Walsh CG - Search Results

1

Evaluating the impact of modeling choices on the performance of integrated genetic and clinical models.

Morley TJ, Willimitis D, Ripperger M, Lee H, Han L, Zhou Y, Kang J, Davis LK, Smoller JW, Choi KW, Walsh CG, Ruderfer DM. Morley TJ, et al. Among authors: walsh cg. medRxiv [Preprint]. 2023 Nov 1:2023.11.01.23297927. doi: 10.1101/2023.11.01.23297927. medRxiv. 2023. PMID: 37961557 Free PMC article. Preprint.

2

Significant shared heritability underlies suicide attempt and clinically predicted probability of attempting suicide.

Ruderfer DM, Walsh CG, Aguirre MW, Tanigawa Y, Ribeiro JD, Franklin JC, Rivas MA. Ruderfer DM, et al. Among authors: walsh cg. Mol Psychiatry. 2020 Oct;25(10):2422-2430. doi: 10.1038/s41380-018-0326-8. Epub 2019 Jan 4. Mol Psychiatry. 2020. PMID: 30610202 Free PMC article.

3

Reconciling Statistical and Clinicians' Predictions of Suicide Risk.

Simon GE, Matarazzo BB, Walsh CG, Smoller JW, Boudreaux ED, Yarborough BJH, Shortreed SM, Coley RY, Ahmedani BK, Doshi RP, Harris LI, Schoenbaum M. Simon GE, et al. Among authors: walsh cg. Psychiatr Serv. 2021 May 1;72(5):555-562. doi: 10.1176/appi.ps.202000214. Epub 2021 Mar 11. Psychiatr Serv. 2021. PMID: 33691491 Free PMC article.

4

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.

5

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.

6

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: walsh cg. 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.

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

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.

9

Identifying High-Risk Comorbidities Associated with Opioid Use Patterns Using Electronic Health Record Prescription Data.

Jennings MV, Lee H, Rocha DB, Bianchi SB, Coombes BJ, Crist RC, Faucon AB, Hu Y, Kember RL, Mallard TT, Niarchou M, Poulsen MN, Straub P, Urman RD, Walsh CG, Davis LK, Smoller JW, Troiani V, Sanchez-Roige S. Jennings MV, et al. Among authors: walsh cg. Complex Psychiatry. 2022 Sep;8(1-2):47-55. doi: 10.1159/000525313. Epub 2022 Jun 2. Complex Psychiatry. 2022. PMID: 36545045 Free PMC article.

10

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. medRxiv [Preprint]. 2023 Feb 26:2023.02.21.23286251. doi: 10.1101/2023.02.21.23286251. medRxiv. 2023. PMID: 36865341 Free PMC article. Updated. Preprint.

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