Proceedings of the Third Workshop on Patient-Oriented Language Processing (CL4Health) @ LREC 2026
LREC 2026 Workshop
FHIRPath-QA: Executable Question Answering over FHIR Electronic Health Records
Michael Frew, Nishit Bheda, Bryan Tripp
COACH Meets QUORUM: A Framework and Pipeline for Aligning User, Expert, and Developer Perspectives in LLM-Generated Health Counselling
Yee Man Ng, Bram van Dijk, Pieter Beynen, Otto Boekesteijn, Joris Jansen, Gerard van Oortmerssen, Max J. van Duijn, Marco Spruit
Addressing Domain Shift in Health Coaching Note Analysis through Factorized Synthetic Data Generation
Michael Tänzer, Iva Bojic, Ashwini Yuvraj Lawate, Andy Hau Yan Ho, Andy Khong
Scalable Generation of Adult-Oriented Therapeutic Reading Texts for Russian Aphasia Rehabilitation
Anastasia Kolmogorova, Anastasia Margolina, Alina Telnova, Igor Ilchenko
An Open-Resource Knowledge Augmentation for Biomedical Lay Summarization
João Pedro Veloso, Evelin Amorim
TabMedQA: From Structured Data to Question-Answer Datasets in Early Clinical Decision-Making
Gabriel Iturra Bocaz, Petra Galuščáková, Sol Gedde Vedde, Alvaro Fernandez-Quilez
SimpliMED: Automatic Simplification of Cardiology Discharge Reports Using Large Language Models
Lucas Molino-Piñar, Manuel Carlos Díaz Galiano, María-Teresa Martín-Valdivia, Jose Angel Urbano-Moral, Elena Sola-Garcia
Dutch Metaphor Extraction from Cancer Patients’ Interviews and Forum Data Using LLMs and Human in the Loop
Lifeng Han, David Lindevelt, Sander Puts, Erik van Mulligen, Suzan Verberne
Compressed Representations of Patient Records: A Comparative Study of Template-Based and LLM-Based Methods for Clinical Data Summarization and Visualization
Andreas Stöckl, Oliver Krauss, Sophie Bauernfeind
Medical Text Rewriting for Non-Experts: A Guideline-Driven LLM Approach
Mana Kuramoto, Hiroyuki Nagai, Keiko Yamada, Hiroo Ide, Masayo Hayakawa, Tomohiro Nishiyama, Shoko Wakamiya, Eiji Aramaki
Patient-Specific Care Pathway Visualisation for Medical Nursing Staff
Sophie Bauernfeind, Selina Adlberger, Oliver Krauss, Andreas Stöckl
What Makes a Good Doctor Response? A Study on Text-Based Telemedicine
Adrian Cosma, Cosmin Dumitrache, Emilian Radoi
Datasets for a Chatbot for Clinical Trial Search
Yumeng Yang, Ethan Ludmir, Kirk Roberts
HealthTrajectory: Patient Journey Summaries and Visualizations for Patient-Clinician Communication Support
Rohmah Hidayah, Tomohiro Nishiyama, Shoko Wakamiya, Eiji Aramaki
Medical-FLAVORS-AECC: Spanish Oncological Metaphors Dataset
Lucia Pitarch, Jordi Bernad, Sergio LUIS Ojeda Trueba, Alec Sánchez-Montero, Maxim Ionov, Emma Anglés-Herrero, Ángel Óscar Corona Beomont, Gemma Bel-Enguix
A Synthetic Conversational Dataset for Type 2 Diabetes Management
Stergios Ntanavaras, Maaike de Boer, Piek T.J.M. Vossen
Italian Medical Term Simplification: From Patient Information Leaflets to Simplified Language Resources
Maria Pia di Buono
Evaluating Professional Acceptability of LLM-Generated Systematic Review Summaries in Healthcare: Psychiatrists’ Perspectives
Paul Thompson, Artemis Boulogeorgou, Fotini Kaponi, Efstathia Soufleri, Sophia Ananiadou
Reasoning, Contrastive, and In-Context Strategies for Opioid Use Stage Detection on Social Media
Vinu Ekanayake, Ramakanth Kavuluru
FoodBench-QA: Overview of the Shared Task on Grounded Food and Nutrition Question Answering
Tome Eftimov, Ana Gjorgjevikj, Matej Martinc, Gjorgjina Cenikj, Sašo Džeroski, Barbara Koroušič Seljak
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