Hemant Ishwaran
1996–2026 年に発表
- 86
- 論文数
- 22,422
- 被引用数
- 54
- h 指数
- 75
- i10 指数
被引用数
引用元
国・地域
機関
分野
- Medicine39.9%
- Computer Science19.8%
- Biochemistry, Genetics and Molecular Biology17.6%
- Immunology and Microbiology6.5%
- Mathematics5%
- Engineering3.6%
- その他7.6%
トピック
- 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%
- その他79.6%
共著者
- 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
全論文
- RANDOM SURVIVAL FORESTS
著者: Hemant Ishwaran, Udaya B. Kogalur, Eugene H. Blackstone, Michael S. Lauer - The Annals of Applied Statistics 2008 被引用: 2,449
- Tumor Interferon Signaling Regulates a Multigenic Resistance Program to Immune Checkpoint Blockade
著者: 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 被引用: 1,194
- Radiation and dual checkpoint blockade activate non-redundant immune mechanisms in cancer
著者: 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 被引用: 2,431
- Random forest missing data algorithms
著者: Fei Tang, Hemant Ishwaran - Statistical Analysis and Data Mining The ASA Data Science Journal, Stat. Anal. Data Min. 2017 被引用: 776
- Opposing Functions of Interferon Coordinate Adaptive and Innate Immune Responses to Cancer Immune Checkpoint Blockade
著者: 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 被引用: 563
- Random forests for genomic data analysis
著者: Xi Chen, Hemant Ishwaran - Genomics 2012 被引用: 974
- Cancer of the Esophagus and Esophagogastric Junction: An Eighth Edition Staging Primer
著者: Thomas W. Rice, Hemant Ishwaran, Mark K. Ferguson, Eugene H. Blackstone, Peter Goldstraw - Journal of Thoracic Oncology 2016 被引用: 701
- An interferon-related gene signature for DNA damage resistance is a predictive marker for chemotherapy and radiation for breast cancer
著者: 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 被引用: 622
- Exosome Transfer from Stromal to Breast Cancer Cells Regulates Therapy Resistance Pathways
著者: 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 被引用: 804
- Spike and slab variable selection: Frequentist and Bayesian strategies
著者: Hemant Ishwaran, J. Sunil Rao - The Annals of Statistics 2005 被引用: 1,076
- Cancer cells resistant to immune checkpoint blockade acquire interferon-associated epigenetic memory to sustain T cell dysfunction
著者: 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 被引用: 102
- Evaluating Random Forests for Survival Analysis Using Prediction Error Curves
著者: Ulla B. Mogensen, Hemant Ishwaran, Thomas Alexander Gerds - Journal of Statistical Software 2012 被引用: 455
- Gibbs Sampling Methods for Stick-Breaking Priors
著者: Hemant Ishwaran, Lancelot F. James - Journal of the American Statistical Association 2001 被引用: 1,556
- High-Dimensional Variable Selection for Survival Data
著者: Hemant Ishwaran, Udaya B. Kogalur, Eiran Z. Gorodeski, Andy J. Minn, Michael S. Lauer - Journal of the American Statistical Association 2010 被引用: 454
- Random survival forests for competing risks
著者: Hemant Ishwaran, Thomas Alexander Gerds, Udaya B. Kogalur, Richard D. Moore, Stephen J. Gange, Bryan Lau - Biostatistics 2014 被引用: 291
- Random survival forests for high-dimensional data
著者: 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 被引用: 219
- Standard errors and confidence intervals for variable importance in random forest regression, classification, and survival
著者: Hemant Ishwaran, Min Lü - Statistics in Medicine 2018 被引用: 268
- Variable importance in binary regression trees and forests
著者: Hemant Ishwaran - Electronic Journal of Statistics 2007 被引用: 396
- The effect of splitting on random forests
著者: Hemant Ishwaran - Machine Learning, Mach. Learn. 2014 被引用: 231
- A random forests quantile classifier for class imbalanced data
著者: Robert C. O'Brien, Hemant Ishwaran - Pattern Recognition, Pattern Recognit. 2019 被引用: 176
- Consistency of random survival forests
著者: Hemant Ishwaran, Udaya B. Kogalur - Statistics & Probability Letters 2010 被引用: 286
- Recommendations for pathologic staging (pTNM) of cancer of the esophagus and esophagogastric junction for the 8th edition AJCC/UICC staging manuals
著者: Thomas W. Rice, Hemant Ishwaran, Wayne L. Hofstetter, David P. Kelsen, Carolyn Apperson-Hansen, Eugene H. Blackstone - Diseases of the Esophagus 2016 被引用: 279
- Unsupervised random forests
著者: Alejandro Mantero, Hemant Ishwaran - Statistical Analysis and Data Mining The ASA Data Science Journal, Stat. Anal. Data Min. 2021 被引用: 46
- Identifying Important Risk Factors for Survival in Patient With Systolic Heart Failure Using Random Survival Forests
著者: Eileen Hsich, Eiran Z. Gorodeski, Eugene H. Blackstone, Hemant Ishwaran, Michael S. Lauer - Circulation Cardiovascular Quality and Outcomes 2010 被引用: 173
