MEDIQA is a series of shared tasks on Medical NLP & AI
MEDIQA-CORR 2024 @ NAACL-ClinicalNLP, June 2024, Mexico City, Mexico
Tasks: Medical Error Detection & Correction
Website: https://sites.google.com/view/mediqa2024/mediqa-corr
Overview Paper: https://aclanthology.org/2024.clinicalnlp-1.57.pdf
MEDIQA-M3G 2024 @ NAACL-ClinicalNLP, June 2024, Mexico City, Mexico
Tasks: Multilingual & Multimodal Medical Answer Generation.
Website: https://sites.google.com/view/mediqa2024/mediqa-m3g
Overview Paper: https://aclanthology.org/2024.clinicalnlp-1.55.pdf
MEDIQA-MAGIC 2024 @ CLEF 2024, September 2024, Grenoble, France
Tasks: Multimodal & Generative Telemedicine in Dermatology.
Overview Paper: https://ceur-ws.org/Vol-3740/paper-133.pdf
MEDIQA-Chat 2023 @ ACL-ClinicalNLP, July 2023, Toronto, Canada
Tasks: Generation of clinical notes from doctor-patient conversations (Dialogue2Note Summarization, subtasks A&B) and the generation of synthetic medical conversations from clinical notes (Note2Dialogue Generation).
Website: https://sites.google.com/view/mediqa2023/clinicalnlp-mediqa-chat-2023
Overview Paper: https://aclanthology.org/2023.clinicalnlp-1.52.pdf
MEDIQA-Sum 2023 @ CLEF, September 2023, Thessaloniki, Greece
Tasks: Summarization and classification of doctor-patient encounters to generate clinical notes with three subtasks: Dialogue2Topic Classification, Dialogue2Note Summarization, and Full-Encounter Dialogue2Note Summarization.
Overview Paper: https://ceur-ws.org/Vol-3497/paper-109.pdf
MEDIQA 2021 @ ACL-BioNLP, July 2021, Italy
Tasks: Summarization of consumer health questions (MEDIQA-QS), Multi-Answer Summarization (MEDIQA-MAS), and Radiology Report Summarization (MEDIQA-RRS).
Overview Paper: https://aclanthology.org/2021.bionlp-1.8.pdf
MEDIQA 2019 @ ACL-BioNLP, July 2021, Italy
Tasks: Textual Inference, Question Entailment and Question Answering in the Medical Domain
Overview Paper: https://aclanthology.org/W19-5039.pdf
Related Medical NLP & AI Shared Tasks
MedLiveQA 2017 @ TREC
Task: Medical Question Answering
Overview Paper: https://trec.nist.gov/pubs/trec26/papers/Overview-QA.pdf
VQA-Med 2021 @ ImageCLEF
Tasks: Visual Question Answering & Generation from Radiology Images
Overview Paper: https://ceur-ws.org/Vol-2936/paper-87.pdf
VQA-Med 2020 @ ImageCLEF
Task: Visual Question Answering from Radiology Images
Website: https://www.imageclef.org/2020/medical/vqa
Overview Paper: https://ceur-ws.org/Vol-2696/paper_106.pdf
VQA-Med 2019 @ ImageCLEF 2019
Task: Visual Question Answering from Radiology Images
Overview Paper: https://ceur-ws.org/Vol-2380/paper_272.pdf
Medical Image Captioning 2024 @ ImageCLEF
Tasks: Caption Generation & and Concept Detection from Radiolody Images
Overview Paper: https://ceur-ws.org/Vol-3740/paper-132.pdf
Medical Image Captioning 2023 @ ImageCLEF
Overview Paper: https://ceur-ws.org/Vol-3497/paper-108.pdf
Medical Image Captioning 2022 @ ImageCLEF
Overview Paper: https://ceur-ws.org/Vol-3180/paper-95.pdf
Medical Image Captioning 2021 @ ImageCLEF
Overview Paper: https://ceur-ws.org/Vol-2936/paper-111.pdf
For questions or updates, please join our MEDIQA mailing list: https://groups.google.com/g/mediqa-nlp (mediqa-nlp@googlegroups.com)
Contact: Asma Ben Abacha, abenabacha <AT> microsoft <DOT> com