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Language Models & Medical Applications

LM&MA
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Focuses on the application of language models in medical settings, including patient interaction, medical literature processing, and support in diagnostic systems.

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50 / 1,978 papers shown
Title
A Multi-agent Large Language Model Framework to Automatically Assess Performance of a Clinical AI Triage Tool
A Multi-agent Large Language Model Framework to Automatically Assess Performance of a Clinical AI Triage Tool
Adam E. Flanders
Yifan Peng
Luciano Prevedello
Robyn Ball
Errol Colak
Prahlad Menon
George Shih
Hui-Ming Lin
Paras Lakhani
LM&MA
42
0
0
30 Oct 2025
Transformers in Medicine: Improving Vision-Language Alignment for Medical Image Captioning
Transformers in Medicine: Improving Vision-Language Alignment for Medical Image Captioning
Yogesh Thakku Suresh
Vishwajeet Shivaji Hogale
Luca-Alexandru Zamfira
Anandavardhana Hegde
MedImLM&MA
1
0
0
29 Oct 2025
MedVLSynther: Synthesizing High-Quality Visual Question Answering from Medical Documents with Generator-Verifier LMMs
MedVLSynther: Synthesizing High-Quality Visual Question Answering from Medical Documents with Generator-Verifier LMMs
Xiaoke Huang
Ningsen Wang
Hui Liu
Xianfeng Tang
Yuyin Zhou
LM&MAMedIm
12
0
0
29 Oct 2025
Evolving Diagnostic Agents in a Virtual Clinical Environment
Evolving Diagnostic Agents in a Virtual Clinical Environment
Pengcheng Qiu
Chaoyi Wu
Junwei Liu
Qiaoyu Zheng
Yusheng Liao
...
Jian Wang
J. Gu
Yanfeng Wang
Ya Zhang
Weidi Xie
LLMAGLM&MA
10
0
0
28 Oct 2025
Generative AI for Healthcare: Fundamentals, Challenges, and Perspectives
Generative AI for Healthcare: Fundamentals, Challenges, and Perspectives
Gang Chen
Changshuo Liu
Gene Anne Ooi
Marcus Tan
Zhongle Xie
Jianwei Yin
J. Yip
Wenqiao Zhang
Jiaqi Zhu
Beng Chin Ooi
LM&MA
44
0
0
28 Oct 2025
Language Models for Longitudinal Clinical Prediction
Language Models for Longitudinal Clinical Prediction
Tananun Songdechakraiwut
Michael Lutz
LM&MA
0
0
0
27 Oct 2025
CLIN-LLM: A Safety-Constrained Hybrid Framework for Clinical Diagnosis and Treatment Generation
CLIN-LLM: A Safety-Constrained Hybrid Framework for Clinical Diagnosis and Treatment Generation
Md. Mehedi Hasan
Rafid Mostafiz
Md. Abir Hossain
Bikash Kumar Paul
LM&MA
24
0
0
26 Oct 2025
Topic-aware Large Language Models for Summarizing the Lived Healthcare Experiences Described in Health Stories
Topic-aware Large Language Models for Summarizing the Lived Healthcare Experiences Described in Health Stories
Maneesh Bilalpur
Megan Hamm
Young Ji Lee
Natasha Norman
Kathleen M. McTigue
Yanshan Wang
LM&MAAI4TS
1
0
0
23 Oct 2025
Evaluating ChatGPT's Performance in Classifying Pneumonia from Chest X-Ray Images
Evaluating ChatGPT's Performance in Classifying Pneumonia from Chest X-Ray Images
Pragna Prahallad
Pranathi Prahallad
LM&MAAI4MHLRM
84
0
0
22 Oct 2025
Beyond MedQA: Towards Real-world Clinical Decision Making in the Era of LLMs
Beyond MedQA: Towards Real-world Clinical Decision Making in the Era of LLMs
Yunpeng Xiao
Carl Yang
Mark Mai
Xiao Hu
Kai Shu
LM&MAELM
60
0
0
22 Oct 2025
Prior-informed optimization of treatment recommendation via bandit algorithms trained on large language model-processed historical records
Prior-informed optimization of treatment recommendation via bandit algorithms trained on large language model-processed historical records
Saman Nessari
Ali Bozorgi-Amiri
OffRLLM&MA
24
0
0
21 Oct 2025
Timely Clinical Diagnosis through Active Test Selection
Timely Clinical Diagnosis through Active Test Selection
Silas Ruhrberg Estévez
Nicolás Astorga
M. Schaar
LM&MA
54
0
0
21 Oct 2025
Evaluating Medical LLMs by Levels of Autonomy: A Survey Moving from Benchmarks to Applications
Evaluating Medical LLMs by Levels of Autonomy: A Survey Moving from Benchmarks to Applications
Xiao Ye
Jacob Dineen
Zhaonan Li
Zhikun Xu
Weiyu Chen
...
Ji-Eun Irene Yum
Muhammad Ali Khan
Muhammad Umar Afzal
Irbaz B. Riaz
Ben Zhou
LM&MAELM
25
0
0
20 Oct 2025
Hearing Health in Home Healthcare: Leveraging LLMs for Illness Scoring and ALMs for Vocal Biomarker Extraction
Hearing Health in Home Healthcare: Leveraging LLMs for Illness Scoring and ALMs for Vocal Biomarker Extraction
Yu-Wen Chen
William Ho
Sasha M. Vergez
Grace Flaherty
Pallavi Gupta
...
Maryam Zolnoori
Margaret V. McDonald
Maxim Topaz
Zoran Kostic
Julia Hirschberg
LM&MA
66
0
0
20 Oct 2025
BenCao: An Instruction-Tuned Large Language Model for Traditional Chinese Medicine
BenCao: An Instruction-Tuned Large Language Model for Traditional Chinese Medicine
Jiacheng Xie
Yang Yu
Yibo Chen
H. Zhang
Lening Zhao
Jiaxuan He
Lei Jiang
Xiaoting Tang
Guanghui An
Dong Xu
LM&MA
39
0
0
20 Oct 2025
Reflections from Research Roundtables at the Conference on Health, Inference, and Learning (CHIL) 2025
Reflections from Research Roundtables at the Conference on Health, Inference, and Learning (CHIL) 2025
Emily Alsentzer
Marie-Laure Charpignon
Bill Chen
N. S. D'Souza
Jason Alan Fries
...
Hye Sun Yun
Xiaoman Zhang
Xiao Yu Cindy Zhang
Hayoung Jeong
Kaveri A. Thakoor
OODLMTDLM&MA
132
0
0
17 Oct 2025
BiomedXPro: Prompt Optimization for Explainable Diagnosis with Biomedical Vision Language Models
BiomedXPro: Prompt Optimization for Explainable Diagnosis with Biomedical Vision Language Models
Kaushitha Silva
Mansitha Eashwara
Sanduni Ubayasiri
Ruwan Tennakoon
Damayanthi Herath
LM&MA
12
0
0
17 Oct 2025
InfiMed-ORBIT: Aligning LLMs on Open-Ended Complex Tasks via Rubric-Based Incremental Training
InfiMed-ORBIT: Aligning LLMs on Open-Ended Complex Tasks via Rubric-Based Incremental Training
Pengkai Wang
Qi Zuo
Pengwei Liu
Zhijie Sang
C. Xie
Hongxia Yang
LM&MA
44
0
0
17 Oct 2025
Towards Generalist Intelligence in Dentistry: Vision Foundation Models for Oral and Maxillofacial Radiology
Towards Generalist Intelligence in Dentistry: Vision Foundation Models for Oral and Maxillofacial Radiology
Xinrui Huang
Fan Xiao
Dongming He
Anqi Gao
Dandan Li
Xiaofan Zhang
Shaoting Zhang
Xudong Wang
MedImLM&MA
24
0
0
16 Oct 2025
Fusion-Augmented Large Language Models: Boosting Diagnostic Trustworthiness via Model Consensus
Fusion-Augmented Large Language Models: Boosting Diagnostic Trustworthiness via Model Consensus
Md Kamrul Siam
Md Jobair Hossain Faruk
Jerry Q. Cheng
Huanying Gu
LM&MA
12
0
0
16 Oct 2025
Natural Language Tools: A Natural Language Approach to Tool Calling In Large Language Agents
Natural Language Tools: A Natural Language Approach to Tool Calling In Large Language Agents
Reid T. Johnson
Michelle D. Pain
Jordan D. West
LLMAGLM&MAELM
20
0
0
16 Oct 2025
Generalist vs Specialist Time Series Foundation Models: Investigating Potential Emergent Behaviors in Assessing Human Health Using PPG Signals
Generalist vs Specialist Time Series Foundation Models: Investigating Potential Emergent Behaviors in Assessing Human Health Using PPG Signals
Saurabh Kataria
Yi Wu
Zhaoliang Chen
Hyunjung Gloria Kwak
Yuhao Xu
...
C. Jabaley
Tim Buchman
Sivasubramanium V Bhavani
Randall J Lee
Xiao Hu
AI4TSAI4MHLM&MA
44
0
0
16 Oct 2025
MedKGEval: A Knowledge Graph-Based Multi-Turn Evaluation Framework for Open-Ended Patient Interactions with Clinical LLMs
MedKGEval: A Knowledge Graph-Based Multi-Turn Evaluation Framework for Open-Ended Patient Interactions with Clinical LLMs
Yuechun Yu
Han Ying
Haoan Jin
Wenjian Jiang
Dong Xian
Binghao Wang
Zhou Yang
Mengyue Wu
LM&MA
18
0
0
14 Oct 2025
Cardi-GPT: An Expert ECG-Record Processing Chatbot
Cardi-GPT: An Expert ECG-Record Processing Chatbot
Koustav Mallick
Neel Singh
Mohammedreza Hajiarbabi
AI4MHLM&MA
67
0
0
14 Oct 2025
Using Medical Algorithms for Task-Oriented Dialogue in LLM-Based Medical Interviews
Using Medical Algorithms for Task-Oriented Dialogue in LLM-Based Medical Interviews
Rui Reis
Pedro Rangel Henriques
João Ferreira-Coimbra
Eva Oliveira
Nuno F. Rodrigues
LM&MA
12
0
0
14 Oct 2025
SpineBench: Benchmarking Multimodal LLMs for Spinal Pathology Analysis
SpineBench: Benchmarking Multimodal LLMs for Spinal Pathology Analysis
Chenghanyu Zhang
Zekun Li
Peipei Li
Xing Cui
Shuhan Xia
Weixiang Yan
Yiqiao Zhang
Qianyu Zhuang
LM&MA
12
0
0
14 Oct 2025
Enabling Doctor-Centric Medical AI with LLMs through Workflow-Aligned Tasks and Benchmarks
Enabling Doctor-Centric Medical AI with LLMs through Workflow-Aligned Tasks and Benchmarks
Wenya Xie
Qingying Xiao
Yu Zheng
Xidong Wang
Junying Chen
...
Anningzhe Gao
Prayag Tiwari
Xiang Wan
Feng Jiang
Benyou Wang
LM&MA
16
0
0
13 Oct 2025
Survey Response Generation: Generating Closed-Ended Survey Responses In-Silico with Large Language Models
Survey Response Generation: Generating Closed-Ended Survey Responses In-Silico with Large Language Models
Georg Ahnert
Anna Haensch
Barbara Plank
M. Strohmaier
LM&MA
4
0
0
13 Oct 2025
CGBench: Benchmarking Language Model Scientific Reasoning for Clinical Genetics Research
CGBench: Benchmarking Language Model Scientific Reasoning for Clinical Genetics Research
Owen Queen
Harrison Zhang
James Zou
ELMLM&MALRM
26
0
0
13 Oct 2025
Zero-Shot Large Language Model Agents for Fully Automated Radiotherapy Treatment Planning
Zero-Shot Large Language Model Agents for Fully Automated Radiotherapy Treatment Planning
Dongrong Yang
Xin Wu
Yibo Xie
Xinyi Li
Qiuwen Wu
Jackie Wu
Yang Sheng
LM&RoLM&MAAI4CE
12
0
0
12 Oct 2025
Simulating Viva Voce Examinations to Evaluate Clinical Reasoning in Large Language Models
Simulating Viva Voce Examinations to Evaluate Clinical Reasoning in Large Language Models
Christopher Chiu
Silviu Pitis
Mihaela van der Schaar
LM&MAELMLRM
54
0
0
11 Oct 2025
Inflated Excellence or True Performance? Rethinking Medical Diagnostic Benchmarks with Dynamic Evaluation
Inflated Excellence or True Performance? Rethinking Medical Diagnostic Benchmarks with Dynamic Evaluation
Xiangxu Zhang
Lei Li
Yanyun Zhou
Xiao Zhou
Y. Zhang
Xian Wu
LM&MAELM
42
0
0
10 Oct 2025
Agentic Systems in Radiology: Design, Applications, Evaluation, and Challenges
Agentic Systems in Radiology: Design, Applications, Evaluation, and Challenges
Christian Bluethgen
Dave Van Veen
Daniel Truhn
Jakob Nikolas Kather
Michael Moor
...
Akshay S. Chaudhari
Thomas Frauenfelder
C. Langlotz
Michael Krauthammer
Farhad Nooralahzadeh
LM&MAAI4CE
43
0
0
10 Oct 2025
Hulu-Med: A Transparent Generalist Model towards Holistic Medical Vision-Language Understanding
Hulu-Med: A Transparent Generalist Model towards Holistic Medical Vision-Language Understanding
Songtao Jiang
Yuan Wang
Sibo Song
Tianxiang Hu
Chenyi Zhou
...
Kenli Li
Weidi Xie
Jimeng Sun
J. Wu
Zuozhu Liu
MedImLM&MAVLM
52
0
0
09 Oct 2025
Lung Infection Severity Prediction Using Transformers with Conditional TransMix Augmentation and Cross-Attention
Lung Infection Severity Prediction Using Transformers with Conditional TransMix Augmentation and Cross-Attention
Bouthaina Slika
Fadi Dornaika
F. Bougourzi
K. Hammoudi
ViTMedImLM&MA
76
0
0
08 Oct 2025
NurseLLM: The First Specialized Language Model for Nursing
NurseLLM: The First Specialized Language Model for Nursing
Md Tawkat Islam Khondaker
Julia Harrington
Shady Shehata
LM&MA
60
0
0
08 Oct 2025
Large Language Model-Based Uncertainty-Adjusted Label Extraction for Artificial Intelligence Model Development in Upper Extremity Radiography
Large Language Model-Based Uncertainty-Adjusted Label Extraction for Artificial Intelligence Model Development in Upper Extremity Radiography
Hanna Kreutzer
Anne-Sophie Caselitz
Thomas Dratsch
Daniel Pinto dos Santos
Christiane Kuhl
Daniel Truhn
S. Nebelung
LM&MA
44
0
0
07 Oct 2025
MedPAO: A Protocol-Driven Agent for Structuring Medical Reports
MedPAO: A Protocol-Driven Agent for Structuring Medical Reports
Shrish Shrinath Vaidya
Gowthamaan Palani
Sidharth Ramesh
Velmurugan Balasubramanian
Minmini Selvam
Gokulraja Srinivasaraja
Ganapathy Krishnamurthi
LM&MA
12
0
0
06 Oct 2025
