George Michalopoulos

According to our database, George Michalopoulos authored at least 15 papers between 2015 and 2023.

Collaborative distances:

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

2023

An Investigation of Evaluation Metrics for Automated Medical Note Generation.

Asma Ben Abacha, Wen-wai Yim, George Michalopoulos, Thomas Lin

CoRR, 2023

An Investigation of Evaluation Methods in Automatic Medical Note Generation.

Asma Ben Abacha, Wen-wai Yim, George Michalopoulos, Thomas Lin

Proceedings of the Findings of the Association for Computational Linguistics: ACL 2023, 2023

2022

Pretrained Neural Networks Accurately Identify Cancer Recurrence in Medical Record.

Hussam Kaka, George Michalopoulos, Sujan Subendran, Kathleen Decker, Pascal Lambert, Marshall Pitz, Harminder Singh, Helen H. Chen

Proceedings of the Challenges of Trustable AI and Added-Value on Health, 2022

MedicalSum: A Guided Clinical Abstractive Summarization Model for Generating Medical Reports from Patient-Doctor Conversations.

George Michalopoulos, Kyle Williams, Gagandeep Singh, Thomas Lin

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2022, 2022

ICDBigBird: A Contextual Embedding Model for ICD Code Classification.

George Michalopoulos, Michal Malyska, Nicola Sahar, Alexander Wong, Helen H. Chen

Proceedings of the 21st Workshop on Biomedical Language Processing, 2022

LexSubCon: Integrating Knowledge from Lexical Resources into Contextual Embeddings for Lexical Substitution.

George Michalopoulos, Ian McKillop, Alexander Wong, Helen H. Chen

Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2022

2021

Cohort Characteristics and Factors Associated with Cannabis Use among Adolescents in Canada Using Pattern Discovery and Disentanglement Method.

Peiyuan Zhou, Andrew K. C. Wong, Yang Yang, Scott T. Leatherdale, Kate Battista, Zahid A. Butt, George Michalopoulos, Helen H. Chen

CoRR, 2021

UmlsBERT: Clinical Domain Knowledge Augmentation of Contextual Embeddings Using the Unified Medical Language System Metathesaurus.

George Michalopoulos, Yuanxin Wang, Hussam Kaka, Helen H. Chen, Alexander Wong

Proceedings of the 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2021

Federated Deep Learning Architecture for Personalized Healthcare.

Helen H. Chen, Shubhankar Mohapatra, George Michalopoulos, Xi He, Ian McKillop

Proceedings of the Public Health and Informatics, 2021

2020

Record fusion: A learning approach.

Alireza Heidari, George Michalopoulos, Shrinu Kushagra, Ihab F. Ilyas, Theodoros Rekatsinas

CoRR, 2020

Automatic Extraction of Risk Factors for Dialysis Patients from Clinical Notes Using Natural Language Processing Techniques.

George Michalopoulos, Hammad Qazi, Alexander Wong, Zahid A. Butt, Helen H. Chen

Proceedings of the Digital Personalized Health and Medicine - Proceedings of MIE 2020, Medical Informatics Europe, Geneva, Switzerland, April 28, 2020

Revealing Common and Rare Patterns for Peritoneal Dialysis Eligibility Decisions with Association Discovery and Disentanglement.

Peiyuan Zhou, Andrew K. C. Wong, George Michalopoulos, Robert R. Quinn, Matthew J. Oliver, Yang Yang, Zahid A. Butt, Helen H. Chen

Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2020

Where's the Question? A Multi-channel Deep Convolutional Neural Network for Question Identification in Textual Data.

George Michalopoulos, Helen H. Chen, Alexander Wong

Proceedings of the 3rd Clinical Natural Language Processing Workshop, 2020

2016

Engineering Oracles for Time-Dependent Road Networks.

Spyros C. Kontogiannis, George Michalopoulos, Georgia Papastavrou, Andreas Paraskevopoulos, Dorothea Wagner, Christos D. Zaroliagis

Proceedings of the Eighteenth Workshop on Algorithm Engineering and Experiments, 2016

2015

Analysis and Experimental Evaluation of Time-Dependent Distance Oracles.

Spyros C. Kontogiannis, George Michalopoulos, Georgia Papastavrou, Andreas Paraskevopoulos, Dorothea Wagner, Christos D. Zaroliagis

Proceedings of the Seventeenth Workshop on Algorithm Engineering and Experiments, 2015