Tianxi Cai

Performance of a Machine Learning Algorithm Using Electronic Health Record Data to Identify and Estimate Survival in a Longitudinal Cohort of Patients With Lung Cancer.

Yuan Q, Cai T, Hong C, Du M, Johnson BE, Lanuti M, Cai T, Christiani DC.

JAMA Netw Open. 2021 Jul 01. 4(7):e2114723. PMID: 34232304

A high-throughput phenotyping algorithm is portable from adult to pediatric populations.

Geva A, Liu M, Panickan VA, Avillach P, Cai T, Mandl KD.

J Am Med Inform Assoc. 2021 Jun 12. 28(6):1265-1269. PMID: 33594412

International Analysis of Electronic Health Records of Children and Youth Hospitalized With COVID-19 Infection in 6 Countries.

Bourgeois FT, Gutiérrez-Sacristán A, Keller MS, Liu M, Hong C, Bonzel CL, Tan ALM, Aronow BJ, Boeker M, Booth J, Cruz Rojo J, Devkota B, García Barrio N, Gehlenborg N, Geva A, Hanauer DA, Hutch MR, Issitt RW, Klann JG, Luo Y, Mandl KD, Mao C, Moal B, Moshal KL, Murphy SN, Neuraz A, Ngiam KY, Omenn GS, Patel LP, Jiménez MP, Sebire NJ, Balazote PS, Serret-Larmande A, South AM, Spiridou A, Taylor DM, Tippmann P, Visweswaran S, Weber GM, Kohane IS, Cai T, Avillach P.

JAMA Netw Open. 2021 06 01. 4(6):e2112596. PMID: 34115127

Biomarker evaluation under imperfect nested case-control design.

Wang X, Zheng Y, Jensen MK, He Z, Cai T.

Stat Med. 2021 Aug 15. 40(18):4035-4052. PMID: 33915597

A fast divide-and-conquer sparse Cox regression.

Wang Y, Hong C, Palmer N, Di Q, Schwartz J, Kohane I, Cai T.

Biostatistics. 2021 04 10. 22(2):381-401. PMID: 31545341

What Every Reader Should Know About Studies Using Electronic Health Record Data but May Be Afraid to Ask.

Kohane IS, Aronow BJ, Avillach P, Beaulieu-Jones BK, Bellazzi R, Bradford RL, Brat GA, Cannataro M, Cimino JJ, García-Barrio N, Gehlenborg N, Ghassemi M, Gutiérrez-Sacristán A, Hanauer DA, Holmes JH, Hong C, Klann JG, Loh NHW, Luo Y, Mandl KD, Daniar M, Moore JH, Murphy SN, Neuraz A, Ngiam KY, Omenn GS, Palmer N, Patel LP, Pedrera-Jiménez M, Sliz P, South AM, Tan ALM, Taylor DM, Taylor BW, Torti C, Vallejos AK, Wagholikar KB, Weber GM, Cai T.

J Med Internet Res. 2021 03 02. 23(3):e22219. PMID: 33600347

Classifying Pseudogout Using Machine Learning Approaches With Electronic Health Record Data.

Tedeschi SK, Cai T, He Z, Ahuja Y, Hong C, Yates KA, Dahal K, Xu C, Lyu H, Yoshida K, Solomon DH, Cai T, Liao KP.

Arthritis Care Res (Hoboken). 2021 03. 73(3):442-448. PMID: 31910317

Tobacco use and age are associated with different morphologic features of anterior communicating artery aneurysms.

Zhang J, Lai PMR, Can A, Mukundan S, Castro VM, Dligach D, Finan S, Gainer VS, Shadick NA, Savova G, Murphy SN, Cai T, Weiss ST, Du R.

Sci Rep. 2021 Feb 26. 11(1):4791. PMID: 33637879

Improved Appropriateness of Advanced Diagnostic Imaging After Implementation of Clinical Decision Support Mechanism.

Chepelev LL, Wang X, Gold B, Bonzel CL, Rybicki F, Uyeda JW, Sheikh A, Anderson D, Lindaman J, Mogel G, Mitsouras D, Mahoney MC, Cai T, Rybicki FJ.

J Digit Imaging. 2021 Apr. 34(2):397-403. PMID: 33634414

Leveraging electronic health records data to predict multiple sclerosis disease activity.

Ahuja Y, Kim N, Liang L, Cai T, Dahal K, Seyok T, Lin C, Finan S, Liao K, Savovoa G, Chitnis T, Cai T, Xia Z.

Ann Clin Transl Neurol. 2021 04. 8(4):800-810. PMID: 33626237