Hemant Ishwaran


  • 12574 Citations
1996 …2022

Research output per year

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  • NextGen Random Forests

    Ishwaran, H.

    National Institutes of Health


    Project: Research project

  • Research Output

    • 12574 Citations
    • 97 Article
    • 1 Chapter
    • 1 Conference contribution

    A random forests quantile classifier for class imbalanced data

    O'Brien, R. & Ishwaran, H., Jun 1 2019, In : Pattern Recognition. 90, p. 232-249 18 p.

    Research output: Contribution to journalArticle

  • 9 Scopus citations

    Biatrial maze procedure versus pulmonary vein isolation for atrial fibrillation during mitral valve surgery: New analytical approaches and end points

    Cardiothoracic Surgical Trials Network Investigators, Jan 1 2019, In : Journal of Thoracic and Cardiovascular Surgery. 157, 1, p. 234-243.e9

    Research output: Contribution to journalArticle

  • 7 Scopus citations

    Opposing Functions of Interferon Coordinate Adaptive and Innate Immune Responses to Cancer Immune Checkpoint Blockade

    Benci, J. L., Johnson, L. R., Choa, R., Xu, Y., Qiu, J., Zhou, Z., Xu, B., Ye, D., Nathanson, K. L., June, C. H., Wherry, E. J., Zhang, N. R., Ishwaran, H., Hellmann, M. D., Wolchok, J. D., Kambayashi, T. & Minn, A. J., Aug 8 2019, In : Cell. 178, 4, p. 933-948.e14

    Research output: Contribution to journalArticle

  • 10 Scopus citations

    Precision Surgical Therapy for Adenocarcinoma of the Esophagus and Esophagogastric Junction

    Worldwide Esophageal Cancer Collaboration Investigators, Jan 1 2019, (Accepted/In press) In : Journal of Thoracic Oncology.

    Research output: Contribution to journalArticle

  • Standard errors and confidence intervals for variable importance in random forest regression, classification, and survival

    Ishwaran, H. & Lu, M., Feb 20 2019, In : Statistics in Medicine. 38, 4, p. 558-582 25 p.

    Research output: Contribution to journalArticle

  • 12 Scopus citations