Cai, Tianxi

On the C‐statistics for evaluating overall adequacy of risk prediction procedures with censored survival data

Uno, H., Cai, T., Pencina, M. J., D'Agostino, R. B., & Wei, L. J. (2011) · Statistics in Medicine

Statistical Methods and InferenceStatistical Methods in Epidemiology

Cited by 1,535

Diversity and scale: Genetic architecture of 2068 traits in the VA Million Veteran Program

Verma, A., Huffman, J. E., Rodriguez, A., Conery, M., Liu, M., Ho, Y.-L., Kim, Y., Heise, D. A., Guare, L., Panickan, V. A., et al. (2024) · Science

Genetic Associations and EpidemiologyForensic and Genetic Research

Cited by 463

Predicting Suicides After Psychiatric Hospitalization in US Army Soldiers: The Army Study to Assess Risk and Resilience in Servicemembers (Army STARRS)

Kessler, R. C., Warner, C. H., Ivany, C., Petukhova, M. V., Rose, S., Bromet, E. J., Brown, M., Cai, T., Colpe, L. J., Cox, K. L., et al. (2015) · JAMA Psychiatry

Suicide and Self-Harm StudiesPsychiatric care and mental health services

Cited by 447

Evaluating Prediction Rules for t -Year Survivors With Censored Regression Models

Uno, H., Cai, T., Tian, L., & Wei, L. J. (2007) · Journal of the American Statistical Association

Statistical Methods and InferenceStatistical Methods in Epidemiology

Cited by 413

Using electronic medical records to enable large-scale studies in psychiatry: treatment resistant depression as a model

Perlis, R. H., Iosifescu, D. V., Castro, V. M., Murphy, S. N., Gainer, V. S., Minnier, J., Cai, T., Goryachev, S., Zeng, Q., Gallagher, P. J., et al. (2012) · Psychological Medicine

Treatment of Major DepressionMachine Learning in Healthcare

Cited by 193

Psychiatric co‐morbidity is associated with increased risk of surgery in Crohn's disease

Ananthakrishnan, A. N., Gainer, V. S., Perez, R. G., Cai, T., Cheng, S. ‐., Savova, G., Chen, P., Szolovits, P., Xia, Z., De Jager, P. L., et al. (2013) · Alimentary Pharmacology & Therapeutics

Inflammatory Bowel DiseaseTryptophan and brain disorders

Cited by 122

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

Kohane, I. S., Aronow, B. J., Avillach, P., Beaulieu-Jones, B. K., Bellazzi, R., Bradford, R. L., Brat, G. A., Cannataro, M., Cimino, J. J., García-Barrio, N., et al. (2021) · Journal of Medical Internet Research

Electronic Health Records SystemsMedical Coding and Health Information

Cited by 113

Large-scale identification of patients with cerebral aneurysms using natural language processing

Castro, V. M., Dligach, D., Finan, S., Yu, S., Can, A., Abd-El-Barr, M., Gainer, V., Shadick, N. A., Murphy, S., Cai, T., et al. (2017) · Neurology

Machine Learning in HealthcareIntracranial Aneurysms: Treatment and Complications

Cited by 98

Identification of subjects with polycystic ovary syndrome using electronic health records

Castro, V., Shen, Y., Yu, S., Finan, S., Pau, C. T., Gainer, V., Keefe, C. C., Savova, G., Murphy, S. N., Cai, T., et al. (2015) · Reproductive Biology and Endocrinology

Ovarian function and disordersMedical Coding and Health Information

Cited by 51

Association of Apolipoprotein E in Lipoprotein Subspecies With Risk of Dementia

Koch, M., DeKosky, S. T., Goodman, M., Sun, J., Furtado, J. D., Fitzpatrick, A. L., Mackey, R. H., Cai, T., Lopez, O. L., Kuller, L. H., et al. (2020) · JAMA Network Open

Dementia and Cognitive Impairment ResearchAlzheimer's disease research and treatments

Cited by 34

Risk prediction with imperfect survival outcome information from electronic health records

Hou, J., Chan, S. F., Wang, X., & Cai, T. (2023) · Biometrics

Statistical Methods and InferenceMachine Learning in Healthcare

Cited by 7

Greenlighting Innovative Projects: How Evaluation Structure Shapes the Perceived Feasibility of Early-Stage Ideas

N. Lane, J., Friis, S., Cai, T., Menietti, M., Weber, G., & Guinan, E. (2024) · SSRN Electronic Journal

Decision-Making and Behavioral EconomicsMulti-Criteria Decision Making

Cited by 3