Research Output per year
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Research Output
AppendiXNet: Deep Learning for Diagnosis of Appendicitis from A Small Dataset of CT Exams Using Video Pretraining
Rajpurkar, P., Park, A., Irvin, J., Chute, C., Bereket, M., Mastrodicasa, D., Langlotz, C. P., Lungren, M. P., Ng, A. Y. & Patel, B. N., Dec 1 2020, In : Scientific reports. 10, 1, 3958.Research output: Contribution to journal › Article
Open Access
Feature engineering with clinical expert knowledge: A case study assessment of machine learning model complexity and performance
Roe, K. D., Jawa, V., Zhang, X., Chute, C. G., Epstein, J. A., Matelsky, J., Shpitser, I. & Taylor, C. O., Apr 2020, In : PloS one. 15, 4, e0231300.Research output: Contribution to journal › Article
Open Access
PENet—a scalable deep-learning model for automated diagnosis of pulmonary embolism using volumetric CT imaging
Huang, S. C., Kothari, T., Banerjee, I., Chute, C., Ball, R. L., Borus, N., Huang, A., Patel, B. N., Rajpurkar, P., Irvin, J., Dunnmon, J., Bledsoe, J., Shpanskaya, K., Dhaliwal, A., Zamanian, R., Ng, A. Y. & Lungren, M. P., Dec 1 2020, In : npj Digital Medicine. 3, 1, 61.Research output: Contribution to journal › Article
Open Access
Predictive Utility of Polygenic Risk Scores for Coronary Heart Disease in Three Major Racial and Ethnic Groups
Dikilitas, O., Schaid, D. J., Kosel, M. L., Carroll, R. J., Chute, C. G., Denny, J. A., Fedotov, A., Feng, Q. P., Hakonarson, H., Jarvik, G. P., Lee, M. T. M., Pacheco, J. A., Rowley, R., Sleiman, P. M., Stein, C. M., Sturm, A. C., Wei, W. Q., Wiesner, G. L., Williams, M. S., Zhang, Y. & 2 others, , May 7 2020, In : American journal of human genetics. 106, 5, p. 707-716 10 p.Research output: Contribution to journal › Article
Toward a harmonized WHO family of international classifications content model
Tu, S. W., Nyulas, C. I., Tudorache, T., Musen, M. A., Martinuzzi, A., van Gool, C., della Mea, V., Chute, C. G., Frattura, L., Hardiker, N., Ten Napel, H., Madden, R., Almborg, A. H., Ginige, J. A., Sykes, C., Cekik, C. & Jakob, R., Jun 16 2020, Digital Personalized Health and Medicine - Proceedings of MIE 2020. Pape-Haugaard, L. B., Lovis, C., Madsen, I. C., Weber, P., Nielsen, P. H. & Scott, P. (eds.). IOS Press, p. 1409-1410 2 p. (Studies in Health Technology and Informatics; vol. 270).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution