Endovascular Aneurysm Repair Devices as a Use Case for Postmarketing Surveillance of Medical Devices.
Wang X, Ayakulangara Panickan V, Cai T, Xiong X, Cho K, Cai T, Bourgeois FT.
JAMA Intern Med. 2023 10 01. 183(10):1090-1097. PMID: 37603326
Professor of Biomedical Informatics
Biomedical Informatics
Harvard Medical School
Dr. Cai’s current research interests are mainly in the area of biomarker evaluation; model selection and validation; prediction methods; personalized medicine in disease diagnosis, prognosis and treatment; statistical inference with high dimensional data; and survival analysis.
In addition to her methdological research, Dr. Cai also collaborates with the I2B2 (Informatics for Integrating Biology and the Bedside) center on developing a scalable informatics framework that will bridge clinical research data and the vast data banks arising from basic science research in order to better understand the genetic bases of complex diseases.
Sc.D., 1999
Harvard University
Wang X, Ayakulangara Panickan V, Cai T, Xiong X, Cho K, Cai T, Bourgeois FT.
JAMA Intern Med. 2023 10 01. 183(10):1090-1097. PMID: 37603326
Sperotto F, Gutiérrez-Sacristán A, Makwana S, Li X, Rofeberg VN, Cai T, Bourgeois FT, Omenn GS, Hanauer DA, Sáez C, Bonzel CL, Bucholz E, Dionne A, Elias MD, García-Barrio N, González TG, Issitt RW, Kernan KF, Laird-Gion J, Maidlow SE, Mandl KD, Ahooyi TM, Moraleda C, Morris M, Moshal KL, Pedrera-Jiménez M, Shah MA, South AM, Spiridou A, Taylor DM, Verdy G, Visweswaran S, Wang X, Xia Z, Zachariasse JM, Newburger JW, Avillach P.
EClinicalMedicine. 2023 Oct. 64:102212. PMID: 37745025
Ahuja Y, Liang L, Zhou D, Huang S, Cai T.
Biostatistics. 2023 Jul 14. 24(3):760-775. PMID: 35166342
Hong C, Liang L, Yuan Q, Cho K, Liao KP, Pencina MJ, Christiani DC, Cai T.
J Biomed Inform. 2023 08. 144:104425. PMID: 37331495
Das P, Weisenfeld D, Dahal K, De D, Feathers V, Coblyn JS, Weinblatt ME, Shadick NA, Cai T, Liao KP.
Arthritis Res Ther. 2023 06 02. 25(1):93. PMID: 37269020
Zhang HG, Honerlaw JP, Maripuri M, Samayamuthu MJ, Beaulieu-Jones BR, Baig HS, L'Yi S, Ho YL, Morris M, Panickan VA, Wang X, Weber GM, Liao KP, Visweswaran S, Tan BWQ, Yuan W, Gehlenborg N, Muralidhar S, Ramoni RB, Kohane IS, Xia Z, Cho K, Cai T, Brat GA.
Nat Med. 2023 05. 29(5):1040-1043. PMID: 37055567
Zhang HG, McDermott G, Seyok T, Huang S, Dahal K, L'Yi S, Lea-Bonzel C, Stratton J, Weisenfeld D, Monach P, Raychaudhuri S, Yu KH, Cai T, Cui J, Hong C, Cai T, Liao KP.
EBioMedicine. 2023 Jun. 92:104581. PMID: 37121095
Sheu YH, Sun J, Lee H, Castro VM, Barak-Corren Y, Song E, Madsen EM, Gordon WJ, Kohane IS, Churchill SE, Reis BY, Cai T, Smoller JW.
Psychiatry Res. 2023 05. 323:115175. PMID: 37003169
Tan ALM, Getzen EJ, Hutch MR, Strasser ZH, Gutiérrez-Sacristán A, Le TT, Dagliati A, Morris M, Hanauer DA, Moal B, Bonzel CL, Yuan W, Chiudinelli L, Das P, Zhang HG, Aronow BJ, Avillach P, Brat GA, Cai T, Hong C, La Cava WG, Hooi Will Loh H, Luo Y, Murphy SN, Yuan Hgiam K, Omenn GS, Patel LP, Jebathilagam Samayamuthu M, Shriver ER, Shakeri Hossein Abad Z, Tan BWL, Visweswaran S, Wang X, Weber GM, Xia Z, Verdy B, Long Q, Mowery DL, Holmes JH.
J Biomed Inform. 2023 03. 139:104306. PMID: 36738870
Wen J, Zhang X, Rush E, Panickan VA, Li X, Cai T, Zhou D, Ho YL, Costa L, Begoli E, Hong C, Gaziano JM, Cho K, Lu J, Liao KP, Zitnik M, Cai T.
Bioinformatics. 2023 02 03. 39(2). PMID: 36805623
As algorithms analyze mammograms and smartphones capture lived experiences, researchers are debating the use of ai in public health.
November 9, 2018—The promises of big data in health care are seemingly endless. And so are the challenges—poor data quality, byzantine medical codes, and the complexity of human genetics, to name just a few. A recent event, hosted…
September 25, 2014 — For scientists who study rare diseases, hospitals’ vast data banks hold tantalizing potential. Access to anonymized electronic medical records allows researchers to track the progress of a larger group of patients than would be…
November 27, 2012 -- What does genome-wide analysis reveal about complex human traits? What’s the best way to design and analyze gene-sequencing studies? These were some of the questions addressed at the sixth annual PQG (Program in Quantitative…