Hemant Ishwaran

Professor

  • 11978 Citations
1996 …2022
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Fingerprint Dive into the research topics where Hemant Ishwaran is active. These topic labels come from the works of this person. Together they form a unique fingerprint.

  • 3 Similar Profiles
Esophageal Neoplasms Medicine & Life Sciences
Esophagogastric Junction Medicine & Life Sciences
Random Forest Mathematics
Dirichlet Process Mathematics
Neoplasms Medicine & Life Sciences
Survival Medicine & Life Sciences
Neoplasm Staging Medicine & Life Sciences
Mixture Model Mathematics

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Projects 2012 2022

Heart Failure
Transplantation
Transplants
Survival
Mortality

NextGen Random Forests

Ishwaran, H.

National Institutes of Health

9/1/175/31/21

Project: Research project

Learning systems
Scalability
Software packages
Tumors
Decision making
raf Kinases
Neoplasm Metastasis
Neoplasms
Esophageal Neoplasms
Breast Neoplasms

Research Output 1996 2019

  • 11978 Citations
  • 97 Article
  • 1 Chapter
  • 1 Conference contribution
3 Citations (Scopus)

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

Classifiers
Costs
6 Citations (Scopus)

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

Pulmonary Veins
Mitral Valve
Atrial Fibrillation
Atrial Flutter
Tachycardia

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

Adaptive Immunity
Innate Immunity
Interferons
Interferon-gamma
Tumors

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

Esophagogastric Junction
Neoadjuvant Therapy
Esophagectomy
Therapeutics
Adenocarcinoma Of Esophagus
5 Citations (Scopus)

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

Subsampling
Random Forest
Standard error
Confidence interval
Regression