Smith JC, Walsh CG, Al-Garadi MA, Davis SE, Marsolo KA, Fabbri D, Reeves RR, Johnson KB, Dal Pan GJ, Ball R, Desai RJ. Matheny ME, et al. Among authors: walsh cg. JAMA Netw Open. 2024 Aug 1;7(8):e2428276. doi: 10.1001/jamanetworkopen.2024.28276. JAMA Netw Open. 2024. PMID: 39150707 Free article.

4

Prognostic models will be victims of their own success, unless….

Lenert MC, Matheny ME, Walsh CG. Lenert MC, et al. Among authors: walsh cg. J Am Med Inform Assoc. 2019 Dec 1;26(12):1645-1650. doi: 10.1093/jamia/ocz145. J Am Med Inform Assoc. 2019. PMID: 31504588 Free PMC article.

5

Prospective Validation of an Electronic Health Record-Based, Real-Time Suicide Risk Model.

Walsh CG, Johnson KB, Ripperger M, Sperry S, Harris J, Clark N, Fielstein E, Novak L, Robinson K, Stead WW. Walsh CG, et al. JAMA Netw Open. 2021 Mar 1;4(3):e211428. doi: 10.1001/jamanetworkopen.2021.1428. JAMA Netw Open. 2021. PMID: 33710291 Free PMC article.

6

User-Centered Design of a Machine Learning Intervention for Suicide Risk Prediction in a Military Setting.

Reale C, Novak LL, Robinson K, Simpson CL, Ribeiro JD, Franklin JC, Ripperger M, Walsh CG. Reale C, et al. Among authors: walsh cg. AMIA Annu Symp Proc. 2021 Jan 25;2020:1050-1058. eCollection 2020. AMIA Annu Symp Proc. 2021. PMID: 33936481 Free PMC article.

7

Integration of Face-to-Face Screening With Real-time Machine Learning to Predict Risk of Suicide Among Adults.

Wilimitis D, Turer RW, Ripperger M, McCoy AB, Sperry SH, Fielstein EM, Kurz T, Walsh CG. Wilimitis D, et al. Among authors: walsh cg. JAMA Netw Open. 2022 May 2;5(5):e2212095. doi: 10.1001/jamanetworkopen.2022.12095. JAMA Netw Open. 2022. PMID: 35560048 Free PMC article.

8

External Validation and Updating of a Statistical Civilian-Based Suicide Risk Model in US Naval Primary Care.

Ripperger MA, Kolli J, Wilimitis D, Robinson K, Reale C, Novak LL, Cunningham CA, Kasuske LM, Grover SG, Ribeiro JD, Walsh CG. Ripperger MA, et al. Among authors: walsh cg. JAMA Netw Open. 2023 Nov 1;6(11):e2342750. doi: 10.1001/jamanetworkopen.2023.42750. JAMA Netw Open. 2023. PMID: 37938841 Free PMC article.

9

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. 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.

10

Development and multi-site external validation of a generalizable risk prediction model for bipolar disorder.

Walsh CG, Ripperger MA, Hu Y, Sheu YH, Lee H, Wilimitis D, Zheutlin AB, Rocha D, Choi KW, Castro VM, Kirchner HL, Chabris CF, Davis LK, Smoller JW. Walsh CG, et al. Transl Psychiatry. 2024 Jan 25;14(1):58. doi: 10.1038/s41398-023-02720-y. Transl Psychiatry. 2024. PMID: 38272862 Free PMC article.

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