DeepSleep convolutional neural network allows accurate and fast detection of sleep arousal

by Hongyang Li, Yuanfang Guan
Published 2021-01-01

Treatment Stratification of Patients with Metastatic Castration-Resistant Prostate Cancer by Machine Learning

by Kaiwen Deng, Hongyang Li, Yuanfang Guan
Published 2020-02-01

Timesias: A machine learning pipeline for predicting outcomes from time-series clinical records

by Hanrui Zhang, Daiyao Yi, Yuanfang Guan
Published 2021-09-01

Systematic planning of genome-scale experiments in poorly studied species.

by Yuanfang Guan, Maitreya Dunham, Amy Caudy, Olga Troyanskaya
Published 2010-03-01

Joint learning improves protein abundance prediction in cancers

by Hongyang Li, Omer Siddiqui, Hongjiu Zhang, Yuanfang Guan
Published 2019-12-01

Neural-ODE for pharmacokinetics modeling and its advantage to alternative machine learning models in predicting new dosing regimens

by James Lu, Kaiwen Deng, Xinyuan Zhang, Gengbo Liu, Yuanfang Guan
Published 2021-07-01

Effects of Antioxidants in Human Cancers: Differential Effects on Non-Coding Intronic RNA Expression

by Shreya Menon, Chunxia Lu, Rajasree Menon, Jessica Schwartz, Yuanfang Guan
Published 2016-01-01

Re-evaluating experimental validation in the Big Data Era: a conceptual argument

by Mohieddin Jafari, Yuanfang Guan, David C. Wedge, Naser Ansari-Pour
Published 2021-02-01

Deep Learning Identifies Digital Biomarkers for Self-Reported Parkinson's Disease

by Hanrui Zhang, Kaiwen Deng, Hongyang Li, Roger L. Albin, Yuanfang Guan
Published 2020-06-01

Assessment of the timeliness and robustness for predicting adult sepsis

by Yuanfang Guan, Xueqing Wang, Xianghao Chen, Daiyao Yi, Luyao Chen, Xiaoqian Jiang
Published 2021-02-01

FastClone is a probabilistic tool for deconvoluting tumor heterogeneity in bulk-sequencing samples

by Yao Xiao, Xueqing Wang, Hongjiu Zhang, Peter J. Ulintz, Hongyang Li, Yuanfang Guan
Published 2020-09-01

Functional genomics complements quantitative genetics in identifying disease-gene associations.

by Yuanfang Guan, Cheryl L Ackert-Bicknell, Braden Kell, Olga G Troyanskaya, Matthew A Hibbs
Published 2010-11-01

Systematically differentiating functions for alternatively spliced isoforms through integrating RNA-seq data.

by Ridvan Eksi, Hong-Dong Li, Rajasree Menon, Yuchen Wen, Gilbert S Omenn, Matthias Kretzler, Yuanfang Guan
Published 2013-01-01

Detecting Asymmetric Patterns and Localizing Cancers on Mammograms

by Yuanfang Guan, Xueqing Wang, Hongyang Li, Zhenning Zhang, Xianghao Chen, Omer Siddiqui, Sara Nehring, Xiuzhen Huang
Published 2020-10-01

A genomewide functional network for the laboratory mouse.

by Yuanfang Guan, Chad L Myers, Rong Lu, Ihor R Lemischka, Carol J Bult, Olga G Troyanskaya
Published 2008-09-01

Cellular, transcriptomic and isoform heterogeneity of breast cancer cell line revealed by full-length single-cell RNA sequencing

by Shaocheng Wu, Hongjiu Zhang, Shamileh Fouladdel, Hongyang Li, Evan Keller, Max S. Wicha, Gilbert S. Omenn, Ebrahim Azizi, Yuanfang Guan
Published 2020-01-01

Functional knowledge transfer for high-accuracy prediction of under-studied biological processes.

by Christopher Y Park, Aaron K Wong, Casey S Greene, Jessica Rowland, Yuanfang Guan, Lars A Bongo, Rebecca D Burdine, Olga G Troyanskaya
Published 2013-01-01

Tissue-specific functional networks for prioritizing phenotype and disease genes.

by Yuanfang Guan, Dmitriy Gorenshteyn, Margit Burmeister, Aaron K Wong, John C Schimenti, Mary Ann Handel, Carol J Bult, Matthew A Hibbs, Olga G Troyanskaya
Published 2012-01-01

Rescue of Metabolic Alterations in AR113Q Skeletal Muscle by Peripheral Androgen Receptor Gene Silencing

by Elisa Giorgetti, Zhigang Yu, Jason P. Chua, Ryosuke Shimamura, Lili Zhao, Fan Zhu, Sriram Venneti, Maria Pennuto, Yuanfang Guan, Gene Hung, Andrew P. Lieberman
Published 2016-09-01

Complete hazard ranking to analyze right-censored data: An ALS survival study.

by Zhengnan Huang, Hongjiu Zhang, Jonathan Boss, Stephen A Goutman, Bhramar Mukherjee, Ivo D Dinov, Yuanfang Guan, Pooled Resource Open-Access ALS Clinical Trials Consortium
Published 2017-12-01