Search Results - "Li, Zuotian"

SiGra: single-cell spatial elucidation through an image-augmented graph transformer by Tang, Ziyang, Li, Zuotian, Hou, Tieying, Zhang, Tonglin, Yang, Baijian, Su, Jing, Song, Qianqian

“…Recent advances in high-throughput molecular imaging have pushed spatial transcriptomics technologies to subcellular resolution, which surpasses the…”
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SpaRx: elucidate single-cell spatial heterogeneity of drug responses for personalized treatment by Tang, Ziyang, Liu, Xiang, Li, Zuotian, Zhang, Tonglin, Yang, Baijian, Su, Jing, Song, Qianqian

“…Abstract Spatial cellular authors heterogeneity contributes to differential drug responses in a tumor lesion and potential therapeutic resistance. Recent…”
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TrialView: An AI-powered Visual Analytics System for Temporal Event Data in Clinical Trials by Li, Zuotian, Liu, Xiang, Cheng, Zelei, Chen, Yingjie, Tu, Wanzhu, Su, Jing

“…Randomized controlled trials (RCT) are the gold standards for evaluating the efficacy and safety of therapeutic interventions in human subjects. In addition to…”
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TrajVis: a visual clinical decision support system to translate artificial intelligence trajectory models in the precision management of chronic kidney disease by Li, Zuotian, Liu, Xiang, Tang, Ziyang, Jin, Nanxin, Zhang, Pengyue, Eadon, Michael T, Song, Qianqian, Chen, Yingjie V, Su, Jing

“…Abstract Objective Our objective is to develop and validate TrajVis, an interactive tool that assists clinicians in using artificial intelligence (AI) models…”
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ARDaC Common Data Model Facilitates Data Dissemination and Enables Data Commons for Modern Clinical Studies by Jin, Nanxin, Li, Zuotian, Kettler, Carla, Yang, Baijian, Tu, Wanzhu, Su, Jing

“…Modern clinical studies collect longitudinal and multimodal data about participants, treatments and responses, biospecimens, and molecular and multiomics data…”
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Hypergraph Attention Networks by Chen, Chaofan, Cheng, Zelei, Li, Zuotian, Wang, Manyi

“…Recently, graph neural networks have achieved great success on the representation learning of the graph-structured data. However, these networks just consider…”
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TrialView: An AI-powered Visual Analytics System for Temporal Event Data in Clinical Trials by Li, Zuotian, Liu, Xiang, Cheng, Zelei, Chen, Yingjie, Tu, Wanzhu, Su, Jing

“…Randomized controlled trials (RCT) are the gold standards for evaluating the efficacy and safety of therapeutic interventions in human subjects. In addition to…”
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TrajVis: a visual clinical decision support system to translate artificial intelligence trajectory models in the precision management of chronic kidney disease by Li, Zuotian, Liu, Xiang, Tang, Ziyang, Zhang, Pengyue, Jin, Nanxin, Eadon, Michael, Song, Qianqian, Chen, Yingjie, Su, Jing

“…Objective: Our objective is to develop and validate TrajVis, an interactive tool that assists clinicians in using artificial intelligence (AI) models to…”
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Differentially Private Machine Learning Model against Model Extraction Attack by Cheng, Zelei, Li, Zuotian, Zhang, Jiwei, Zhang, Shuhan

“…Machine learning model is vulnerable to model extraction attacks since the attackers can send plenty of queries to infer the hyperparameters of the machine…”
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Reputation-based Q-Routing for Robust Inter-committee Routing in the Sharding-based Blockchain by Cheng, Zelei, Li, Zuotian, Sun, Bowen, Zhang, Shuhan, Shao, Yuanrong

“…The fault-tolerant consensus problem has been extensively studied in the distributed systems era since the late 1970s. It has regained popularity with the rise…”
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Facilitating Visual Analytics with ChatGPT: 2023 VAST Challenge Award - Application of LLMs to Support VA Process by Zhao, Ava, Su, Zhanqi, Fei, Bill, Zhuo, Na, Wang, Hao, Yu, Tianzhou, Li, Zuotian, Qian, Cheryl, Chen, Yingjie Victor

“…To solve the VAST Challenge 2023 MC3, our team employed a large language model, ChatGPT, to explore the potential of AI -guided visual analytics for the…”
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