Search filters

List of works by Hemant Ishwaran

A novel approach to cancer staging: application to esophageal cancer

scientific article published on 5 June 2009

A prediction-based alternative to P values in regression models

scientific article published on 30 August 2017

An Integrative Pathway-based Clinical-genomic Model for Cancer Survival Prediction

scientific article published on September 2010

An interferon-related gene signature for DNA damage resistance is a predictive marker for chemotherapy and radiation for breast cancer

scholarly article

BAMarraytrade mark: Java software for Bayesian analysis of variance for microarray data

scientific article

Biatrial maze procedure versus pulmonary vein isolation for atrial fibrillation during mitral valve surgery: New analytical approaches and end points

Boosted Multivariate Trees for Longitudinal Data

scientific article published on 4 November 2016

CART variance stabilization and regularization for high-throughput genomic data

scientific article

CEACAM-7: a predictive marker for rectal cancer recurrence.

scientific article

Cancer of the Esophagus and Esophagogastric Junction: An Eighth Edition Staging Primer

scientific article published on 31 October 2016

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 Cancer Staging Manuals

scientific article

Comparison of CT and MR imaging in staging of neck metastases ⬇️

scientific article published on April 1, 1998

Consistency of Random Survival Forests

scientific article published on July 2010

Discussion on "Nonparametric variable importance assessment using machine learning techniques" by Brian D. Williamson, Peter B. Gilbert, Marco Carone, and Noah Simon

scientific article published on 08 December 2020

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

scientific article published on 17 February 2018

Esophageal Cancer: Associations With (pN+) Lymph Node Metastases

scientific article published on January 2017

Estimating Individual Treatment Effect in Observational Data Using Random Forest Methods.

scientific article published in February 2018

Estimating the prevalence of atrial fibrillation from a three-class mixture model for repeated diagnoses

scientific article published on 16 December 2016

Evaluating Random Forests for Survival Analysis using Prediction Error Curves.

scientific article published on September 2012

Exosome transfer from stromal to breast cancer cells regulates therapy resistance pathways

scientific article

Gene signature is associated with early stage rectal cancer recurrence

scientific article published on 12 June 2010

Health-related quality of life after coronary artery bypass grafting: a gender analysis using the Duke Activity Status Index

scientific article published in August 2004

Identification of predicted individual treatment effects in randomized clinical trials

scientific article

Identifying important risk factors for survival in patient with systolic heart failure using random survival forests

scientific article

Importance of treadmill exercise time as an initial prognostic screening tool in patients with systolic left ventricular dysfunction

scientific article

MICA polymorphism identified by whole genome array associated with NKG2D-mediated cytotoxicity in T-cell large granular lymphocyte leukemia

scientific article

Multireader, multicase receiver operating characteristic analysis: an empirical comparison of five methods

scientific article published in September 2004

Oesophageal cancer: location, location, location

scientific article published on 15 April 2015

Pathway hunting by random survival forests

scientific article

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

scientific article published on 5 January 2016

Quantitative electrocardiographic measures and long-term mortality in exercise test patients with clinically normal resting electrocardiograms

scientific article

Quantitative measures of electrocardiographic left ventricular mass, conduction, and repolarization, and long-term survival after coronary artery bypass grafting

scientific article

Random Forest Missing Data Algorithms

scientific article published on 13 June 2017

Random forests for genomic data analysis

scientific article

Random survival forests

scientific article from 2008

Random survival forests for competing risks

scientific article

Recommendations for clinical staging (cTNM) of cancer of the esophagus and esophagogastric junction for the 8th edition AJCC/UICC staging manuals

scientific article published on November 2016

Recommendations for neoadjuvant pathologic staging (ypTNM) of cancer of the esophagus and esophagogastric junction for the 8th edition AJCC/UICC staging manuals

scientific article

Satisfaction with web-based training in an integrated healthcare delivery network: do age, education, computer skills and attitudes matter?

scientific article

Sex Differences in Mortality Based on United Network for Organ Sharing Status While Awaiting Heart Transplantation

scientific article

Signalling pathway for RKIP and Let-7 regulates and predicts metastatic breast cancer

scientific article published on 26 August 2011

Standard errors and confidence intervals for variable importance in random forest regression, classification, and survival

scientific article published on 04 June 2018

Synthetic learning machines

scientific article published on 18 December 2014

The Effect of Splitting on Random Forests

scientific article

Tumor immunity and survival as a function of alternative neopeptides in human cancer

scientific article published on 16 January 2018

Use of the logical analysis of data method for assessing long-term mortality risk after exercise electrocardiography

scientific article

Paulina is supported by:

About Paulina

Help