Analysis and Experimental Evaluation of Time-Dependent Distance Oracles. - Spyros C. Kontogiannis; George Michalopoulos; Georgia Papastavrou; Andreas Paraskevopoulos; Dorothea Wagner; Christos D. Zaroliagis (ALENEX, 2015)

Engineering Oracles for Time-Dependent Road Networks. - Spyros C. Kontogiannis; George Michalopoulos; Georgia Papastavrou; Andreas Paraskevopoulos; Dorothea Wagner; Christos D. Zaroliagis (ALENEX, 2016)

Where's the Question? A Multi-channel Deep Convolutional Neural Network for Question Identification in Textual Data. - George Michalopoulos; Helen H. Chen; Alexander Wong (ClinicalNLP@EMNLP, 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 (BIBM, 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 (MIE, 2020)

Record fusion: A learning approach. - Alireza Heidari; George Michalopoulos; Shrinu Kushagra; Ihab F. Ilyas; Theodoros Rekatsinas (CoRR, 2020)

Federated Deep Learning Architecture for Personalized Healthcare. - Helen H. Chen; Shubhankar Mohapatra; George Michalopoulos; Xi He 001; Ian McKillop (MIE, 2021)

UmlsBERT: Clinical Domain Knowledge Augmentation of Contextual Embeddings Using the Unified Medical Language System Metathesaurus. - George Michalopoulos; Yuanxin Wang 001; Hussam Kaka; Helen H. Chen; Alexander Wong (NAACL-HLT, 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)

LexSubCon: Integrating Knowledge from Lexical Resources into Contextual Embeddings for Lexical Substitution. - George Michalopoulos; Ian McKillop; Alexander Wong; Helen H. Chen (ACL (1), 2022)

ICDBigBird: A Contextual Embedding Model for ICD Code Classification. - George Michalopoulos; Michal Malyska; Nicola Sahar; Alexander Wong; Helen H. Chen (BioNLP@ACL, 2022)

MedicalSum: A Guided Clinical Abstractive Summarization Model for Generating Medical Reports from Patient-Doctor Conversations. - George Michalopoulos; Kyle Williams 003; Gagandeep Singh; Thomas Lin (EMNLP (Findings), 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 (MIE, 2022)

An Investigation of Evaluation Methods in Automatic Medical Note Generation. - Asma Ben Abacha; Wen-wai Yim; George Michalopoulos; Thomas Lin (ACL (Findings), 2023)

An Investigation of Evaluation Metrics for Automated Medical Note Generation. - Asma Ben Abacha; Wen-wai Yim; George Michalopoulos; Thomas Lin (CoRR, 2023)

LMR-BENCH: Evaluating LLM Agent's Ability on Reproducing Language Modeling Research. - Shuo Yan; Ruochen Li; Ziming Luo; Zimu Wang; Daoyang Li; Liqiang Jing; Kaiyu He; Peilin Wu; George Michalopoulos; Yue Zhang; Ziyang Zhang; Mian Zhang; et al. (CoRR, 2025)

Empowering Healthcare Practitioners with Language Models: Structuring Speech Transcripts in Two Real-World Clinical Applications. - Jean-Philippe Corbeil; Asma Ben Abacha; George Michalopoulos; Phillip Swazinna; Miguel A. del Agua; Jérôme Tremblay; Akila Jeeson Daniel; Cari Bader; Yu-Cheng Cho; Pooja Krishnan; Nathan Bodenstab; Thomas Lin; et al. (CoRR, 2025)