Hemant Ishwaran
Active 1996–2026
- 86
- Papers
- 22,422
- Citations
- 54
- h-index
- 75
- i10-index
Citations
Citation sources
Countries
Institutions
Fields
- Medicine39.9%
- Computer Science19.8%
- Biochemistry, Genetics and Molecular Biology17.6%
- Immunology and Microbiology6.5%
- Mathematics5%
- Engineering3.6%
- Other7.6%
Topics
- Cancer Immunotherapy and Biomarkers6.3%
- Bayesian Methods and Mixture Models4%
- Immunotherapy and Immune Responses3.2%
- Statistical Methods and Inference3.1%
- Immune Cell Function and Interaction2%
- Esophageal Cancer Research and Treatment1.8%
- Other79.6%
Coauthors
- Eugene H. Blackstone18
- Thomas W. Rice14
- Andy J. Minn10
- Min Lu10
- Udaya B. Kogalur9
- Wayne L. Hofstetter8
- Carolyn Apperson-Hansen6
- Lancelot F. James6
- Valerie W. Rusch6
- Bihui Xu5
- J. Sunil Rao5
- Mark S. Allen5
- Michael S. Lauer5
- Simon Law5
- E. John Wherry4
- Eugene Blackstone4
- James D. Luketich4
- Joseph L. Benci4
- Manuel Pera4
- Mark K. Ferguson4
- Robert J. Cerfolio4
- Thomas J. Watson4
- Walter J. Scott4
- Amol Pande3
All papers
- RANDOM SURVIVAL FORESTS
Authors: Hemant Ishwaran, Udaya B. Kogalur, Eugene H. Blackstone, Michael S. Lauer - The Annals of Applied Statistics 2008 cited by 2,449
- Tumor Interferon Signaling Regulates a Multigenic Resistance Program to Immune Checkpoint Blockade
Authors: Joseph L. Benci, Bihui Xu, Yu Qiu, Tony J. Wu, Hannah Dada, Christina Twyman-Saint Victor, Lisa Cucolo, David S.M. Lee, Kristen E. Pauken, Alexander C. Huang, Tara C. Gangadhar, Ravi K. Amaravadi, Lynn M. Schuchter, Michael D. Feldman, Hemant Ishwaran, Robert H. Vonderheide, Amit Maity, E. John Wherry, Andy J. Minn - Cell 2016 cited by 1,194
- Radiation and dual checkpoint blockade activate non-redundant immune mechanisms in cancer
Authors: Christina Twyman-Saint Victor, Andrew J. Rech, Amit Maity, Ramesh Rengan, Kristen E. Pauken, Erietta Stelekati, Joseph L. Benci, Bihui Xu, Hannah Dada, Pamela M. Odorizzi, Ramin S. Herati, Kathleen D. Mansfield, Dana Patsch, Ravi K. Amaravadi, Lynn M. Schuchter, Hemant Ishwaran, Rosemarie Mick, Daniel A. Pryma, Xiaowei Xu, Michael D. Feldman, Tara C. Gangadhar, Stephen M. Hahn, E. John Wherry, Robert H. Vonderheide, Andy J. Minn - Nature 2015 cited by 2,431
- Random forest missing data algorithms
Authors: Fei Tang, Hemant Ishwaran - Statistical Analysis and Data Mining The ASA Data Science Journal, Stat. Anal. Data Min. 2017 cited by 776
- Opposing Functions of Interferon Coordinate Adaptive and Innate Immune Responses to Cancer Immune Checkpoint Blockade
Authors: Joseph L. Benci, Lexus R. Johnson, Ruth Choa, Yuanming Xu, Jingya Qiu, Zilu Zhou, Bihui Xu, Darwin Ye, Katherine L. Nathanson, Carl H. June, E. John Wherry, Nancy R. Zhang, Hemant Ishwaran, Matthew D. Hellmann, Jedd D. Wolchok, Taku Kambayashi, Andy J. Minn - Cell 2019 cited by 563
- Random forests for genomic data analysis
Authors: Xi Chen, Hemant Ishwaran - Genomics 2012 cited by 974
- Cancer of the Esophagus and Esophagogastric Junction: An Eighth Edition Staging Primer
Authors: Thomas W. Rice, Hemant Ishwaran, Mark K. Ferguson, Eugene H. Blackstone, Peter Goldstraw - Journal of Thoracic Oncology 2016 cited by 701
- An interferon-related gene signature for DNA damage resistance is a predictive marker for chemotherapy and radiation for breast cancer
Authors: Ralph R. Weichselbaum, Hemant Ishwaran, Taewon Yoon, Dimitry S.A. Nuyten, Samuel W. Baker, Nikolai N. Khodarev, Andy Su, Arif Y. Shaikh, Paul D. Roach, Bas Kreike, Bernard Roizman, Jonas Bergh, Yudi Pawitan, Marc J. van de Vijver, Andy J. Minn - National Academy of Sciences, Proceedings of the National Academy of Sciences 2008 cited by 622
