George Michalopoulos

Publication Activity (10 Years)

Years Active: 2015-2023
Publications (10 Years): 18

Top Topics

Convolutional Neural Network

Evaluation Method

Lexical Resources

Uncertain Trajectories

Top Venues

Publications

Asma Ben Abacha, Wen-wai Yim, George Michalopoulos, Thomas Lin
An Investigation of Evaluation Methods in Automatic Medical Note Generation. ACL (Findings) (2023)
Asma Ben Abacha, Wen-wai Yim, George Michalopoulos, Thomas Lin
An Investigation of Evaluation Metrics for Automated Medical Note Generation. CoRR (2023)
George Michalopoulos, Kyle Williams, Gagandeep Singh, Thomas Lin
MedicalSum: A Guided Clinical Abstractive Summarization Model for Generating Medical Reports from Patient-Doctor Conversations. EMNLP (Findings) (2022)
George Michalopoulos, Michal Malyska, Nicola Sahar, Alexander Wong, Helen H. Chen
ICDBigBird: A Contextual Embedding Model for ICD Code Classification. CoRR (2022)
George Michalopoulos, Ian McKillop, Alexander Wong, Helen H. Chen
LexSubCon: Integrating Knowledge from Lexical Resources into Contextual Embeddings for Lexical Substitution. ACL (1) (2022)
George Michalopoulos, Michal Malyska, Nicola Sahar, Alexander Wong, Helen H. Chen
ICDBigBird: A Contextual Embedding Model for ICD Code Classification. BioNLP@ACL (2022)
Hussam Kaka, George Michalopoulos, Sujan Subendran, Kathleen Decker, Pascal Lambert, Marshall Pitz, Harminder Singh, Helen H. Chen
Pretrained Neural Networks Accurately Identify Cancer Recurrence in Medical Record. MIE (2022)
George Michalopoulos, Ian McKillop, Alexander Wong, Helen H. Chen
LexSubCon: Integrating Knowledge from Lexical Resources into Contextual Embeddings for Lexical Substitution. CoRR (2021)
Helen H. Chen, Shubhankar Mohapatra, George Michalopoulos, Xi He, Ian McKillop
Federated Deep Learning Architecture for Personalized Healthcare. MIE (2021)
George Michalopoulos, Yuanxin Wang, Hussam Kaka, Helen H. Chen, Alexander Wong
UmlsBERT: Clinical Domain Knowledge Augmentation of Contextual Embeddings Using the Unified Medical Language System Metathesaurus. NAACL-HLT (2021)
Peiyuan Zhou, Andrew K. C. Wong, Yang Yang, Scott T. Leatherdale, Kate Battista, Zahid A. Butt, George Michalopoulos, Helen H. Chen
Cohort Characteristics and Factors Associated with Cannabis Use among Adolescents in Canada Using Pattern Discovery and Disentanglement Method. CoRR (2021)
Peiyuan Zhou, Andrew K. C. Wong, George Michalopoulos, Robert R. Quinn, Matthew J. Oliver, Yang Yang, Zahid A. Butt, Helen H. Chen
Revealing Common and Rare Patterns for Peritoneal Dialysis Eligibility Decisions with Association Discovery and Disentanglement. BIBM (2020)
Alireza Heidari, George Michalopoulos, Shrinu Kushagra, Ihab F. Ilyas, Theodoros Rekatsinas
Record fusion: A learning approach. CoRR (2020)
George Michalopoulos, Helen H. Chen, Alexander Wong
Where's the Question? A Multi-channel Deep Convolutional Neural Network for Question Identification in Textual Data. CoRR (2020)
George Michalopoulos, Hammad Qazi, Alexander Wong, Zahid A. Butt, Helen H. Chen
Automatic Extraction of Risk Factors for Dialysis Patients from Clinical Notes Using Natural Language Processing Techniques. MIE (2020)
George Michalopoulos, Yuanxin Wang, Hussam Kaka, Helen H. Chen, Alexander Wong
UmlsBERT: Clinical Domain Knowledge Augmentation of Contextual Embeddings Using the Unified Medical Language System Metathesaurus. CoRR (2020)
George Michalopoulos, Helen H. Chen, Alexander Wong
Where's the Question? A Multi-channel Deep Convolutional Neural Network for Question Identification in Textual Data. ClinicalNLP@EMNLP (2020)
Spyros C. Kontogiannis, George Michalopoulos, Georgia Papastavrou, Andreas Paraskevopoulos, Dorothea Wagner, Christos D. Zaroliagis
Engineering Oracles for Time-Dependent Road Networks. ALENEX (2016)
Spyros C. Kontogiannis, George Michalopoulos, Georgia Papastavrou, Andreas Paraskevopoulos, Dorothea Wagner, Christos D. Zaroliagis
Analysis and Experimental Evaluation of Time-Dependent Distance Oracles. ALENEX (2015)
Spyros C. Kontogiannis, George Michalopoulos, Georgia Papastavrou, Andreas Paraskevopoulos, Dorothea Wagner, Christos D. Zaroliagis
Engineering Oracles for Time-Dependent Road Networks. CoRR (2015)