Tianxi Cai

A fast divide-and-conquer sparse Cox regression.

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

Biostatistics. 2021 Apr 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 Feb 25. 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 Feb 24. PMID: 33626237

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 Feb 17. PMID: 33594412

Temporal bias in case-control design: preventing reliable predictions of the future.

Yuan W, Beaulieu-Jones BK, Yu KH, Lipnick SL, Palmer N, Loscalzo J, Cai T, Kohane IS.

Nat Commun. 2021 02 17. 12(1):1107. PMID: 33597541

International Comparisons of Harmonized Laboratory Value Trajectories to Predict Severe COVID-19: Leveraging the 4CE Collaborative Across 342 Hospitals and 6 Countries: A Retrospective Cohort Study.

Weber GM, Hong C, Palmer NP, Avillach P, Murphy SN, Gutiérrez-Sacristán A, Xia Z, Serret-Larmande A, Neuraz A, Omenn GS, Visweswaran S, Klann JG, South AM, Loh NHW, Cannataro M, Beaulieu-Jones BK, Bellazzi R, Agapito G, Alessiani M, Aronow BJ, Bell DS, Bellasi A, Benoit V, Beraghi M, Boeker M, Booth J, Bosari S, Bourgeois FT, Brown NW, Bucalo M, Chiovato L, Chiudinelli L, Dagliati A, Devkota B, DuVall SL, Follett RW, Ganslandt T, García Barrio N, Gradinger T, Griffier R, Hanauer DA, Holmes JH, Horki P, Huling KM, Issitt RW, Jouhet V, Keller MS, Kraska D, Liu M, Luo Y, Lynch KE, Malovini A, Mandl KD, Mao C, Maram A, Matheny ME, Maulhardt T, Mazzitelli M, Milano M, Moore JH, Morris JS, Morris M, Mowery DL, Naughton TP, Ngiam KY, Norman JB, Patel LP, Pedrera Jimenez M, Ramoni RB, Schriver ER, Scudeller L, Sebire NJ, Serrano Balazote P, Spiridou A, Tan AL, Tan BW, Tibollo V, Torti C, Trecarichi EM, Vitacca M, Zambelli A, Zucco C, Kohane IS, Cai T, Brat GA.

medRxiv. 2021 Feb 05. PMID: 33564777

Multinational Prevalence of Neurological Phenotypes in Patients Hospitalized with COVID-19.

Le TT, Gutiérrez-Sacristán A, Son J, Hong C, South AM, Beaulieu-Jones BK, Loh NHW, Luo Y, Morris M, Ngiam KY, Patel LP, Samayamuthu MJ, Schriver E, Tan AL, Moore J, Cai T, Omenn GS, Avillach P, Kohane IS, Visweswaran S, Mowery DL, Xia Z.

medRxiv. 2021 Jan 29. PMID: 33655281