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Hemant Ishwaran
Hemant Ishwaran
Professor of Biostatistics, University of Miami, Miller School of Medicine
Zweryfikowany adres z med.miami.edu - Strona główna
Tytuł
Cytowane przez
Cytowane przez
Rok
Random survival forests
H Ishwaran, UB Kogalur, EH Blackstone, MS Lauer
31652008
Radiation and dual checkpoint blockade activate non-redundant immune mechanisms in cancer
C Twyman-Saint Victor, AJ Rech, A Maity, R Rengan, KE Pauken, ...
Nature 520 (7547), 373-377, 2015
24792015
Gibbs sampling methods for stick-breaking priors
H Ishwaran, LF James
Journal of the American statistical Association 96 (453), 161-173, 2001
21032001
Spike and slab variable selection: frequentist and Bayesian strategies
H Ishwaran, JS Rao
13302005
Tumor interferon signaling regulates a multigenic resistance program to immune checkpoint blockade
JL Benci, B Xu, Y Qiu, TJ Wu, H Dada, C Twyman-Saint Victor, L Cucolo, ...
Cell 167 (6), 1540-1554. e12, 2016
11552016
Random forests for genomic data analysis
X Chen, H Ishwaran
Genomics 99 (6), 323-329, 2012
10252012
Exosome transfer from stromal to breast cancer cells regulates therapy resistance pathways
MC Boelens, TJ Wu, BY Nabet, B Xu, Y Qiu, T Yoon, DJ Azzam, ...
Cell 159 (3), 499-513, 2014
8642014
Random forest missing data algorithms
F Tang, H Ishwaran
Statistical Analysis and Data Mining: The ASA Data Science Journal 10 (6 …, 2017
7322017
An interferon-related gene signature for DNA damage resistance is a predictive marker for chemotherapy and radiation for breast cancer
RR Weichselbaum, H Ishwaran, T Yoon, DSA Nuyten, SW Baker, ...
Proceedings of the National Academy of Sciences 105 (47), 18490-18495, 2008
6452008
Cancer of the esophagus and esophagogastric junction: an eighth edition staging primer
TW Rice, H Ishwaran, MK Ferguson, EH Blackstone, P Goldstraw
Journal of Thoracic Oncology 12 (1), 36-42, 2017
6042017
Comparison of CT and MR imaging in staging of neck metastases.
HD Curtin, H Ishwaran, AA Mancuso, RW Dalley, DJ Caudry, BJ McNeil
Radiology 207 (1), 123-130, 1998
5651998
Optimum lymphadenectomy for esophageal cancer
NP Rizk, H Ishwaran, TW Rice, LQ Chen, PH Schipper, KA Kesler, S Law, ...
Annals of surgery 251 (1), 46-50, 2010
5362010
Evaluating random forests for survival analysis using prediction error curves
UB Mogensen, H Ishwaran, TA Gerds
Journal of statistical software 50, 1-23, 2012
5272012
High-dimensional variable selection for survival data
H Ishwaran, UB Kogalur, EZ Gorodeski, AJ Minn, MS Lauer
Journal of the American Statistical Association 105 (489), 205-217, 2010
5252010
Variable importance in binary regression trees and forests
H Ishwaran
5222007
The focused information criterion
G Claeskens, NL Hjort
Journal of the American Statistical Association 98 (464), 900-916, 2003
5012003
Cancer of the esophagus and esophagogastric junction: data‐driven staging for the seventh edition of the American Joint Committee on Cancer/International Union Against Cancer …
TW Rice, VW Rusch, H Ishwaran, EH Blackstone, ...
Cancer 116 (16), 3763-3773, 2010
4792010
Lung metastasis genes couple breast tumor size and metastatic spread
AJ Minn, GP Gupta, D Padua, P Bos, DX Nguyen, D Nuyten, B Kreike, ...
Proceedings of the National Academy of Sciences 104 (16), 6740-6745, 2007
4792007
Opposing functions of interferon coordinate adaptive and innate immune responses to cancer immune checkpoint blockade
JL Benci, LR Johnson, R Choa, Y Xu, J Qiu, Z Zhou, B Xu, D Ye, ...
Cell 178 (4), 933-948. e14, 2019
4372019
Markov chain Monte Carlo in approximate Dirichlet and beta two-parameter process hierarchical models
H Ishwaran, M Zarepour
Biometrika 87 (2), 371-390, 2000
4042000
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