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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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Title
A Multi-Agent Large Language Model Framework for Automated Qualitative Analysis
A Multi-Agent Large Language Model Framework for Automated Qualitative Analysis
Qidi Xu
Nuzha Amjad
Grace Giles
Alexa Cumming
Deángelo Hermesky
Alexander Wen
Min Ji Kwak
Yejin Kim
LM&MA
16
0
0
18 Dec 2025
Plain language adaptations of biomedical text using LLMs: Comparision of evaluation metrics
Plain language adaptations of biomedical text using LLMs: Comparision of evaluation metricsStudies in Health Technology and Informatics (SHTI), 2025
Primoz Kocbek
Leon Kopitar
Gregor Stiglic
LM&MA
80
0
0
18 Dec 2025
Visual Alignment of Medical Vision-Language Models for Grounded Radiology Report Generation
Visual Alignment of Medical Vision-Language Models for Grounded Radiology Report Generation
Sarosij Bose
Ravi K. Rajendran
Biplob Debnath
Konstantinos Karydis
Amit K. Roy-Chowdhury
Srimat Chakradhar
LM&MA
16
0
0
18 Dec 2025
SynGP500: A Clinically-Grounded Synthetic Dataset of Australian General Practice Medical Notes
SynGP500: A Clinically-Grounded Synthetic Dataset of Australian General Practice Medical Notes
Piyawoot Songsiritat
LM&MA
112
0
0
17 Dec 2025
Toward expert-level motivational interviewing for health behavior improvement with LLMs
Toward expert-level motivational interviewing for health behavior improvement with LLMs
Run-ze Hu
Yang Yang
Yi-hang Yang
Jing-qi Kong
Jia-hui Luo
...
Jing Chen
Jing-yao Liu
Hui-qun Zeng
Lei Zhang
Zheng Liu
LM&MAAI4MH
92
0
0
17 Dec 2025
MedInsightBench: Evaluating Medical Analytics Agents Through Multi-Step Insight Discovery in Multimodal Medical Data
MedInsightBench: Evaluating Medical Analytics Agents Through Multi-Step Insight Discovery in Multimodal Medical Data
Zhenghao Zhu
Chuxue Cao
Sirui Han
Yuanfeng Song
Xing Chen
Caleb Chen Cao
Yike Guo
LM&MA
48
0
0
15 Dec 2025
DentalGPT: Incentivizing Multimodal Complex Reasoning in Dentistry
DentalGPT: Incentivizing Multimodal Complex Reasoning in Dentistry
Zhenyang Cai
Jiaming Zhang
Junjie Zhao
Ziyi Zeng
Yanchao Li
...
Guangjun Yu
Liangyi Chen
Junwen Wang
Shan Jiang
Benyou Wang
LM&MA
12
0
0
12 Dec 2025
AutoMedic: An Automated Evaluation Framework for Clinical Conversational Agents with Medical Dataset Grounding
AutoMedic: An Automated Evaluation Framework for Clinical Conversational Agents with Medical Dataset Grounding
Gyutaek Oh
Sangjoon Park
Byung-Hoon Kim
LLMAGLM&MA
188
0
0
11 Dec 2025
LDP: Parameter-Efficient Fine-Tuning of Multimodal LLM for Medical Report Generation
LDP: Parameter-Efficient Fine-Tuning of Multimodal LLM for Medical Report Generation
Tianyu Zhou
Junyi Tang
Zehui Li
Dahong Qian
Suncheng Xiang
LM&MA
92
0
0
11 Dec 2025
CP-Env: Evaluating Large Language Models on Clinical Pathways in a Controllable Hospital Environment
CP-Env: Evaluating Large Language Models on Clinical Pathways in a Controllable Hospital Environment
Yakun Zhu
Zhongzhen Huang
Qianhan Feng
Linjie Mu
Yannian Gu
Shaoting Zhang
Qi Dou
Xiaofan Zhang
LLMAGLM&MAELM
213
0
0
11 Dec 2025
MedBioRAG: Semantic Search and Retrieval-Augmented Generation with Large Language Models for Medical and Biological QA
MedBioRAG: Semantic Search and Retrieval-Augmented Generation with Large Language Models for Medical and Biological QA
Seonok Kim
RALMLM&MA
92
0
0
10 Dec 2025
QSTN: A Modular Framework for Robust Questionnaire Inference with Large Language Models
QSTN: A Modular Framework for Robust Questionnaire Inference with Large Language Models
Maximilian Kreutner
Jens Rupprecht
Georg Ahnert
Ahmed Salem
Markus Strohmaier
LM&MA
161
0
0
09 Dec 2025
De novo generation of functional terpene synthases using TpsGPT
De novo generation of functional terpene synthases using TpsGPT
Hamsini Ramanathan
Roman Bushuiev
Matouš Soldát
Jirí Kohout
Téo Hebra
Joshua David Smith
Josef Sivic
Tomáš Pluskal
LM&MA
99
0
0
09 Dec 2025
HealthcareNLP: where are we and what is next?
