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pro vyhledávání: '"Wang, Fusheng"'
The advent of clinical language models integrated into electronic health records (EHR) for clinical decision support has marked a significant advancement, leveraging the depth of clinical notes for improved decision-making. Despite their success, the
Externí odkaz:
http://arxiv.org/abs/2407.05213
In digital pathology, the multiple instance learning (MIL) strategy is widely used in the weakly supervised histopathology whole slide image (WSI) classification task where giga-pixel WSIs are only labeled at the slide level. However, existing attent
Externí odkaz:
http://arxiv.org/abs/2403.18134
Autor:
Xiang, Anthony, Hou, Wei, Rashidian, Sina, Rosenthal, Richard N, Abell-Hart, Kayley, Zhao, Xia, Wang, Fusheng
Publikováno v:
JMIR Public Health and Surveillance, Vol 7, Iss 4, p e23426 (2021)
BackgroundOpioid overdose-related deaths have increased dramatically in recent years. Combating the opioid epidemic requires better understanding of the epidemiology of opioid poisoning (OP) and opioid use disorder (OUD). ObjectiveWe aimed to discov
Externí odkaz:
https://doaj.org/article/6b018538848b4bb3bc29d0a9a8648d92
Autor:
Rashidian, Sina, Abell-Hart, Kayley, Hajagos, Janos, Moffitt, Richard, Lingam, Veena, Garcia, Victor, Tsai, Chao-Wei, Wang, Fusheng, Dong, Xinyu, Sun, Siao, Deng, Jianyuan, Gupta, Rajarsi, Miller, Joshua, Saltz, Joel, Saltz, Mary
Publikováno v:
JMIR Medical Informatics, Vol 8, Iss 12, p e22649 (2020)
BackgroundDiabetes affects more than 30 million patients across the United States. With such a large disease burden, even a small error in classification can be significant. Currently billing codes, assigned at the time of a medical encounter, are th
Externí odkaz:
https://doaj.org/article/3fbf90bf38164f62b4213548879c07e7
Autor:
Yao, Hannah, Rashidian, Sina, Dong, Xinyu, Duanmu, Hongyi, Rosenthal, Richard N, Wang, Fusheng
Publikováno v:
Journal of Medical Internet Research, Vol 22, Iss 11, p e15293 (2020)
BackgroundIn recent years, both suicide and overdose rates have been increasing. Many individuals who struggle with opioid use disorder are prone to suicidal ideation; this may often result in overdose. However, these fatal overdoses are difficult to
Externí odkaz:
https://doaj.org/article/33aa8b7164c14ad494fb2605f17447cc
Publikováno v:
Chinese Management Studies, 2023, Vol. 18, Issue 4, pp. 921-953.
Externí odkaz:
http://www.emeraldinsight.com/doi/10.1108/CMS-12-2022-0477
Autor:
Liu, Yinan, Dong, Xinyu, Lyu, Weimin, Rosenthal, Richard N., Wong, Rachel, Ma, Tengfei, Wang, Fusheng
Class imbalance problems widely exist in the medical field and heavily deteriorates performance of clinical predictive models. Most techniques to alleviate the problem rebalance class proportions and they predominantly assume the rebalanced proportio
Externí odkaz:
http://arxiv.org/abs/2305.05722
Artificial intelligence (AI) has been widely applied in drug discovery with a major task as molecular property prediction. Despite booming techniques in molecular representation learning, key elements underlying molecular property prediction remain l
Externí odkaz:
http://arxiv.org/abs/2209.13492