Papers
Capturing Patients’ Lived Experiences with Chronic Pain through Motivational Interviewing and Information Extraction
Hadeel R A Elyazori, Rusul Abdulrazzaq, Hana Al Shawi et al.
Bias in Danish Medical Notes: Infection Classification of Long Texts Using Transformer and LSTM Architectures Coupled with BERT
Mehdi Parviz, Rudi Agius, Carsten Niemann et al.
Medication Extraction and Entity Linking using Stacked and Voted Ensembles on LLMs
Pablo Romero, Lifeng Han, Goran Nenadic
A Preliminary Study on NLP-Based Personalized Support for Type 1 Diabetes Management
Sandra Mitrović, Federico Fontana, Andrea Zignoli et al.
Towards Knowledge-Guided Biomedical Lay Summarization using Large Language Models
Shufan Ming, Yue Guo, Halil Kilicoglu
Bridging the Gap in Health Literacy: Harnessing the Power of Large Language Models to Generate Plain Language Summaries from Biomedical Texts
Felipe Arias-Russi, Carolina Salazar-Lara, Rubén Manrique
Towards Understanding LLM-Generated Biomedical Lay Summaries
Rohan Charudatt Salvi, Swapnil Panigrahi, Dhruv Jain et al.
Am I eligible? Natural Language Inference for Clinical Trial Patient Recruitment: the Patient’s Point of View
Mathilde Aguiar, Pierre Zweigenbaum, Nona Naderi
Predicting Chronic Kidney Disease Progression from Stage III to Stage V using Language Models
Zainab Awan, Rafael Henkin, Nick Reynolds et al.
Will Gen Z users look for evidence to verify QA System-generated answers?
Soumya Gayen, Dina Demner-Fushman, Deepak Gupta
Explainable ICD Coding via Entity Linking
Leonor Barreiros, Isabel Coutinho, Gonçalo Correia et al.
LT3: Generating Medication Prescriptions with Conditional Transformer
Samuel Belkadi, Nicolo Micheletti, Lifeng Han et al.
Leveraging External Knowledge Bases: Analyzing Presentation Methods and Their Impact on Model Performance
Hui-Syuan Yeh, Thomas Lavergne, Pierre Zweigenbaum
Preliminary Evaluation of an Open-Source LLM for Lay Translation of German Clinical Documents
Tabea Pakull, Amin Dada, Hendrik Damm et al.
Benchmarking IsiXhosa Automatic Speech Recognition and Machine Translation for Digital Health Provision
Abby Blocker, Francois Meyer, Ahmed Biyabani et al.
On Large Foundation Models and Alzheimer’s Disease Detection
Chuyuan Li, Giuseppe Carenini, Thalia Field
LLM Based Efficient CSR Summarization using Structured Fact Extraction and Feedback
Kunwar Zaid, Amit Sangroya, Lovekesh Vig
Using LLMs to improve RL policies in personalized health adaptive interventions
Karine Karine, Benjamin Marlin
MeDiSumQA: Patient-Oriented Question-Answer Generation from Discharge Letters
Amin Dada, Osman Koras, Marie Bauer et al.
Comparing representations of long clinical texts for the task of patient-note identification
Safa Alsaidi, Marc Vincent, Olivia Boyer et al.
Multimodal Transformers for Clinical Time Series Forecasting and Early Sepsis Prediction
Jinghua Xu, Michael Staniek
Mining Social Media for Barriers to Opioid Recovery with LLMs
Vinu Ekanayake, Md Sultan Al Nahian, Ramakanth Kavuluru
When Multilingual Models Compete with Monolingual Domain-Specific Models in Clinical Question Answering
Vojtech Lanz, Pavel Pecina
Explainability for NLP in Pharmacovigilance: A Study on Adverse Event Report Triage in Swedish
Luise Dürlich, Erik Bergman, Maria Larsson et al.