Christopher Chute

Professor

1985 …2020

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 journalArticle

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 journalArticle

    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 journalArticle

    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, Manolio, T. A. & Kullo, I. J., May 7 2020, In : American journal of human genetics. 106, 5, p. 707-716 10 p.

    Research output: Contribution to journalArticle

  • 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 proceedingConference contribution