Deep Learning Prediction of Mild Cognitive Impairment using Electronic Health Records. - Sajjad Fouladvand; Michelle M. Mielke; Maria Vassilaki; Jennifer L. St. Sauver; Ronald C. Petersen; Sunghwan Sohn (BIBM, 2019)

Early Alert of Elderly Cognitive Impairment using Temporal Streaming Clustering. - Omar A. Ibrahim; Sunyang Fu; Maria Vassilaki; Ronald C. Petersen; Michelle M. Mielke; Jennifer St Sauver; Sunghwan Sohn (BIBM, 2021)

Prediction of Incident Dementia Using Patient Temporal Health Status. - Sunyang Fu; Omar A. Ibrahim; Yanshan Wang; Maria Vassilaki; Ronald C. Petersen; Michelle M. Mielke; Jennifer St Sauver; Sunghwan Sohn (MedInfo, 2021)

Quality Assessment of Functional Status Documentation in EHR Across Institutions. - Sunyang Fu; Maria Vassilaki; Omar A. Ibrahim; Ronald C. Petersen; Jennifer St. Sauver; Liwei Wang 010; Jungwei Fan 001; Hongfang Liu; Sunghwan Sohn (AMIA, 2022)

Detection of Dementia Signals from Longitudinal Clinical Visits Using One-Class Classification. - Omar A. Ibrahim; Sunyang Fu; Maria Vassilaki; Michelle M. Mielke; Jennifer St Sauver; Ronald C. Petersen; Sunghwan Sohn (ICHI, 2022)

Quality assessment of functional status documentation in EHRs across different healthcare institutions. - Sunyang Fu; Maria Vassilaki; Omar A. Ibrahim; Ronald C. Petersen; Sandeep R. Pagali; Jennifer St Sauver; Sungrim Moon; Liwei Wang 010; Jungwei Fan 001; Hongfang Liu; Sunghwan Sohn (Frontiers Digit. Health, 2022)

Navigating Sex-Specific Disease Dynamics in Incident Dementia. - Muskan Garg; Ronald C. Petersen; Xingyi Liu; Jennifer St. Sauver; Maria Vassilaki; Sunghwan Sohn (BIBM, 2023)

Harnessing Transfer Learning for Dementia Prediction: Leveraging Sex-Different Mild Cognitive Impairment Prognosis. - Ziming Liu; Muskan Garg; Sunyang Fu; Surjodeep Sarkar; Maria Vassilaki; Ronald C. Petersen; Jennifer St. Sauver; Sunghwan Sohn (BIBM, 2023)

Dementia Prediction in Older Adults Using Sex-Specific Health Trajectory Clustering. - Omar A. Ibrahim; Muskan Garg; Sunyang Fu; Maria Vassilaki; Ronald C. Petersen; Jennifer St Sauver; Sunghwan Sohn (MedInfo, 2023)

Causal Explanation from Mild Cognitive Impairment Progression using Graph Neural Networks. - Arman Behnam; Muskan Garg; Xingyi Liu; Maria Vassilaki; Jennifer St. Sauver; Ronald C. Petersen; Sunghwan Sohn (BIBM, 2024)

FedFSA: Hybrid and federated framework for functional status ascertainment across institutions. - Sunyang Fu; Heling Jia; Maria Vassilaki; Vipina Kuttichi Keloth; Yifang Dang; Yujia Zhou 003; Muskan Garg; Ronald C. Petersen; Jennifer St Sauver; Sungrim Moon; Liwei Wang 010; Andrew Wen; et al. (J. Biomed. Informatics, 2024)

Characterizing the progression from mild cognitive impairment to dementia: a network analysis of longitudinal clinical visits. - Muskan Garg; Sara Hejazi; Sunyang Fu; Maria Vassilaki; Ronald C. Petersen; Jennifer St. Sauver; Sunghwan Sohn (BMC Medical Informatics Decis. Mak., 2024)

LLM-Match: An Open-Sourced Patient Matching Model Based on Large Language Models and Retrieval-Augmented Generation. - Xiaodi Li; Shaika Chowdhury; Chung-Il Wi; Maria Vassilaki; Xiaoke Liu; Terence T. Sio; Owen Garrick; Young J. Juhn; James R. Cerhan; Cui Tao; Nansu Zong (CoRR, 2025)