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ORCIDGeorge Michalopoulos
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2020 – today
- 2023
[c12]Asma Ben Abacha, Wen-wai Yim, George Michalopoulos, Thomas Lin:
An Investigation of Evaluation Methods in Automatic Medical Note Generation. ACL (Findings) 2023: 2575-2588- [i8]Asma Ben Abacha, Wen-wai Yim, George Michalopoulos, Thomas Lin:
An Investigation of Evaluation Metrics for Automated Medical Note Generation. CoRR abs/2305.17364 (2023) - 2022
- [c11]George Michalopoulos, Ian McKillop, Alexander Wong, Helen H. Chen:
LexSubCon: Integrating Knowledge from Lexical Resources into Contextual Embeddings for Lexical Substitution. ACL (1) 2022: 1226-1236 - [c10]George Michalopoulos, Michal Malyska, Nicola Sahar, Alexander Wong, Helen H. Chen:
ICDBigBird: A Contextual Embedding Model for ICD Code Classification. BioNLP@ACL 2022: 330-336 - [c9]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: 4741-4749 - [c8]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: 93-97 - [i7]George Michalopoulos, Michal Malyska, Nicola Sahar, Alexander Wong, Helen H. Chen:
ICDBigBird: A Contextual Embedding Model for ICD Code Classification. CoRR abs/2204.10408 (2022) - 2021
- [c7]Helen H. Chen, Shubhankar Mohapatra
, George Michalopoulos, Xi He, Ian McKillop:
Federated Deep Learning Architecture for Personalized Healthcare. MIE 2021: 193-197 - [c6]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: 1744-1753 - [i6]George Michalopoulos, Ian McKillop, Alexander Wong, Helen H. Chen:
LexSubCon: Integrating Knowledge from Lexical Resources into Contextual Embeddings for Lexical Substitution. CoRR abs/2107.05132 (2021) - [i5]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 abs/2109.01739 (2021) - 2020
- [c5]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: 215-226 - [c4]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: 927-933 - [c3]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: 53-57 - [i4]Alireza Heidari, George Michalopoulos, Shrinu Kushagra, Ihab F. Ilyas, Theodoros Rekatsinas:
Record fusion: A learning approach. CoRR abs/2006.10208 (2020) - [i3]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 abs/2010.07816 (2020) - [i2]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 abs/2010.10391 (2020)
2010 – 2019
- 2016
- [c2]Spyros C. Kontogiannis, George Michalopoulos, Georgia Papastavrou, Andreas Paraskevopoulos, Dorothea Wagner, Christos D. Zaroliagis:
Engineering Oracles for Time-Dependent Road Networks. ALENEX 2016: 1-14 - 2015
- [c1]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: 147-158 - [i1]Spyros C. Kontogiannis, George Michalopoulos, Georgia Papastavrou, Andreas Paraskevopoulos, Dorothea Wagner, Christos D. Zaroliagis:
Engineering Oracles for Time-Dependent Road Networks. CoRR abs/1511.08303 (2015)
Coauthor Index
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