Predicting Breast Cancer Metastasis by Integrating Both Clinical and Genetic Markers. - Yijun Sun; Steve Goodison (BIOCOMP, 2007)

Improved breast cancer prognosis through the combination of clinical and genetic markers. - Yijun Sun; Steve Goodison; Jian Li 001; Li Liu 035; William G. Farmerie (Bioinform., 2007)

Combining nomogram and microarray data for predicting prostate cancer recurrence. - Yijun Sun; Yunpeng Cai; Steve Goodison (BIBE, 2008)

A Feature Selection Algorithm Capable of Handling Extremely Large Data Dimensionality. - Yijun Sun; Sinisa Todorovic; Steve Goodison (SDM, 2008)

Online Feature Selection Algorithm with Bayesian l1 Regularization. - Yunpeng Cai; Yijun Sun; Jian Li 001; Steve Goodison (PAKDD, 2009)

Pathway-Based Feature Selection Algorithm for Cancer Microarray Data. - Nirmalya Bandyopadhyay; Tamer Kahveci; Steve Goodison; Yijun Sun; Sanjay Ranka (Adv. Bioinformatics, 2009)

Fast Implementation of ℓ1Regularized Learning Algorithms Using Gradient Descent Methods. - Yunpeng Cai; Yijun Sun; Yubo Cheng; Jian Li 001; Steve Goodison (SDM, 2010)

Local-Learning-Based Feature Selection for High-Dimensional Data Analysis. - Yijun Sun; Sinisa Todorovic; Steve Goodison (IEEE Trans. Pattern Anal. Mach. Intell., 2010)

Dimensionality Reduction Via Graph Structure Learning. - Qi Mao 001; Li Wang 033; Steve Goodison; Yijun Sun (KDD, 2015)

SimplePPT: A Simple Principal Tree Algorithm. - Qi Mao 001; Le Yang; Li Wang 033; Steve Goodison; Yijun Sun (SDM, 2015)

Feature Selection for Nonlinear Regression and its Application to Cancer Research. - Yijun Sun; Jin Yao; Steve Goodison (SDM, 2015)

Feature selection for unsupervised learning through local learning. - Jin Yao; Qi Mao 001; Steve Goodison; Volker Mai; Yijun Sun (Pattern Recognit. Lett., 2015)

Deep-learning approach to identifying cancer subtypes using high-dimensional genomic data. - Runpu Chen; Le Yang; Steve Goodison; Yijun Sun (Bioinform., 2020)

An efficient and effective method to identify significantly perturbed subnetworks in cancer. - Le Yang; Runpu Chen; Steve Goodison; Yijun Sun (Nat. Comput. Sci., 2021)

Computational approach to modeling microbiome landscapes associated with chronic human disease progression. - Lu Li; Jiho Sohn; Robert J. Genco; Jean Wactawski-Wende; Steve Goodison; Patricia I. Diaz; Yijun Sun (PLoS Comput. Biol., 2022)

A comprehensive benchmark study of methods for identifying significantly perturbed subnetworks in cancer. - Le Yang; Runpu Chen; Steve Goodison; Yijun Sun (Briefings Bioinform., 2024)