Doctor-R1: Mastering Clinical Inquiry with Experiential Agentic Reinforcement Learning
Doctor-R1: Mastering Clinical Inquiry with Experiential Agentic Reinforcement Learning
Yunghwei Lai
Kaiming Liu
Ziyue Wang
Weizhi Ma
Yang Liu
LM&MA
33
0
0
05 Oct 2025
Evaluation of Clinical Trials Reporting Quality using Large Language Models
Evaluation of Clinical Trials Reporting Quality using Large Language Models
Mathieu Lai-king
P. Paroubek
LM&MAELM
16
0
0
05 Oct 2025
Mapping Patient-Perceived Physician Traits from Nationwide Online Reviews with LLMs
Mapping Patient-Perceived Physician Traits from Nationwide Online Reviews with LLMs
Junjie Luo
Rui Han
Arshana Welivita
Zeleikun Di
Jingfu Wu
Xuzhe Zhi
Ritu Agarwal
G. Gao
LM&MA
24
0
0
05 Oct 2025
Small Language Models for Emergency Departments Decision Support: A Benchmark Study
Small Language Models for Emergency Departments Decision Support: A Benchmark Study
Zirui Wang
Jiajun Wu
Braden Teitge
Jessalyn Holodinsky
Steve Drew
LM&MA
24
0
0
05 Oct 2025
H-DDx: A Hierarchical Evaluation Framework for Differential Diagnosis
H-DDx: A Hierarchical Evaluation Framework for Differential Diagnosis
Seungseop Lim
Gibaeg Kim
Hyunkyung Lee
Wooseok Han
Jean Seo
Jaehyo Yoo
Eunho Yang
LM&MAELM
50
0
0
04 Oct 2025
PyRadiomics-cuda: a GPU-accelerated 3D features extraction from medical images within PyRadiomics
PyRadiomics-cuda: a GPU-accelerated 3D features extraction from medical images within PyRadiomics
Jakub Lisowski
Piotr Tyrakowski
Szymon Zyguła
Krzysztof Kaczmarski
MedImLM&MA
14
0
0
03 Oct 2025
TIT-Score: Evaluating Long-Prompt Based Text-to-Image Alignment via Text-to-Image-to-Text Consistency
TIT-Score: Evaluating Long-Prompt Based Text-to-Image Alignment via Text-to-Image-to-Text Consistency
Juntong Wang
Huiyu Duan
Jiarui Wang
Ziheng Jia
Guangtao Zhai
Xiongkuo Min
EGVMALMLM&MAVLM
32
0
0
03 Oct 2025
Grounding Large Language Models in Clinical Evidence: A Retrieval-Augmented Generation System for Querying UK NICE Clinical Guidelines
Grounding Large Language Models in Clinical Evidence: A Retrieval-Augmented Generation System for Querying UK NICE Clinical Guidelines
Matthew Lewis
Samuel Thio
Richard J. B. Dobson
Spiros C. Denaxas
RALMLM&MA
13
0
0
03 Oct 2025
SpineBench: A Clinically Salient, Level-Aware Benchmark Powered by the SpineMed-450k Corpus
SpineBench: A Clinically Salient, Level-Aware Benchmark Powered by the SpineMed-450k Corpus
Ming Zhao
Wenhui Dong
Yang Zhang
Xiang Zheng
Zhonghao Zhang
...
Zhiqiang Liu
Zhongan Bi
Chenyang Si
Tiansheng Sun
Caifeng Shan
LM&MAELMLRM
107
0
0
03 Oct 2025
Triplet-Structured Knowledge Integration for Multi-Turn Medical Reasoning
Triplet-Structured Knowledge Integration for Multi-Turn Medical Reasoning
Zhaohan Meng
Zaiqiao Meng
Siwei Liu
I. Ounis
LM&MA
42
0
0
03 Oct 2025
Format Inertia: A Failure Mechanism of LLMs in Medical Pre-Consultation
Format Inertia: A Failure Mechanism of LLMs in Medical Pre-Consultation
Seungseop Lim
Gibaeg Kim
Wooseok Han
Jean Seo
Hyunkyung Lee
Jaehyo Yoo
Eunho Yang
LM&MA
93
0
0
02 Oct 2025
MedQ-Bench: Evaluating and Exploring Medical Image Quality Assessment Abilities in MLLMs
MedQ-Bench: Evaluating and Exploring Medical Image Quality Assessment Abilities in MLLMs
Jiyao Liu
Jinjie Wei
Wanying Qu
Chenglong Ma
Junzhi Ning
...
Zhongying Deng
Jin Ye
Lihao Liu
Junjun He
Ningsheng Xu
LM&MA
18
1
0
02 Oct 2025
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