- Exosome Transfer from Stromal to Breast Cancer Cells Regulates Therapy Resistance Pathways
Authors: Mirjam C. Boelens, Tony J. Wu, Barzin Y. Nabet, Bihui Xu, Yu Qiu, Taewon Yoon, Diana J. Azzam, Christina Twyman-Saint Victor, Brianne Z. Wiemann, Hemant Ishwaran, Petra J. ter Brugge, Jos Jonkers, Joyce M. Slingerland, Andy J. Minn - Cell 2014 cited by 804
- Spike and slab variable selection: Frequentist and Bayesian strategies
Authors: Hemant Ishwaran, J. Sunil Rao - The Annals of Statistics 2005 cited by 1,076
- Cancer cells resistant to immune checkpoint blockade acquire interferon-associated epigenetic memory to sustain T cell dysfunction
Authors: Jingya Qiu, Bihui Xu, Darwin Ye, Diqiu Ren, Shangshang Wang, Joseph L. Benci, Yuanming Xu, Hemant Ishwaran, Jean‐Christophe Beltra, E. John Wherry, Junwei Shi, Andy J. Minn - Nature Cancer 2023 cited by 102
- Evaluating Random Forests for Survival Analysis Using Prediction Error Curves
Authors: Ulla B. Mogensen, Hemant Ishwaran, Thomas Alexander Gerds - Journal of Statistical Software 2012 cited by 455
- Gibbs Sampling Methods for Stick-Breaking Priors
Authors: Hemant Ishwaran, Lancelot F. James - Journal of the American Statistical Association 2001 cited by 1,556
- High-Dimensional Variable Selection for Survival Data
Authors: Hemant Ishwaran, Udaya B. Kogalur, Eiran Z. Gorodeski, Andy J. Minn, Michael S. Lauer - Journal of the American Statistical Association 2010 cited by 454
- Random survival forests for competing risks
Authors: Hemant Ishwaran, Thomas Alexander Gerds, Udaya B. Kogalur, Richard D. Moore, Stephen J. Gange, Bryan Lau - Biostatistics 2014 cited by 291
- Random survival forests for high-dimensional data
Authors: Hemant Ishwaran, Udaya B. Kogalur, Xi Chen, Andy J. Minn - Statistical Analysis and Data Mining The ASA Data Science Journal, Stat. Anal. Data Min. 2011 cited by 219
- Standard errors and confidence intervals for variable importance in random forest regression, classification, and survival
Authors: Hemant Ishwaran, Min Lü - Statistics in Medicine 2018 cited by 268
- Variable importance in binary regression trees and forests
Authors: Hemant Ishwaran - Electronic Journal of Statistics 2007 cited by 396
- The effect of splitting on random forests
Authors: Hemant Ishwaran - Machine Learning, Mach. Learn. 2014 cited by 231
- A random forests quantile classifier for class imbalanced data
Authors: Robert C. O'Brien, Hemant Ishwaran - Pattern Recognition, Pattern Recognit. 2019 cited by 176
- Consistency of random survival forests
Authors: Hemant Ishwaran, Udaya B. Kogalur - Statistics & Probability Letters 2010 cited by 286
- Recommendations for pathologic staging (pTNM) of cancer of the esophagus and esophagogastric junction for the 8th edition AJCC/UICC staging manuals
Authors: Thomas W. Rice, Hemant Ishwaran, Wayne L. Hofstetter, David P. Kelsen, Carolyn Apperson-Hansen, Eugene H. Blackstone - Diseases of the Esophagus 2016 cited by 279
- Unsupervised random forests
Authors: Alejandro Mantero, Hemant Ishwaran - Statistical Analysis and Data Mining The ASA Data Science Journal, Stat. Anal. Data Min. 2021 cited by 46
- Identifying Important Risk Factors for Survival in Patient With Systolic Heart Failure Using Random Survival Forests
Authors: Eileen Hsich, Eiran Z. Gorodeski, Eugene H. Blackstone, Hemant Ishwaran, Michael S. Lauer - Circulation Cardiovascular Quality and Outcomes 2010 cited by 173
