Tianxi Cai

Multinational characterization 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 ALM, Moore J, Cai T, Omenn GS, Avillach P, Kohane IS, Visweswaran S, Mowery DL, Xia Z.

Sci Rep. 2021 10 12. 11(1):20238. PMID: 34642371

International Changes in COVID-19 Clinical Trajectories Across 315 Hospitals and 6 Countries: Retrospective Cohort Study.

Weber GM, Zhang HG, L'Yi S, Bonzel CL, Hong C, Avillach P, Gutiérrez-Sacristán A, Palmer NP, Tan ALM, Wang X, Yuan W, Gehlenborg N, Alloni A, Amendola DF, Bellasi A, Bellazzi R, Beraghi M, Bucalo M, Chiovato L, Cho K, Dagliati A, Estiri H, Follett RW, García Barrio N, Hanauer DA, Henderson DW, Ho YL, Holmes JH, Hutch MR, Kavuluru R, Kirchoff K, Klann JG, Krishnamurthy AK, Le TT, Liu M, Loh NHW, Lozano-Zahonero S, Luo Y, Maidlow S, Makoudjou A, Malovini A, Martins MR, Moal B, Morris M, Mowery DL, Murphy SN, Neuraz A, Ngiam KY, Okoshi MP, Omenn GS, Patel LP, Pedrera Jiménez M, Prudente RA, Samayamuthu MJ, Sanz Vidorreta FJ, Schriver ER, Schubert P, Serrano Balazote P, Tan BW, Tanni SE, Tibollo V, Visweswaran S, Wagholikar KB, Xia Z, Zöller D, Kohane IS, Cai T, South AM, Brat GA.

J Med Internet Res. 2021 10 11. 23(10):e31400. PMID: 34533459

The Association Between Inflammation, Incident Heart Failure, and Heart Failure Subtypes in Patients with Rheumatoid Arthritis.

Huang S, Cai T, Weber BN, He Z, Dahal KP, Hong C, Hou J, Seyok T, Cagan A, DiCarli MF, Joseph J, Kim SC, Solomon DH, Cai T, Liao KP.

Arthritis Care Res (Hoboken). 2021 Oct 08. PMID: 34623035

ATLAS: an automated association test using probabilistically linked health records with application to genetic studies.

Zhang HG, Hejblum BP, Weber GM, Palmer NP, Churchill SE, Szolovits P, Murphy SN, Liao KP, Kohane IS, Cai T.

J Am Med Inform Assoc. 2021 Oct 05. PMID: 34608931

Quantifying the feasibility of shortening clinical trial duration using surrogate markers.

Wang X, Cai T, Tian L, Bourgeois F, Parast L.

Stat Med. 2021 Sep 02. PMID: 34474500

Improving the Efficiency of Clinical Trial Recruitment Using an Ensemble Machine Learning to Assist With Eligibility Screening.

Cai T, Cai F, Dahal KP, Cremone G, Lam E, Golnik C, Seyok T, Hong C, Cai T, Liao KP.

ACR Open Rheumatol. 2021 Sep. 3(9):593-600. PMID: 34296815

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 06 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 08 15. 40(18):4035-4052. PMID: 33915597