Large language models in healthcare and medical domain: A review

12 December 2023

Papers citing "Large language models in healthcare and medical domain: A review"

46 / 46 papers shown

Title
Large Means Left: Political Bias in Large Language Models Increases with Their Number of Parameters David Exler Mark Schutera Markus Reischl Luca Rettenberger 41 0 0 07 May 2025
MedArabiQ: Benchmarking Large Language Models on Arabic Medical Tasks Mouath Abu Daoud Chaimae Abouzahir Leen Kharouf Walid Al-Eisawi Nizar Habash Farah E. Shamout LM&MA 20 0 0 06 May 2025
m-KAILIN: Knowledge-Driven Agentic Scientific Corpus Distillation Framework for Biomedical Large Language Models Training Meng Xiao Xunxin Cai Chengrui Wang Yuanchun Zhou 46 0 0 28 Apr 2025
Towards Machine-Generated Code for the Resolution of User Intentions Justus Flerlage Ilja Behnke O. Kao 34 0 0 24 Apr 2025
Harnessing Generative LLMs for Enhanced Financial Event Entity Extraction Performance Soo-joon Choi Ji-jun Park 31 0 0 20 Apr 2025
Confirmation Bias in Generative AI Chatbots: Mechanisms, Risks, Mitigation Strategies, and Future Research Directions Yiran Du 19 0 0 12 Apr 2025
Can Reasoning LLMs Enhance Clinical Document Classification? Akram Mustafa Usman Naseem Mostafa Rahimi Azghadi LRM 58 0 0 10 Apr 2025
LExT: Towards Evaluating Trustworthiness of Natural Language Explanations Krithi Shailya Shreya Rajpal Gokul S Krishnan Balaraman Ravindran ELM 54 0 0 08 Apr 2025
MedM-VL: What Makes a Good Medical LVLM? Yiming Shi Shaoshuai Yang Xun Zhu Haoyu Wang Miao Li Ji Wu VLM 40 1 0 06 Apr 2025
Trapped by Expectations: Functional Fixedness in LLM-Enabled Chat Search Jiqun Liu Jamshed Karimnazarov Ryen W. White 31 0 0 02 Apr 2025
Advanced Deep Learning and Large Language Models: Comprehensive Insights for Cancer Detection Yassine Habchi Hamza Kheddar Yassine Himeur Adel Belouchrani Erchin Serpedin Fouad Khelifi Muhammad E.H. Chowdhury LM&MA 37 0 0 30 Mar 2025
Advancing Problem-Based Learning in Biomedical Engineering in the Era of Generative AI Micky C. Nnamdi J. Ben Tamo Wenqi Shi M. D. Wang AI4CE 34 0 0 20 Mar 2025
Chat-TS: Enhancing Multi-Modal Reasoning Over Time-Series and Natural Language Data Paul Quinlan Qingguo Li Xiaodan Zhu AI4TS LRM 49 0 0 13 Mar 2025
Large Language Models for Outpatient Referral: Problem Definition, Benchmarking and Challenges Xiaoxiao Liu Qingying Xiao Junying Chen Xiangyi Feng Xiangbo Wu ... Xiang Wan Jian Chang Guangjun Yu Yan Hu Benyou Wang LM&MA LRM 56 0 0 11 Mar 2025
Semantic Alignment of Unimodal Medical Text and Vision Representations Maxime Di Folco E. Chan Marta Hasny Cosmin I. Bercea Julia A. Schnabel 52 0 0 06 Mar 2025
Abn-BLIP: Abnormality-aligned Bootstrapping Language-Image Pre-training for Pulmonary Embolism Diagnosis and Report Generation from CTPA Z. Zhong Yuli Wang Lulu Bi Zhuoqi Ma S. H. Ahn ... Webster Stayman Todd M. Kolb I. Kamel Harrison X. Bai Zhicheng Jiao LM&MA 51 0 0 03 Mar 2025
I Know What I Don't Know: Improving Model Cascades Through Confidence Tuning Stephan Rabanser Nathalie Rauschmayr Achin Kulshrestha Petra Poklukar Wittawat Jitkrittum Sean Augenstein Congchao Wang Federico Tombari 37 0 0 26 Feb 2025
Surgical Scene Understanding in the Era of Foundation AI Models: A Comprehensive Review Ufaq Khan Umair Nawaz A. Qayyum Shazad Ashraf Muhammad Bilal Junaid Qadir 71 0 0 24 Feb 2025
An LLM-Powered Agent for Physiological Data Analysis: A Case Study on PPG-based Heart Rate Estimation Mohammad Feli Iman Azimi P. Liljeberg Amir M.Rahmani LLMAG LM&MA 29 0 0 18 Feb 2025
SEER: Self-Explainability Enhancement of Large Language Models' Representations Guanxu Chen Dongrui Liu Tao Luo Jing Shao LRM MILM 59 1 0 07 Feb 2025
Leveraging Geolocation in Clinical Records to Improve Alzheimer's Disease Diagnosis Using DMV Framework Peng Zhang Divya Chaudhary 29 0 0 06 Feb 2025
MedCT: A Clinical Terminology Graph for Generative AI Applications in Healthcare Ye Chen Dongdong Huang Haoyun Xu Cong Fu Lin Sheng Qingli Zhou Yuqiang Shen Kai Wang VLM MedIm 41 0 0 11 Jan 2025
Hengqin-RA-v1: Advanced Large Language Model for Diagnosis and Treatment of Rheumatoid Arthritis with Dataset based Traditional Chinese Medicine Yishen Liu Shengda Luo Zishao Zhong Tongtong Wu J. Zhang Peiyao Ou Yong Liang Liang Liu Hudan Pan LM&MA 25 0 0 05 Jan 2025
Polish Medical Exams: A new dataset for cross-lingual medical knowledge transfer assessment Łukasz Grzybowski Jakub Pokrywka Michał Ciesiółka Jeremi Kaczmarek Marek Kubis LM&MA ELM 63 1 0 30 Nov 2024
Cancer-Answer: Empowering Cancer Care with Advanced Large Language Models Aniket Deroy Subhankar Maity LM&MA 34 0 0 11 Nov 2024
Beyond Multiple-Choice Accuracy: Real-World Challenges of Implementing Large Language Models in Healthcare Yifan Yang Qiao Jin Qingqing Zhu Zhizheng Wang Francisco Erramuspe Álvarez Nicholas Wan Benjamin Hou Zhiyong Lu LM&MA ELM 32 0 0 24 Oct 2024
SleepCoT: A Lightweight Personalized Sleep Health Model via Chain-of-Thought Distillation Huimin Zheng Xiaofeng Xing Xiangmin Xu VLM 39 1 0 22 Oct 2024
Exploring Language Model Generalization in Low-Resource Extractive QA Saptarshi Sengupta Wenpeng Yin Preslav Nakov Shreya Ghosh Suhang Wang 18 0 0 27 Sep 2024
Fine Tuning Large Language Models for Medicine: The Role and Importance of Direct Preference Optimization Thomas Savage Stephen Ma Abdessalem Boukil Vishwesh Patel Ekanath Rangan Ivan Rodriguez Jonathan H. Chen LM&MA 24 2 0 19 Sep 2024
Efficient Fine-Tuning of Large Language Models for Automated Medical Documentation Hui Yi Leong Yi Fan Gao Ji Shuai Yang Zhang Uktu Pamuksuz LM&MA AI4MH 18 9 0 14 Sep 2024
Stochastic Parrots or ICU Experts? Large Language Models in Critical Care Medicine: A Scoping Review Tongyue Shi Jun Ma Zihan Yu Haowei Xu Minqi Xiong Meirong Xiao Yilin Li Huiying Zhao Guilan Kong 23 1 0 27 Jul 2024
Look Within, Why LLMs Hallucinate: A Causal Perspective He Li Haoang Chi Mingyu Liu Wenjing Yang LRM 29 3 0 14 Jul 2024
The Sociolinguistic Foundations of Language Modeling Jack Grieve Sara Bartl Matteo Fuoli Jason Grafmiller Weihang Huang A. Jawerbaum Akira Murakami Marcus Perlman Dana Roemling Bodo Winter 33 7 0 12 Jul 2024
CLIMB: A Benchmark of Clinical Bias in Large Language Models Yubo Zhang Shudi Hou Mingyu Derek Ma Wei Wang Muhao Chen Jieyu Zhao ELM 22 2 0 07 Jul 2024
Fairness and Bias in Multimodal AI: A Survey Tosin P. Adewumi Lama Alkhaled Namrata Gurung G. V. Boven Irene Pagliai 48 9 0 27 Jun 2024
PromptMind Team at MEDIQA-CORR 2024: Improving Clinical Text Correction with Error Categorization and LLM Ensembles Kesav Gundabathula Sriram R Kolar LRM 20 7 0 14 May 2024
XAI4LLM. Let Machine Learning Models and LLMs Collaborate for Enhanced In-Context Learning in Healthcare Fatemeh Nazary Yashar Deldjoo T. D. Noia E. Sciascio LM&MA 26 1 0 10 May 2024
Online Training of Large Language Models: Learn while chatting Juhao Liang Ziwei Wang Zhuoheng Ma Jianquan Li Zhiyi Zhang Xiangbo Wu Benyou Wang KELM 34 3 0 04 Mar 2024
BioMistral: A Collection of Open-Source Pretrained Large Language Models for Medical Domains Yanis Labrak Adrien Bazoge Emmanuel Morin P. Gourraud Mickael Rouvier Richard Dufour 88 188 0 15 Feb 2024
Generative AI in EU Law: Liability, Privacy, Intellectual Property, and Cybersecurity Claudio Novelli F. Casolari Philipp Hacker Giorgio Spedicato Luciano Floridi AILaw SILM 36 41 0 14 Jan 2024
Opportunities and Challenges for ChatGPT and Large Language Models in Biomedicine and Health Shubo Tian Qiao Jin Lana Yeganova Po-Ting Lai Qingqing Zhu ... Donald C. Comeau R. Islamaj Aadit Kapoor Xin Gao Zhiyong Lu LM&MA MedIm AI4MH 92 207 0 15 Jun 2023
WangLab at MEDIQA-Chat 2023: Clinical Note Generation from Doctor-Patient Conversations using Large Language Models John Giorgi Ziang Ma Haitao Zhang Sondra S. Chen Kevin R. An Grace X. Zheng Jun Yin LM&MA AI4MH 33 9 0 03 May 2023
Huatuo-26M, a Large-scale Chinese Medical QA Dataset Jianquan Li Xidong Wang Xiangbo Wu Zhiyi Zhang Xiaolong Xu Jie Fu Prayag Tiwari Xiang Wan Benyou Wang LM&MA 63 40 0 02 May 2023
BLIP-2: Bootstrapping Language-Image Pre-training with Frozen Image Encoders and Large Language Models Junnan Li Dongxu Li Silvio Savarese Steven C. H. Hoi VLM MLLM 244 4,186 0 30 Jan 2023
PubMedQA: A Dataset for Biomedical Research Question Answering Qiao Jin Bhuwan Dhingra Zhengping Liu William W. Cohen Xinghua Lu 196 791 0 13 Sep 2019
Language Models as Knowledge Bases? Fabio Petroni Tim Rocktaschel Patrick Lewis A. Bakhtin Yuxiang Wu Alexander H. Miller Sebastian Riedel KELM AI4MH 393 2,216 0 03 Sep 2019