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
  • 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

  • Alignflow: Learning from multiple domains via normalizing flows

    Grover, A., Chute, C., Shu, R., Cao, Z. & Ermon, S., Jan 1 2019.

    Research output: Contribution to conferencePaper

  • Characterizing Design Patterns of EHR-Driven Phenotype Extraction Algorithms

    Zhong, Y., Rasmussen, L., Deng, Y., Pacheco, J., Smith, M., Starren, J., Wei, W. Q., Speltz, P., Denny, J., Walton, N., Hripcsak, G., Chute, C. & Luo, Y., Jan 21 2019, Proceedings - 2018 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2018. Schmidt, H., Griol, D., Wang, H., Baumbach, J., Zheng, H., Callejas, Z., Hu, X., Dickerson, J. & Zhang, L. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 1143-1146 4 p. 8621240. (Proceedings - 2018 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2018).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution