Maria Vassilaki

According to our database, Maria Vassilaki authored at least 12 papers between 2019 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

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., December, 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, 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

J. Biomed. Informatics, 2024

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

Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2024

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

Proceedings of the MEDINFO 2023 - The Future Is Accessible, 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

Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2023

Navigating Sex-Specific Disease Dynamics in Incident Dementia.

Muskan Garg, Ronald C. Petersen, Xingyi Liu, Jennifer St. Sauver, Maria Vassilaki, Sunghwan Sohn

Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2023

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, Jungwei Fan, Hongfang Liu, Sunghwan Sohn

Frontiers Digit. Health, 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

Proceedings of the 10th IEEE International Conference on Healthcare Informatics, 2022

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, Jungwei Fan, Hongfang Liu, Sunghwan Sohn

Proceedings of the AMIA 2022, 2022

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

Proceedings of the MEDINFO 2021: One World, One Health - Global Partnership for Digital Innovation, 2021

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

Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2021

2019

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

Proceedings of the 2019 IEEE International Conference on Bioinformatics and Biomedicine, 2019