Hemant Ishwaran

Professor

  • 10338 Citations
19962021
If you made any changes in Pure, your changes will be visible here soon.

Fingerprint Fingerprint is based on mining the text of the experts' scientific documents to create an index of weighted terms, which defines the key subjects of each individual researcher.

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

Network Recent external collaboration on country level. Dive into details by clicking on the dots.

Projects 2012 2021

NextGen Random Forests

Ishwaran, H.

National Institutes of Health

9/1/175/31/21

Project: Research projectResearch Project

Learning systems
Scalability
Software packages
Tumors
Decision making

RF-SRC: A Unified Data Tool

Ishwaran, H.

National Institutes of Health

8/10/1212/31/16

Project: Research projectResearch Project

raf Kinases
Neoplasm Metastasis
Neoplasms
Esophageal Neoplasms
Breast Neoplasms

Research Output 1996 2018

  • 10338 Citations
  • 91 Article
  • 1 Chapter
  • 1 Conference contribution
1 Citations

A prediction-based alternative to P values in regression models

Lu, M. & Ishwaran, H., Jan 1 2018, (Accepted/In press) In : Journal of Thoracic and Cardiovascular Surgery.

Research output: Contribution to journalArticle

Ensemble survival tree models to reveal pairwise interactions of variables with time-to-events outcomes in low-dimensional setting

Dazard, J. E., Ishwaran, H., Mehlotra, R., Weinberg, A. & Zimmerman, P., Feb 23 2018, In : Statistical Applications in Genetics and Molecular Biology. 17, 1, 20170038.

Research output: Contribution to journalArticle

Pairwise
Ensemble
Polymorphism
Interaction
HIV
2 Citations

Estimating Individual Treatment Effect in Observational Data Using Random Forest Methods

Lu, M., Sadiq, S., Feaster, D. J. & Ishwaran, H., Jan 30 2018, (Accepted/In press) In : Journal of Computational and Graphical Statistics. p. 1-11 11 p.

Research output: Contribution to journalArticle

Random Forest
Treatment Effects
Confounding
Drugs
Potential Outcomes
4 Citations

Identification of predicted individual treatment effects in randomized clinical trials

Lamont, A., Lyons, M. D., Jaki, T., Stuart, E., Feaster, D. J., Tharmaratnam, K., Oberski, D., Ishwaran, H., Wilson, D. K. & Van Horn, M. L., Jan 1 2018, In : Statistical Methods in Medical Research. 27, 1, p. 142-157 16 p.

Research output: Contribution to journalArticle

Randomized Clinical Trial
Treatment Effects
Randomized Controlled Trials
Decision tree
Therapeutics
1 Citations

Probability of atrial fibrillation after ablation: Using a parametric nonlinear temporal decomposition mixed effects model

Rajeswaran, J., Blackstone, E. H., Ehrlinger, J., Li, L., Ishwaran, H. & Parides, M. K., Jan 1 2018, In : Statistical Methods in Medical Research. 27, 1, p. 126-141 16 p.

Research output: Contribution to journalArticle

Atrial Fibrillation
Mixed Effects Model
Ablation
Decompose
Clinical Trials