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

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Machine Learning-Assisted Network Inference Approach to Identify a New Class of Genes that Coordinate the Functionality of Cancer Networks von Ghanat Bari, Mehrab, Ung, Choong Yong, Zhang, Cheng, Zhu, Shizhen, Li, Hu

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Neuroblastoma, a Paradigm for Big Data Science in Pediatric Oncology von Salazar, Brittany M, Balczewski, Emily A, Ung, Choong Yong, Zhu, Shizhen

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The Rise of Hypothesis-Driven Artificial Intelligence in Oncology von Xianyu, Zilin, Correia, Cristina, Ung, Choong Yong, Zhu, Shizhen, Billadeau, Daniel D, Li, Hu

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Mercury-induced hepatotoxicity in zebrafish: in vivo mechanistic insights from transcriptome analysis, phenotype anchoring and targeted gene expression validation von Ung, Choong Yong, Lam, Siew Hong, Hlaing, Mya Myintzu, Winata, Cecilia Lanny, Korzh, Svetlana, Mathavan, Sinnakaruppan, Gong, Zhiyuan

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Modular network mechanism of CCN1-associated resistance to HSV-1-derived oncolytic immunovirotherapies for glioblastomas von Monie, Dileep D., Correia, Cristina, Zhang, Cheng, Ung, Choong Yong, Vile, Richard G., Li, Hu

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Toxicogenomic and phenotypic analyses of bisphenol-A early-life exposure toxicity in zebrafish von Lam, Siew Hong, Hlaing, Mya Myintzu, Zhang, Xiaoyan, Yan, Chuan, Duan, Zhenghua, Zhu, Lin, Ung, Choong Yong, Mathavan, Sinnakaruppan, Ong, Choon Nam, Gong, Zhiyuan

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GAS7 Deficiency Promotes Metastasis in MYCN-Driven Neuroblastoma von Dong, Zhiwei, Yeo, Kok Siong, Lopez, Gonzalo, Zhang, Cheng, Eggum, Erin N. Dankert, 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

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

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The Trifecta of Single-Cell, Systems-Biology, and Machine-Learning Approaches von Weiskittel, Taylor M., Correia, Cristina, Yu, Grace T., Ung, Choong Yong, Kaufmann, Scott H., Billadeau, Daniel D., Li, Hu

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Network Biology-Inspired Machine Learning Features Predict Cancer Gene Targets and Reveal Target Coordinating Mechanisms von 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

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Pathway sensitivity analysis for detecting pro‐proliferation activities of oncogenes and tumor suppressors of epidermal growth factor receptor‐extracellular signal‐regulated protei... von Li, Hu, Ung, Choong Yong, Ma, Xiao Hua, Liu, Xiang Hui, Li, Bao Wen, Low, Boon Chuan, Chen, Yu Zong

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Manifold epigenetics: A conceptual model that guides engineering strategies to improve whole-body regenerative health von Ung, Choong Yong, Correia, Cristina, Billadeau, Daniel Denis, Zhu, Shizhen, Li, Hu

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Critical Role for GAB2 in Neuroblastoma Pathogenesis through the Promotion of SHP2/MYCN Cooperation von 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

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Uncovering Pharmacological Opportunities for Cancer Stem Cells-A Systems Biology View von Correia, Cristina, Weiskittel, Taylor M, Ung, Choong Yong, Villasboas Bisneto, Jose C, Billadeau, Daniel D, Kaufmann, Scott H, Li, Hu

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Effect of Selection of Molecular Descriptors on the Prediction of Blood−Brain Barrier Penetrating and Nonpenetrating Agents by Statistical Learning Methods von Li, Hu, Yap, Chun Wei, Ung, Choong Yong, Xue, Ying, Cao, Zhi Wei, Chen, Yu Zong

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Are herb-pairs of traditional Chinese medicine distinguishable from others? Pattern analysis and artificial intelligence classification study of traditionally defined herbal proper... von Ung, Choong Yong, Li, Hu, Cao, Zhi Wei, Li, Yi Xue, Chen, Yu Zong

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Inverted expression profiles of sex-biased genes in response to toxicant perturbations and diseases von Ung, Choong Yong, Lam, Siew Hong, Zhang, Xun, Li, Hu, Zhang, Louxin, Li, Baowen, Gong, Zhiyuan

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Existence of inverted profile in chemically responsive molecular pathways in the zebrafish liver von Ung, Choong Yong, Lam, Siew Hong, Zhang, Xun, Li, Hu, Ma, Jing, Zhang, Louxin, Li, Baowen, Gong, Zhiyuan

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Toxicogenomic analysis suggests chemical-induced sexual dimorphism in the expression of metabolic genes in zebrafish liver von Zhang, Xun, Ung, Choong Yong, Lam, Siew Hong, Ma, Jing, Chen, Yu Zong, Zhang, Louxin, Gong, Zhiyuan, Li, Baowen

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