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Journal Articles
- 2023
[j2]Xinyu Dong, Rachel Wong
, Weimin Lyu, Kayley Abell-Hart, Jianyuan Deng, Janos G. Hajagos, Richard N. Rosenthal, Chao Chen, Fusheng Wang:
An integrated LSTM-HeteroRGNN model for interpretable opioid overdose risk prediction. Artif. Intell. Medicine 135: 102439 (2023)- 2021
- [j1]Xinyu Dong, Jianyuan Deng, Sina Rashidian, Kayley Abell-Hart, Wei Hou, Richard N. Rosenthal, Mary M. Saltz, Joel H. Saltz, Fusheng Wang:
Identifying risk of opioid use disorder for patients taking opioid medications with deep learning. J. Am. Medical Informatics Assoc. 28(8): 1683-1693 (2021)
Conference and Workshop Papers
- 2022
- [c6]Weimin Lyu, Xinyu Dong, Rachel Wong, Songzhu Zheng, Kayley Abell-Hart, Fushen Wang, Chao Chen:
A Multimodal Transformer: Fusing Clinical Notes with Structured EHR Data for Interpretable In-Hospital Mortality Prediction. AMIA 2022 - 2021
- [c5]Siao Sun, Fusheng Wang, Sina Rashidian, Tahsin M. Kurç, Kayley Abell-Hart, Janos G. Hajagos, Wei Zhu, Mary M. Saltz, Joel H. Saltz:
Generating Longitudinal Synthetic EHR Data with Recurrent Autoencoders and Generative Adversarial Networks. AMIA 2021 - [c4]Fiona Murphy, Kayley Abell-Hart, Fusheng Wang:
A Fine-grain Geospatial and Demographic Analysis of Breast Cancer Patterns in New York State. IEEE BigData 2021: 5614-5619 - [c3]Siao Sun, Fusheng Wang, Sina Rashidian, Tahsin M. Kurç, Kayley Abell-Hart, Janos G. Hajagos, Wei Zhu, Mary M. Saltz, Joel H. Saltz:
Generating Longitudinal Synthetic EHR Data with Recurrent Autoencoders and Generative Adversarial Networks. Poly/DMAH@VLDB 2021: 153-165 - 2020
- [c2]Kayley N. Abell-Hart, Naizhang Wang, Fusheng Wang:
Opioid Use Disorder at the Extremes of Age: Spatial and Temporal Analysis of Pharmacotherapy Use in Seniors and Adolescents. AMIA 2020 - [c1]Chao-Wei Tsai, Kayley Abell-Hart, Joshua Miller, Danielle J. Kelly, Mary M. Saltz, Veena Lingam:
Inpatient Point of Care Glucose Performance Analysis Using Paired Timestamps. AMIA 2020
Informal and Other Publications
- 2022
- [i3]Weimin Lyu, Xinyu Dong, Rachel Wong, Songzhu Zheng, Kayley Abell-Hart, Fusheng Wang, Chao Chen:
A Multimodal Transformer: Fusing Clinical Notes with Structured EHR Data for Interpretable In-Hospital Mortality Prediction. CoRR abs/2208.10240 (2022) - 2020
- [i2]Xinyu Dong, Jianyuan Deng, Sina Rashidian, Kayley Abell-Hart, Wei Hou, Richard N. Rosenthal, Mary M. Saltz, Joel H. Saltz, Fusheng Wang:
Identifying Risk of Opioid Use Disorder for Patients Taking Opioid Medications with Deep Learning. CoRR abs/2010.04589 (2020) - 2018
- [i1]Sina Rashidian, Janos G. Hajagos, Richard A. Moffitt, Fusheng Wang, Xinyu Dong, Kayley Abell-Hart, Kimberly Noel, Rajarsi R. Gupta, Mathew Tharakan, Veena Lingam, Joel H. Saltz, Mary M. Saltz:
Disease phenotyping using deep learning: A diabetes case study. CoRR abs/1811.11818 (2018)
Coauthor Index
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