no code implementations • 26 Mar 2024 • Zhan Shi, Jingwei Zhang, Jun Kong, Fusheng Wang
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.
no code implementations • 9 May 2023 • Yinan Liu, Xinyu Dong, Weimin Lyu, Richard N. Rosenthal, Rachel Wong, Tengfei Ma, Fusheng Wang
Class imbalance problems widely exist in the medical field and heavily deteriorates performance of clinical predictive models.
1 code implementation • 26 Sep 2022 • Jianyuan Deng, Zhibo Yang, Hehe Wang, Iwao Ojima, Dimitris Samaras, Fusheng Wang
Herein, we conduct an extensive evaluation of representative models using various representations on the MoleculeNet datasets, a suite of opioids-related datasets and two additional activity datasets from the literature.
no code implementations • 9 Aug 2022 • Weimin Lyu, Xinyu Dong, Rachel Wong, Songzhu Zheng, Kayley Abell-Hart, Fusheng Wang, Chao Chen
Deep-learning-based clinical decision support using structured electronic health records (EHR) has been an active research area for predicting risks of mortality and diseases.
1 code implementation • 9 Jun 2021 • Jianyuan Deng, Zhibo Yang, Iwao Ojima, Dimitris Samaras, Fusheng Wang
Artificial intelligence (AI) has been transforming the practice of drug discovery in the past decade.
1 code implementation • ACL 2021 • Fusheng Wang, Jianhao Yan, Fandong Meng, Jie zhou
As an active research field in NMT, knowledge distillation is widely applied to enhance the model's performance by transferring teacher model's knowledge on each training sample.
no code implementations • 3 Dec 2020 • Yu Wang, Ziqiao Guan, Wei Hou, Fusheng Wang
The early detection of CKD faces challenges of insufficient medical histories of positive patients and complicated risk factors.
no code implementations • 9 Oct 2020 • Xinyu Dong, Jianyuan Deng, Sina Rashidian, Kayley Abell-Hart, Wei Hou, Richard N Rosenthal, Mary Saltz, Joel Saltz, Fusheng Wang
Identifying patients at high risk of Opioid Use Disorder (OUD) can help to make early clinical interventions to reduce the risk of OUD.
no code implementations • 26 Mar 2020 • Jianyuan Deng, Zhibo Yang, Yao Li, Dimitris Samaras, Fusheng Wang
Naloxone, an opioid antagonist, has been widely used to save lives from opioid overdose, a leading cause for death in the opioid epidemic.
no code implementations • 16 Nov 2019 • Xiaoyuan Guo, Fusheng Wang, George Teodorou, Alton B. Farris, Jun Kong
Liver steatosis is known as the abnormal accumulation of lipids within cells.
no code implementations • 28 Nov 2018 • Sina Rashidian, Janos Hajagos, Richard Moffitt, Fusheng Wang, Xinyu Dong, Kayley Abell-Hart, Kimberly Noel, Rajarsi Gupta, Mathew Tharakan, Veena Lingam, Joel Saltz, Mary Saltz
Characterization of a patient clinical phenotype is central to biomedical informatics.
no code implementations • 24 Jun 2018 • Mousumi Roy, Fusheng Wang, George Teodoro, Miriam B Vos, Alton Brad Farris, Jun Kong
We validate our method with isolated and overlapped steatosis regions in liver tissue images of 11 patients.
no code implementations • 24 Jun 2018 • Mousumi Roy, Fusheng Wang, George Teodoro, Jose Velazqeuz Vega, Daniel Brat, Jun Kong
Cellular phenotypic features derived from histopathology images are the basis of pathologic diagnosis and are thought to be related to underlying molecular profiles.