Title
Integration of Large Language Models and Traditional Deep Learning for Social Determinants of Health Prediction Paul Landes Jimeng Sun Adam Cross 31 0 0 06 May 2025
Developing and Evaluating an AI-Assisted Prediction Model for Unplanned Intensive Care Admissions following Elective Neurosurgery using Natural Language Processing within an Electronic Healthcare Record System Julia Ive Olatomiwa Olukoya Jonathan P. Funnell James Booker Sze H M Lam Ugan Reddy Kawsar Noor Richard J. B. Dobson Astri M.V. Luoma Hani J Marcus 43 0 0 13 Mar 2025
Large Language Models for Medical Forecasting -- Foresight 2 Z. Kraljevic Joshua Au Yeung D. Bean James T. Teo Richard J. B. Dobson LM&MA 74 0 0 14 Dec 2024
Automatic detection of diseases in Spanish clinical notes combining medical language models and ontologies Leon-Paul Schaub Torre Pelayo Quiros Helena Garcia Mieres 66 0 0 04 Dec 2024
Generative Language Models Potential for Requirement Engineering Applications: Insights into Current Strengths and Limitations Summra Saleem M. Asim L. V. Elst Andreas Dengel 70 0 0 01 Dec 2024
Detección Automática de Patologías en Notas Clínicas en Español Combinando Modelos de Lenguaje y Ontologías Médicos Léon-Paul Schaub Torre Pelayo Quirós Helena García Mieres 27 0 0 01 Oct 2024
Facilitating phenotyping from clinical texts: the medkit library A. Neuraz Ghislain Vaillant Camila Arias Olivier Birot Kim-Tam Huynh ... Alice Rogier Nicolas Garcelon Ivan Lerner Bastien Rance Adrien Coulet LM&MA 16 1 0 30 Aug 2024
Improving Extraction of Clinical Event Contextual Properties from Electronic Health Records: A Comparative Study Shubham Agarwal Thomas Searle M. Ratas Anthony Shek James Teo Richard J. B. Dobson 29 0 0 30 Aug 2024
I-SIRch: AI-Powered Concept Annotation Tool For Equitable Extraction And Analysis Of Safety Insights From Maternity Investigations Mohit Kumar Singh Georgina Cosma Patrick Waterson Jonathan Back G. T. Jun 29 2 0 08 Jun 2024
Biomedical Entity Linking for Dutch: Fine-tuning a Self-alignment BERT Model on an Automatically Generated Wikipedia Corpus Fons Hartendorp T. Seinen E. V. Mulligen Suzan Verberne 18 0 0 20 May 2024
ROCOv2: Radiology Objects in COntext Version 2, an Updated Multimodal Image Dataset Johannes Ruckert Louise Bloch Raphael Brüngel Ahmad Idrissi-Yaghir Henning Schafer ... A. G. S. D. Herrera Henning Müller Peter A. Horn F. Nensa Christoph M. Friedrich 37 26 0 16 May 2024
Bespoke Large Language Models for Digital Triage Assistance in Mental Health Care Niall Taylor Andrey Kormilitzin Isabelle Lorge A. Nevado-Holgado Dan W Joyce LM&MA AI4MH 27 0 0 28 Mar 2024
A Data-Centric Approach To Generate Faithful and High Quality Patient Summaries with Large Language Models S. Hegselmann Zejiang Shen Florian Gierse Monica Agrawal David Sontag Xiaoyi Jiang HILM VLM 24 6 0 23 Feb 2024
HunFlair2 in a cross-corpus evaluation of biomedical named entity recognition and normalization tools Mario Sanger Samuele Garda Xing David Wang Leon Weber-Genzel Pia Droop Benedikt Fuchs Alan Akbik Ulf Leser 27 6 0 19 Feb 2024
Exploring the Consistency, Quality and Challenges in Manual and Automated Coding of Free-text Diagnoses from Hospital Outpatient Letters Warren Del-Pinto G. Demetriou M. Jani Rikesh Patel Leanne Gray Alexander Bulcock Niels Peek A. Kanter William G Dixon Goran Nenadic 11 1 0 17 Nov 2023
Validating transformers for redaction of text from electronic health records in real-world healthcare Z. Kraljevic Anthony Shek Joshua Au Yeung E. Sheldon Mohammad Al-Agil ... Xi Bai Kawsar Noor Anoop D. Shah Richard J. B. Dobson James T. Teo MedIm 11 3 0 05 Oct 2023
Development of a Knowledge Graph Embeddings Model for Pain Jaya Chaturvedi Tao Wang S. Velupillai Robert Stewart A. Roberts 19 0 0 17 Aug 2023
MedMine: Examining Pre-trained Language Models on Medication Mining Haifa Alrdahi Lifeng Han Hendrik vSuvalov Goran Nenadic 21 4 0 07 Aug 2023
The Potential and Pitfalls of using a Large Language Model such as ChatGPT or GPT-4 as a Clinical Assistant Jingqing Zhang Kai Sun A. Jagadeesh Mahta Ghahfarokhi Deepa Gupta Ashok Gupta Vibhor Gupta Yike Guo LM&MA AI4MH ELM 24 11 0 16 Jul 2023
Automatic Coding at Scale: Design and Deployment of a Nationwide System for Normalizing Referrals in the Chilean Public Healthcare System F. Villena Matías Rojas Felipe Arias Jorge Pacheco Paulina Vera J. Dunstan 14 1 0 09 Jul 2023