HealthcareNLP: where are we and what is next?
Lifeng Han
Paul Rayson
Suzan Verberne
Andrew Moore
Goran Nenadic
LM&MA
122
0
0
09 Dec 2025
Large Language Model-Based Generation of Discharge Summaries
Large Language Model-Based Generation of Discharge Summaries
Tiago Rodrigues
Carla Teixeira Lopes
LM&MA
48
0
0
07 Dec 2025
Optimizing Medical Question-Answering Systems: A Comparative Study of Fine-Tuned and Zero-Shot Large Language Models with RAG Framework
Optimizing Medical Question-Answering Systems: A Comparative Study of Fine-Tuned and Zero-Shot Large Language Models with RAG Framework
Tasnimul Hassan
Md Faisal Karim
Haziq Jeelani
Elham Behnam
Robert Green
Fayeq Jeelani Syed
LM&MAAI4MH
196
0
0
05 Dec 2025
Empathy by Design: Aligning Large Language Models for Healthcare Dialogue
Empathy by Design: Aligning Large Language Models for Healthcare Dialogue
Emre Umucu
Guillermina Solis
Leon Garza
Emilia Rivas
Beatrice Lee
Anantaa Kotal
Aritran Piplai
LM&MA
116
0
0
05 Dec 2025
Language Models as Semantic Teachers: Post-Training Alignment for Medical Audio Understanding
Language Models as Semantic Teachers: Post-Training Alignment for Medical Audio Understanding
Tsai-Ning Wang
Lin-Lin Chen
Neil Zeghidour
Aaqib Saeed
LM&MA
76
0
0
04 Dec 2025
Balancing Safety and Helpfulness in Healthcare AI Assistants through Iterative Preference Alignment
Balancing Safety and Helpfulness in Healthcare AI Assistants through Iterative Preference Alignment
Huy Nghiem
Swetasudha Panda
Devashish Khatwani
Huy V. Nguyen
Krishnaram Kenthapadi
Hal Daumé III
LM&MA
64
0
0
03 Dec 2025
A benchmark dataset for evaluating Syndrome Differentiation and Treatment in large language models
A benchmark dataset for evaluating Syndrome Differentiation and Treatment in large language models
Kunning Li
Jianbin Guo
Zhaoyang Shang
Yiqing Liu
Hongmin Du
Lingling Liu
Yuping Zhao
Lifeng Dong
LM&MAELM
77
0
0
02 Dec 2025
Tackling Tuberculosis: A Comparative Dive into Machine Learning for Tuberculosis Detection
Tackling Tuberculosis: A Comparative Dive into Machine Learning for Tuberculosis Detection
Daanish Hindustani
Sanober Hindustani
Preston Nguyen
LM&MA
38
0
0
02 Dec 2025
Conveying Imagistic Thinking in Traditional Chinese Medicine Translation: A Prompt Engineering and LLM-Based Evaluation Framework
Conveying Imagistic Thinking in Traditional Chinese Medicine Translation: A Prompt Engineering and LLM-Based Evaluation Framework
Jiatong Han
LM&MA
64
0
0
01 Dec 2025
Generalist Large Language Models Outperform Clinical Tools on Medical Benchmarks
Krithik Vishwanath
Mrigayu Ghosh
Anton Alyakin
Daniel Alexander Alber
Yindalon Aphinyanaphongs
Eric Karl Oermann
LM&MAELMAI4MH
153
0
0
01 Dec 2025
First, do NOHARM: towards clinically safe large language models
First, do NOHARM: towards clinically safe large language models
David Wu
Fateme Nateghi Haredasht
Saloni Kumar Maharaj
Priyank Jain
Jessica Tran
...
Jason Hom
Arnold Milstein
Adam Rodman
Jonathan H. Chen
Ethan Goh
LM&MAELMAI4MH
209
0
0
01 Dec 2025
Comparative Evaluation of Generative AI Models for Chest Radiograph Report Generation in the Emergency Department
Comparative Evaluation of Generative AI Models for Chest Radiograph Report Generation in the Emergency Department
Woo Hyeon Lim
Ji Young Lee
Jong Hyuk Lee
Saehoon Kim
Hyungjin Kim
LM&MA
168
0
0
29 Nov 2025
OralGPT-Omni: A Versatile Dental Multimodal Large Language Model
OralGPT-Omni: A Versatile Dental Multimodal Large Language Model
Jing Hao
Yuci Liang
Lizhuo Lin
Yuxuan Fan
Wenkai Zhou
...
