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2020 – today
- 2024
[j3]Sunyang Fu
, Heling Jia, Maria Vassilaki, Vipina Kuttichi Keloth, Yifang Dang, Yujia Zhou, Muskan Garg, Ronald C. Petersen, Jennifer St Sauver, Sungrim Moon, Liwei Wang, Andrew Wen, Fang Li, Hua Xu, Cui Tao, Jungwei Fan, Hongfang Liu, Sunghwan Sohn:
FedFSA: Hybrid and federated framework for functional status ascertainment across institutions. J. Biomed. Informatics 152: 104623 (2024)- [j2]Muskan Garg, Sara Hejazi, Sunyang Fu, Maria Vassilaki, Ronald C. Petersen, Jennifer St. Sauver, Sunghwan Sohn:
Characterizing the progression from mild cognitive impairment to dementia: a network analysis of longitudinal clinical visits. BMC Medical Informatics Decis. Mak. 24(1): 305 (2024) - 2023
- [c8]Ziming Liu, Muskan Garg, Sunyang Fu, Surjodeep Sarkar, Maria Vassilaki, Ronald C. Petersen, Jennifer St. Sauver, Sunghwan Sohn:
Harnessing Transfer Learning for Dementia Prediction: Leveraging Sex-Different Mild Cognitive Impairment Prognosis. BIBM 2023: 2097-2100 - [c7]Muskan Garg, Ronald C. Petersen, Xingyi Liu, Jennifer St. Sauver, Maria Vassilaki, Sunghwan Sohn:
Navigating Sex-Specific Disease Dynamics in Incident Dementia. BIBM 2023: 4065-4072 - [c6]Omar A. Ibrahim, Muskan Garg, Sunyang Fu, Maria Vassilaki, Ronald C. Petersen, Jennifer St Sauver, Sunghwan Sohn:
Dementia Prediction in Older Adults Using Sex-Specific Health Trajectory Clustering. MedInfo 2023: 850-854 - 2022
- [j1]Sunyang Fu, Maria Vassilaki, Omar A. Ibrahim, Ronald C. Petersen, Sandeep R. Pagali, Jennifer St Sauver, Sungrim Moon, Liwei Wang, Jungwei Fan, Hongfang Liu, Sunghwan Sohn:
Quality assessment of functional status documentation in EHRs across different healthcare institutions. Frontiers Digit. Health 4 (2022) - [c5]Sunyang Fu, Maria Vassilaki, Omar A. Ibrahim, Ronald C. Petersen, Jennifer St. Sauver, Liwei Wang, Jungwei Fan, Hongfang Liu, Sunghwan Sohn:
Quality Assessment of Functional Status Documentation in EHR Across Institutions. AMIA 2022 - [c4]Omar A. Ibrahim, Sunyang Fu, Maria Vassilaki, Michelle M. Mielke, Jennifer St Sauver, Ronald C. Petersen, Sunghwan Sohn:
Detection of Dementia Signals from Longitudinal Clinical Visits Using One-Class Classification. ICHI 2022: 211-216 - 2021
- [c3]Omar A. Ibrahim, Sunyang Fu, Maria Vassilaki, Ronald C. Petersen, Michelle M. Mielke, Jennifer St Sauver, Sunghwan Sohn:
Early Alert of Elderly Cognitive Impairment using Temporal Streaming Clustering. BIBM 2021: 905-912 - [c2]Sunyang Fu, Omar A. Ibrahim, Yanshan Wang, Maria Vassilaki, Ronald C. Petersen, Michelle M. Mielke, Jennifer St Sauver, Sunghwan Sohn:
Prediction of Incident Dementia Using Patient Temporal Health Status. MedInfo 2021: 757-761
2010 – 2019
- 2019
- [c1]Sajjad Fouladvand, Michelle M. Mielke, Maria Vassilaki, Jennifer L. St. Sauver, Ronald C. Petersen, Sunghwan Sohn:
Deep Learning Prediction of Mild Cognitive Impairment using Electronic Health Records. BIBM 2019: 799-806
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