Yitan Zhu

ORCID

Publication Activity (10 Years)

Years Active: 2006-2024
Publications (10 Years): 10

Top Venues

Virginia Tech, Blacksburg, VA, USA (PHD)

Education History

Virginia Tech, Blacksburg, VA, USA

PHD

Publications

Tianshu Feng, Rohan Gnanaolivu, Abolfazl Safikhani, Yuanhang Liu, Jun Jiang, Nicholas Chia, Alexander Partin, Priyanka Vasanthakumari, Yitan Zhu, Chen Wang
Variational and Explanatory Neural Networks for Encoding Cancer Profiles and Predicting Drug Responses. CoRR (2024)
Oleksandr Narykov, Yitan Zhu, Thomas S. Brettin, Yvonne A. Evrard, Alexander Partin, Maulik Shukla, Priyanka Vasanthakumari, James H. Doroshow, Rick Stevens
Entropy-Based Regularization on Deep Learning Models for Anti-Cancer Drug Response Prediction. SC Workshops (2023)
Fangfang Xia, Jonathan E. Allen, Prasanna Balaprakash, Thomas S. Brettin, Cristina Garcia-Cardona, Austin Clyde, Judith D. Cohn, James H. Doroshow, Xiaotian Duan, Veronika Dubinkina, Yvonne A. Evrard, Ya Ju Fan, Jason Gans, Stewart He, Pinyi Lu, Sergei Maslov, Alexander Partin, Maulik Shukla, Eric A. Stahlberg, Justin M. Wozniak, Hyun Seung Yoo, George F. Zaki, Yitan Zhu, Rick Stevens
A cross-study analysis of drug response prediction in cancer cell lines. Briefings Bioinform. 23 (1) (2022)
Alexander Partin, Thomas S. Brettin, Yitan Zhu, Oleksandr Narykov, Austin Clyde, Jamie Overbeek, Rick L. Stevens
Deep learning methods for drug response prediction in cancer: predominant and emerging trends. CoRR (2022)
Alexander Partin, Thomas S. Brettin, Yvonne A. Evrard, Yitan Zhu, Hyun Seung Yoo, Fangfang Xia, Songhao Jiang, Austin Clyde, Maulik Shukla, Michael Fonstein, James H. Doroshow, Rick L. Stevens
Learning curves for drug response prediction in cancer cell lines. BMC Bioinform. 22 (1) (2021)
Yitan Zhu, Thomas S. Brettin, Yvonne A. Evrard, Alexander Partin, Fangfang Xia, Maulik Shukla, Hyun Seung Yoo, James H. Doroshow, Rick Stevens
Ensemble Transfer Learning for the Prediction of Anti-Cancer Drug Response. CoRR (2020)
Alexander Partin, Thomas S. Brettin, Yvonne A. Evrard, Yitan Zhu, Hyun Seung Yoo, Fangfang Xia, Songhao Jiang, Austin Clyde, Maulik Shukla, Michael Fonstein, James H. Doroshow, Rick Stevens
Learning Curves for Drug Response Prediction in Cancer Cell Lines. CoRR (2020)
Austin Clyde, Tom Brettin, Alexander Partin, Maulik Shaulik, Hyun Seung Yoo, Yvonne A. Evrard, Yitan Zhu, Fangfang Xia, Rick Stevens
A Systematic Approach to Featurization for Cancer Drug Sensitivity Predictions with Deep Learning. CoRR (2020)
Daiane Aparecida Zuanetti, Peter Müller, Yitan Zhu, Shengjie Yang, Yuan Ji
Bayesian nonparametric clustering for large data sets. Stat. Comput. 29 (2) (2019)
Lin Wei, Zhilin Jin, Shengjie Yang, Yanxun Xu, Yitan Zhu, Yuan Ji
TCGA-assembler 2: software pipeline for retrieval and processing of TCGA/CPTAC data. Bioinform. 34 (9) (2018)
Jie Yang, Xufeng Ling, Yitan Zhu, Zhonglong Zheng
A face detection and recognition system in color image series. Math. Comput. Simul. 77 (5-6) (2008)
Yitan Zhu, Huai Li, David J. Miller, Zuyi Wang, Jianhua Xuan, Robert Clarke, Eric P. Hoffman, Yue Joseph Wang
VISDA: Modeling, visualization, and discovery for cluster analysis of genomic data. BMC Bioinform. 9 (2008)
Jiajing Wang, Huai Li, Yitan Zhu, Malik Yousef, Michael Nebozhyn, Michael M. Showe, Louise C. Showe, Jianhua Xuan, Robert Clarke, Yue Joseph Wang
analytical tool for data clustering and beyond. Bioinform. 23 (15) (2007)
Zhonglong Zheng, Jie Yang, Yitan Zhu
Initialization enhancer for non-negative matrix factorization. Eng. Appl. Artif. Intell. 20 (1) (2007)
Yitan Zhu, Zuyi Wang, Yuanjian Feng, Jianhua Xuan, David J. Miller, Eric P. Hoffman, Yue Wang
Phenotypic-Specific Gene Module Discovery using a Diagnostic Tree and caBIGTM VISDA. EMBC (2006)
Ting Gong, Yitan Zhu, Jianhua Xuan, Huai Li, Robert Clarke, Eric P. Hoffman, Yue Wang
Latent Variable and nICA Modeling of Pathway Gene Module Composite. EMBC (2006)
Zhonglong Zheng, Jie Yang, Yitan Zhu
Face Detection and Recognition using Colour Sequential Images. J. Res. Pract. Inf. Technol. 38 (2) (2006)
Yuanjian Feng, Zuyi Wang, Yitan Zhu, Jianhua Xuan, David J. Miller
Learning the Tree of Phenotypes Using Genomic Data and VISDA. BIBE (2006)
Justin Molineaux, Jianhua Xuan, Ting Gong, Yitan Zhu, Eric P. Hoffman, Robert Clarke, Yue Joseph Wang
ModVis: An information visualization tool for gene module discovery. CAINE (2006)

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Publication Activity (10 Years)

Top Topics

Top Venues

Yitan Zhu