An Investigation of Evaluation Metrics for Automated Medical Note Generation Asma Ben Abacha Wen-wai Yim George Michalopoulos Thomas Lin 17 22 0 27 May 2023
Identifying Mentions of Pain in Mental Health Records Text: A Natural Language Processing Approach Jaya Chaturvedi S. Velupillai Robert Stewart A. Roberts 12 5 0 03 Apr 2023
Progress Note Understanding -- Assessment and Plan Reasoning: Overview of the 2022 N2C2 Track 3 Shared Task Yanjun Gao Dmitriy Dligach Timothy A. Miller M. Churpek Özlem Uzuner Majid Afshar 19 4 0 14 Mar 2023
Foresight -- Generative Pretrained Transformer (GPT) for Modelling of Patient Timelines using EHRs Z. Kraljevic D. Bean Anthony Shek R. Bendayan H. Hemingway ... Alfie Baston Jack Ross Esther Idowu J. Teo Richard J. B. Dobson AI4TS 6 20 0 13 Dec 2022
Discharge Summary Hospital Course Summarisation of In Patient Electronic Health Record Text with Clinical Concept Guided Deep Pre-Trained Transformer Models Thomas Searle Zina M. Ibrahim J. Teo Richard J. B. Dobson 8 29 0 14 Nov 2022
MONAI: An open-source framework for deep learning in healthcare M. Jorge Cardoso Wenqi Li Richard Brown Nic Ma E. Kerfoot ... Klaus H. Maier-Hein S. Aylward Prerna Dogra Sebastien Ourselin Andrew Feng 34 480 0 04 Nov 2022
MedJEx: A Medical Jargon Extraction Model with Wiki's Hyperlink Span and Contextualized Masked Language Model Score Sunjae Kwon Zonghai Yao H. Jordan David Levy Brian Corner Hong-ye Yu 17 18 0 12 Oct 2022
Medical Image Captioning via Generative Pretrained Transformers Alexander Selivanov Oleg Y. Rogov Daniil Chesakov Artem Shelmanov Irina Fedulova Dmitry V. Dylov MedIm 49 55 0 28 Sep 2022
Negation detection in Dutch clinical texts: an evaluation of rule-based and machine learning methods Bram van Es L. Reteig Sander C Tan M. Schraagen Myrthe M. Hemker S. R. Arends Miguel Rios S. Haitjema 14 12 0 01 Sep 2022
Review of Natural Language Processing in Pharmacology D. Trajanov Vangel Trajkovski Makedonka Dimitrieva Jovana Dobreva Milos Jovanovik Matej Klemen Alevs vZagar Marko Robnik-vSikonja LM&MA 21 7 0 22 Aug 2022
Effective Few-Shot Named Entity Linking by Meta-Learning Xiuxing Li Zhenyu Li Zhengyan Zhang Ning Liu Haitao Yuan Wei Zhang Zhiyuan Liu Jianyong Wang OffRL 28 10 0 12 Jul 2022
Ontology-Driven and Weakly Supervised Rare Disease Identification from Clinical Notes Hang Dong Víctor Suárez-Paniagua Huayu Zhang Minhong Wang Arlene Casey E. Davidson Jiaoyan Chen Beatrice Alex W. Whiteley Honghan Wu 9 19 0 11 May 2022
Predicting Clinical Intent from Free Text Electronic Health Records Kawsar Noor Katherine Smith Julia Bennett Jade OConnell Jessica Fisk ... Teresa Xu Simon Knight L. Romão Richard J. B. Dobson W. K. Wong 11 1 0 25 Mar 2022
Automated Clinical Coding: What, Why, and Where We Are? Hang Dong Matús Falis W. Whiteley Beatrice Alex Joshua Matterson Shaoxiong Ji Jiaoyan Chen Honghan Wu 9 66 0 21 Mar 2022
A Unified Review of Deep Learning for Automated Medical Coding Shaoxiong Ji Wei Sun Xiaobo Li Hang Dong Ara Taalas Yijia Zhang Honghan Wu Esa Pitkänen Pekka Marttinen AI4TS MedIm 21 27 0 08 Jan 2022
MedGPT: Medical Concept Prediction from Clinical Narratives Z. Kraljevic Anthony Shek D. Bean R. Bendayan J. Teo Richard J. B. Dobson LM&MA AI4TS MedIm 18 39 0 07 Jul 2021
RATCHET: Medical Transformer for Chest X-ray Diagnosis and Reporting Benjamin Hou Georgios Kaissis Ronald M. Summers Bernhard Kainz ViT LM&MA MedIm 19 50 0 05 Jul 2021
Estimating Redundancy in Clinical Text Thomas Searle Zina M. Ibrahim J. Teo Richard J. B. Dobson 9 20 0 25 May 2021
Does BERT Pretrained on Clinical Notes Reveal Sensitive Data? Eric P. Lehman Sarthak Jain Karl Pichotta Yoav Goldberg Byron C. Wallace OOD MIACV 22 117 0 15 Apr 2021
What's in a Summary? Laying the Groundwork for Advances in Hospital-Course Summarization Griffin Adams Emily Alsentzer Mert Ketenci Jason Zucker Noémie Elhadad 35 46 0 12 Apr 2021
Neural Entity Linking: A Survey of Models Based on Deep Learning Ozge Sevgili Artem Shelmanov Mikhail V. Arkhipov Alexander Panchenko Christian Biemann VLM 3DV AI4TS 8 118 0 31 May 2020
Deep Representation Learning of Electronic Health Records to Unlock Patient Stratification at Scale Isotta Landi B. Glicksberg Hao-Chih Lee S. Cherng Giulia Landi M. Danieletto J. Dudley Cesare Furlanello Riccardo Miotto 32 148 0 14 Mar 2020