Maria Vassilaki

14 papers Misc 1Journal 4Unranked 9
YearRankTypeTitle / Venue / Authors
2025 J jnl
LLM-Match: An Open-Sourced Patient Matching Model Based on Large Language Models and Retrieval-Augmented Generation.
CoRR
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
2025 — conf
Uncovering the Role of Neuropsychiatric Symptoms in Cognitive Impairment Progression.
BIBM
Eunji Jeon, Muskan Garg, Xingyi Liu, Maria Vassilaki, Jennifer St. Sauver, Ronald C. Petersen, Sunghwan Sohn
2024 — conf
Causal Explanation from Mild Cognitive Impairment Progression using Graph Neural Networks.
BIBM
Arman Behnam, Muskan Garg, Xingyi Liu, Maria Vassilaki, Jennifer St. Sauver, Ronald C. Petersen, Sunghwan Sohn
2024 J jnl
Characterizing the progression from mild cognitive impairment to dementia: a network analysis of longitudinal clinical visits.
BMC Medical Informatics Decis. Mak.
Muskan Garg, Sara Hejazi, Sunyang Fu, Maria Vassilaki, Ronald C. Petersen, Jennifer St. Sauver, Sunghwan Sohn
2024 J jnl
FedFSA: Hybrid and federated framework for functional status ascertainment across institutions.
J. Biomed. Informatics
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
2023 — conf
Dementia Prediction in Older Adults Using Sex-Specific Health Trajectory Clustering.
MedInfo
Omar A. Ibrahim, Muskan Garg, Sunyang Fu, Maria Vassilaki, Ronald C. Petersen, Jennifer St Sauver, Sunghwan Sohn
2023 — conf
Harnessing Transfer Learning for Dementia Prediction: Leveraging Sex-Different Mild Cognitive Impairment Prognosis.
BIBM
Ziming Liu, Muskan Garg, Sunyang Fu, Surjodeep Sarkar, Maria Vassilaki, Ronald C. Petersen, Jennifer St. Sauver, Sunghwan Sohn
2023 — conf
Navigating Sex-Specific Disease Dynamics in Incident Dementia.
BIBM
Muskan Garg, Ronald C. Petersen, Xingyi Liu, Jennifer St. Sauver, Maria Vassilaki, Sunghwan Sohn
2022 — conf
Detection of Dementia Signals from Longitudinal Clinical Visits Using One-Class Classification.
ICHI
Omar A. Ibrahim, Sunyang Fu, Maria Vassilaki, Michelle M. Mielke, Jennifer St Sauver, Ronald C. Petersen, Sunghwan Sohn
2022 Misc conf
Quality Assessment of Functional Status Documentation in EHR Across Institutions.
AMIA
Sunyang Fu, Maria Vassilaki, Omar A. Ibrahim, Ronald C. Petersen, Jennifer St. Sauver, Liwei Wang, Jungwei Fan, Hongfang Liu, Sunghwan Sohn
2022 J jnl
Quality assessment of functional status documentation in EHRs across different healthcare institutions.
Frontiers Digit. Health
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
2021 — conf
Early Alert of Elderly Cognitive Impairment using Temporal Streaming Clustering.
BIBM
Omar A. Ibrahim, Sunyang Fu, Maria Vassilaki, Ronald C. Petersen, Michelle M. Mielke, Jennifer St Sauver, Sunghwan Sohn
2021 — conf
Prediction of Incident Dementia Using Patient Temporal Health Status.
MedInfo
Sunyang Fu, Omar A. Ibrahim, Yanshan Wang, Maria Vassilaki, Ronald C. Petersen, Michelle M. Mielke, Jennifer St Sauver, Sunghwan Sohn
2019 — conf
Deep Learning Prediction of Mild Cognitive Impairment using Electronic Health Records.
BIBM
Sajjad Fouladvand, Michelle M. Mielke, Maria Vassilaki, Jennifer L. St. Sauver, Ronald C. Petersen, Sunghwan Sohn