Batra, Puneet

Deep learning enables genetic analysis of the human thoracic aorta

Pirruccello, J. P., Chaffin, M. D., Chou, E. L., Fleming, S. J., Lin, H., Nekoui, M., Khurshid, S., Friedman, S. F., Bick, A. G., Arduini, A., et al. (2022) · Nature Genetics

Genetic Associations and EpidemiologyAortic Disease and Treatment Approaches

Cited by 210

Machine learning enables new insights into genetic contributions to liver fat accumulation

Haas, M. E., Pirruccello, J. P., Friedman, S. N., Wang, M., Emdin, C. A., Ajmera, V. H., Simon, T. G., Homburger, J. R., Guo, X., Budoff, M., et al. (2021) · Cell Genomics

Liver Disease Diagnosis and TreatmentGenetic Associations and Epidemiology

Cited by 118

Cross-modal autoencoder framework learns holistic representations of cardiovascular state

Radhakrishnan, A., Friedman, S. F., Khurshid, S., Ng, K., Batra, P., Lubitz, S. A., Philippakis, A. A., & Uhler, C. (2023) · Nature Communications

ECG Monitoring and AnalysisMachine Learning in Healthcare

Cited by 82

Natural Language Processing for Adjudication of Heart Failure in a Multicenter Clinical Trial: A Secondary Analysis of a Randomized Clinical Trial

Cunningham, J. W., Singh, P., Reeder, C., Claggett, B., Marti-Castellote, P. M., Lau, E. S., Khurshid, S., Batra, P., Lubitz, S. A., Maddah, M., et al. (2024) · JAMA Cardiology

Artificial Intelligence in HealthcareHeart Failure Treatment and Management

Cited by 38

Natural language processing for adjudication of heart failure in the electronic health record

Cunningham, J. W., Singh, P., Reeder, C., Lau, E. S., Khurshid, S., Wang, X., Ellinor, P. T., Lubitz, S. A., Batra, P., & Ho, J. E. (2023) · JACC: Heart Failure

Machine Learning in HealthcareHeart Failure Treatment and Management

Cited by 21

Natural language processing to adjudicate heart failure hospitalizations in global clinical trials

Marti-Castellote, P. M., Reeder, C., Claggett, B., Singh, P., Lau, E. S., Khurshid, S., Batra, P., Lubitz, S. A., Maddah, M., Vardeny, O., et al. (2025) · Circulation: Heart Failure

Artificial Intelligence in HealthcareHeart Failure Treatment and Management

Cited by 14