Neuroblastoma, a Paradigm for Big Data Science in Pediatric Oncology

por Salazar, Brittany M., Balczewski, Emily A., Ung, Choong Yong, Zhu, Shizhen
Publicado 2016

Machine Learning-Assisted Network Inference Approach to Identify a New Class of Genes that Coordinate the Functionality of Cancer Networks

por Ghanat Bari, Mehrab, Ung, Choong Yong, Zhang, Cheng, Zhu, Shizhen, Li, Hu
Publicado 2017

Manifold epigenetics: A conceptual model that guides engineering strategies to improve whole-body regenerative health

por Ung, Choong Yong, Correia, Cristina, Billadeau, Daniel Denis, Zhu, Shizhen, Li, Hu
Publicado 2023

Manifold medicine: A schema that expands treatment dimensionality

por Ung, Choong Yong, Weiskittel, Taylor M., Correia, Cristina, Kaufmann, Scott H., Li, Hu
Publicado 2021

Regulostat Inferelator: a novel network biology platform to uncover molecular devices that predetermine cellular response phenotypes

por Ung, Choong Yong, Ghanat Bari, Mehrab, Zhang, Cheng, Liang, Jingjing, Correia, Cristina, Li, Hu
Publicado 2019

NetDecoder: a network biology platform that decodes context-specific biological networks and gene activities

por da Rocha, Edroaldo Lummertz, Ung, Choong Yong, McGehee, Cordelia D., Correia, Cristina, Li, Hu
Publicado 2016

Modular network mechanism of CCN1-associated resistance to HSV-1-derived oncolytic immunovirotherapies for glioblastomas

por Monie, Dileep D., Correia, Cristina, Zhang, Cheng, Ung, Choong Yong, Vile, Richard G., Li, Hu
Publicado 2021

Inverted Expression Profiles of Sex-Biased Genes in Response to Toxicant Perturbations and Diseases

por Ung, Choong Yong, Lam, Siew Hong, Zhang, Xun, Li, Hu, Zhang, Louxin, Li, Baowen, Gong, Zhiyuan
Publicado 2013

Machine Learning and Systems Biology Approaches to Characterize Dosage-Based Gene Dependencies in Cancer Cells

por Meng-Lin, Kevin, Ung, Choong Yong, Weiskittel, Taylor M, Chen, Alex, Zhang, Cheng, Correia, Cristina, Li, Hu
Publicado 2021

Mercury-induced hepatotoxicity in zebrafish: in vivo mechanistic insights from transcriptome analysis, phenotype anchoring and targeted gene expression validation

por Ung, Choong Yong, Lam, Siew Hong, Hlaing, Mya Myintzu, Winata, Cecilia Lanny, Korzh, Svetlana, Mathavan, Sinnakaruppan, Gong, Zhiyuan
Publicado 2010

Existence of Inverted Profile in Chemically Responsive Molecular Pathways in the Zebrafish Liver

por Ung, Choong Yong, Lam, Siew Hong, Zhang, Xun, Li, Hu, Ma, Jing, Zhang, Louxin, Li, Baowen, Gong, Zhiyuan
Publicado 2011

The Trifecta of Single-Cell, Systems-Biology, and Machine-Learning Approaches

por Weiskittel, Taylor M., Correia, Cristina, Yu, Grace T., Ung, Choong Yong, Kaufmann, Scott H., Billadeau, Daniel D., Li, Hu
Publicado 2021

Toxicogenomic Analysis Suggests Chemical-Induced Sexual Dimorphism in the Expression of Metabolic Genes in Zebrafish Liver

por Zhang, Xun, Ung, Choong Yong, Lam, Siew Hong, Ma, Jing, Chen, Yu Zong, Zhang, Louxin, Gong, Zhiyuan, Li, Baowen
Publicado 2012

A network-based phenotype mapping approach to identify genes that modulate drug response phenotypes

por Cairns, Junmei, Ung, Choong Yong, da Rocha, Edroaldo Lummertz, Zhang, Cheng, Correia, Cristina, Weinshilboum, Richard, Wang, Liewei, Li, Hu
Publicado 2016

Uncovering Pharmacological Opportunities for Cancer Stem Cells—A Systems Biology View

por Correia, Cristina, Weiskittel, Taylor M, Ung, Choong Yong, Villasboas Bisneto, Jose C, Billadeau, Daniel D, Kaufmann, Scott H, Li, Hu
Publicado 2022

Toxicogenomic and Phenotypic Analyses of Bisphenol-A Early-Life Exposure Toxicity in Zebrafish

por Lam, Siew Hong, Hlaing, Mya Myintzu, Zhang, Xiaoyan, Yan, Chuan, Duan, Zhenghua, Zhu, Lin, Ung, Choong Yong, Mathavan, Sinnakaruppan, Ong, Choon Nam, Gong, Zhiyuan
Publicado 2011

SPIN-AI: A Deep Learning Model That Identifies Spatially Predictive Genes

por Meng-Lin, Kevin, Ung, Choong-Yong, Zhang, Cheng, Weiskittel, Taylor M., Wisniewski, Philip, Zhang, Zhuofei, Tan, Shyang-Hong, Yeo, Kok-Siong, Zhu, Shizhen, Correia, Cristina, Li, Hu
Publicado 2023

A Knowledge-Based Discovery Approach Couples Artificial Neural Networks With Weight Engineering to Uncover Immune-Related Processes Underpinning Clinical Traits of Breast Cancer

por Zhang, Cheng, Correia, Cristina, Weiskittel, Taylor M., Tan, Shyang Hong, Meng-Lin, Kevin, Yu, Grace T., Yao, Jingwen, Yeo, Kok Siong, Zhu, Shizhen, Ung, Choong Yong, Li, Hu
Publicado 2022