SPIN-AI: A Deep Learning Model That Identifies Spatially Predictive Genes
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
Published in Biomolecules (Basel, Switzerland) (27.05.2023)
Published in Biomolecules (Basel, Switzerland) (27.05.2023)
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Journal Article
The Rise of Hypothesis-Driven Artificial Intelligence in Oncology
Xianyu, Zilin, Correia, Cristina, Ung, Choong Yong, Zhu, Shizhen, Billadeau, Daniel D, Li, Hu
Published in Cancers (01.02.2024)
Published in Cancers (01.02.2024)
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Journal Article
Pathway sensitivity analysis for detecting pro‐proliferation activities of oncogenes and tumor suppressors of epidermal growth factor receptor‐extracellular signal‐regulated protein kinase pathway at altered protein levels
Li, Hu, Ung, Choong Yong, Ma, Xiao Hua, Liu, Xiang Hui, Li, Bao Wen, Low, Boon Chuan, Chen, Yu Zong
Published in Cancer (15.09.2009)
Published in Cancer (15.09.2009)
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Journal Article
Toxicogenomic and phenotypic analyses of bisphenol-A early-life exposure toxicity in zebrafish
Lam, Siew Hong, Hlaing, Mya Myintzu, Zhang, Xiaoyan, Yan, Chuan, Duan, Zhenghua, Zhu, Lin, Ung, Choong Yong, Mathavan, Sinnakaruppan, Ong, Choon Nam, Gong, Zhiyuan
Published in PloS one (14.12.2011)
Published in PloS one (14.12.2011)
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Journal Article
Neuroblastoma, a Paradigm for Big Data Science in Pediatric Oncology
Salazar, Brittany M, Balczewski, Emily A, Ung, Choong Yong, Zhu, Shizhen
Published in International journal of molecular sciences (01.01.2017)
Published in International journal of molecular sciences (01.01.2017)
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Journal Article
GAS7 Deficiency Promotes Metastasis in MYCN-Driven Neuroblastoma
Dong, Zhiwei, Yeo, Kok Siong, Lopez, Gonzalo, Zhang, Cheng, Dankert Eggum, Erin N, Rokita, Jo Lynne, Ung, Choong Yong, Levee, Taylor M, Her, Zuag Paj, Howe, Cassie J, Hou, Xiaonan, van Ree, Janine H, Li, Shuai, He, Shuning, Tao, Ting, Fritchie, Karen, Torres-Mora, Jorge, Lehman, Julia S, Meves, Alexander, Razidlo, Gina L, Rathi, Komal S, Weroha, S John, Look, A Thomas, van Deursen, Jan M, Li, Hu, Westendorf, Jennifer J, Maris, John M, Zhu, Shizhen
Published in Cancer research (Chicago, Ill.) (01.06.2021)
Published in Cancer research (Chicago, Ill.) (01.06.2021)
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Journal Article
A Knowledge-Based Discovery Approach Couples Artificial Neural Networks With Weight Engineering to Uncover Immune-Related Processes Underpinning Clinical Traits of Breast Cancer
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
Published in Frontiers in immunology (14.07.2022)
Published in Frontiers in immunology (14.07.2022)
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Journal Article
The Trifecta of Single-Cell, Systems-Biology, and Machine-Learning Approaches
Weiskittel, Taylor M, Correia, Cristina, Yu, Grace T, Ung, Choong Yong, Kaufmann, Scott H, Billadeau, Daniel D, Li, Hu
Published in Genes (20.07.2021)
Published in Genes (20.07.2021)
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Journal Article
Mercury-induced hepatotoxicity in zebrafish: in vivo mechanistic insights from transcriptome analysis, phenotype anchoring and targeted gene expression validation
Ung, Choong Yong, Lam, Siew Hong, Hlaing, Mya Myintzu, Winata, Cecilia Lanny, Korzh, Svetlana, Mathavan, Sinnakaruppan, Gong, Zhiyuan
Published in BMC genomics (30.03.2010)
Published in BMC genomics (30.03.2010)
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Journal Article
Network Biology-Inspired Machine Learning Features Predict Cancer Gene Targets and Reveal Target Coordinating Mechanisms
Weiskittel, Taylor M, Cao, Andrew, Meng-Lin, Kevin, Lehmann, Zachary, Feng, Benjamin, Correia, Cristina, Zhang, Cheng, Wisniewski, Philip, Zhu, Shizhen, Yong Ung, Choong, Li, Hu
Published in Pharmaceuticals (Basel, Switzerland) (16.05.2023)
Published in Pharmaceuticals (Basel, Switzerland) (16.05.2023)
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Journal Article
Manifold epigenetics: A conceptual model that guides engineering strategies to improve whole-body regenerative health
Ung, Choong Yong, Correia, Cristina, Billadeau, Daniel Denis, Zhu, Shizhen, Li, Hu
Published in Frontiers in cell and developmental biology (14.02.2023)
Published in Frontiers in cell and developmental biology (14.02.2023)
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Journal Article
Critical Role for GAB2 in Neuroblastoma Pathogenesis through the Promotion of SHP2/MYCN Cooperation
Zhang, Xiaoling, Dong, Zhiwei, Zhang, Cheng, Ung, Choong Yong, He, Shuning, Tao, Ting, Oliveira, Andre M., Meves, Alexander, Ji, Baoan, Look, A. Thomas, Li, Hu, Neel, Benjamin G., Zhu, Shizhen
Published in Cell reports (Cambridge) (21.03.2017)
Published in Cell reports (Cambridge) (21.03.2017)
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Journal Article
Uncovering Pharmacological Opportunities for Cancer Stem Cells-A Systems Biology View
Correia, Cristina, Weiskittel, Taylor M, Ung, Choong Yong, Villasboas Bisneto, Jose C, Billadeau, Daniel D, Kaufmann, Scott H, Li, Hu
Published in Frontiers in cell and developmental biology (11.03.2022)
Published in Frontiers in cell and developmental biology (11.03.2022)
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Journal Article
Are herb-pairs of traditional Chinese medicine distinguishable from others? Pattern analysis and artificial intelligence classification study of traditionally defined herbal properties
Ung, Choong Yong, Li, Hu, Cao, Zhi Wei, Li, Yi Xue, Chen, Yu Zong
Published in Journal of ethnopharmacology (04.05.2007)
Published in Journal of ethnopharmacology (04.05.2007)
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Journal Article
Effect of Selection of Molecular Descriptors on the Prediction of Blood−Brain Barrier Penetrating and Nonpenetrating Agents by Statistical Learning Methods
Li, Hu, Yap, Chun Wei, Ung, Choong Yong, Xue, Ying, Cao, Zhi Wei, Chen, Yu Zong
Published in Journal of chemical information and modeling (01.09.2005)
Published in Journal of chemical information and modeling (01.09.2005)
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Journal Article
Inverted expression profiles of sex-biased genes in response to toxicant perturbations and diseases
Ung, Choong Yong, Lam, Siew Hong, Zhang, Xun, Li, Hu, Zhang, Louxin, Li, Baowen, Gong, Zhiyuan
Published in PloS one (14.02.2013)
Published in PloS one (14.02.2013)
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Journal Article
Existence of inverted profile in chemically responsive molecular pathways in the zebrafish liver
Ung, Choong Yong, Lam, Siew Hong, Zhang, Xun, Li, Hu, Ma, Jing, Zhang, Louxin, Li, Baowen, Gong, Zhiyuan
Published in PloS one (29.11.2011)
Published in PloS one (29.11.2011)
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