Qiankun Li
Hao Tang
James Kit-Hon Tsoi
Linlin Shen
Kuo Feng Hung
LM&MAAI4CE
225
0
0
27 Nov 2025
MTBBench: A Multimodal Sequential Clinical Decision-Making Benchmark in Oncology
MTBBench: A Multimodal Sequential Clinical Decision-Making Benchmark in Oncology
Kiril Vasilev
Alexandre Misrahi
Eeshaan Jain
Phil F Cheng
Petros Liakopoulos
Olivier Michielin
Michael Moor
Charlotte Bunne
LM&MA
220
1
0
25 Nov 2025
NNGPT: Rethinking AutoML with Large Language Models
NNGPT: Rethinking AutoML with Large Language Models
Roman Kochnev
Waleed Khalid
Tolgay Atinc Uzun
X. Zhang
Yashkumar Sanjaybhai Dhameliya
...
Chandini Vysyaraju
Raghuvir Duvvuri
Avi Goyal
D. Ignatov
Radu Timofte
LM&MALRM
155
4
0
25 Nov 2025
Assessing LLMs' Performance: Insights from the Chinese Pharmacist Exam
Assessing LLMs' Performance: Insights from the Chinese Pharmacist Exam
Xinran Wang
Boran Zhu
Shujuan Zhou
Ziwen Long
Dehua Zhou
Shu Zhang
ELMLM&MA
252
0
0
25 Nov 2025
LungEvaty: A Scalable, Open-Source Transformer-based Deep Learning Model for Lung Cancer Risk Prediction in LDCT Screening
LungEvaty: A Scalable, Open-Source Transformer-based Deep Learning Model for Lung Cancer Risk Prediction in LDCT Screening
Johannes Brandt
Maulik Chevli
R. Braren
Georgios Kaissis
Philip Muller
Daniel Rueckert
LM&MAMedIm
295
0
0
25 Nov 2025
Vision-Language Models for Automated 3D PET/CT Report Generation
Vision-Language Models for Automated 3D PET/CT Report Generation
Wenpei Jiao
Kun Shang
Hui Li
Ke Yan
Jiajin Zhang
...
Lijuan Guo
Yan Wan
Xing Yang
D. Jin
Zhaoheng Xie
MedImLM&MA
443
0
0
25 Nov 2025
Navigating Gigapixel Pathology Images with Large Multimodal Models
Navigating Gigapixel Pathology Images with Large Multimodal Models
Thomas A. Buckley
Kian R. Weihrauch
Katherine Latham
Andrew Z. Zhou
Padmini A. Manrai
Arjun K. Manrai
LM&MA
165
0
0
24 Nov 2025
Health system learning achieves generalist neuroimaging models
Health system learning achieves generalist neuroimaging modelsResearch Square (RS), 2025
A. Kondepudi
Akshay Rao
Chenhui Zhao
Yiwei Lyu
Samir Harake
...
Brian Athey
Vikas Gulani
Aditya Pandey
Honglak Lee
Todd C. Hollon
MedImLM&MA
271
0
0
23 Nov 2025
LungX: A Hybrid EfficientNet-Vision Transformer Architecture with Multi-Scale Attention for Accurate Pneumonia Detection
LungX: A Hybrid EfficientNet-Vision Transformer Architecture with Multi-Scale Attention for Accurate Pneumonia Detection
Mansur Yerzhanuly
ViTMedImLM&MA
198
0
0
23 Nov 2025
Clinician-Directed Large Language Model Software Generation for Therapeutic Interventions in Physical Rehabilitation
Clinician-Directed Large Language Model Software Generation for Therapeutic Interventions in Physical Rehabilitation
Edward J. Kim
Yuri Cho
Jose Eduardo E. Lima
Julie Muccini
Jenelle Jindal
...
Wiktor Rajca
Cathra Halabi
Maarten Lansberg
Bjoern Hartmann
Sanjit A. Seshia
LM&MA
229
0
0
23 Nov 2025
PathAgent: Toward Interpretable Analysis of Whole-slide Pathology Images via Large Language Model-based Agentic Reasoning
PathAgent: Toward Interpretable Analysis of Whole-slide Pathology Images via Large Language Model-based Agentic Reasoning
Jingyun Chen
Linghan Cai
Zhikang Wang
Yi Huang
Songhan Jiang
Shenjin Huang
Hongpeng Wang
Yongbing Zhang
LLMAGLM&RoLM&MALRM
310
1
0
21 Nov 2025
Pillar-0: A New Frontier for Radiology Foundation Models
Pillar-0: A New Frontier for Radiology Foundation Models
Kumar Krishna Agrawal
Longchao Liu
Long Lian
Michael Nercessian
Natalia Harguindeguy
...
Florian Fintelmann
Trevor Darrell
Yutong Bai
Maggie Chung
Adam Yala
MedImLM&MAVLM
287
0
0
21 Nov 2025
MedImageInsight for Thoracic Cavity Health Classification from Chest X-rays
MedImageInsight for Thoracic Cavity Health Classification from Chest X-rays
Rama Krishna Boya
Mohan Kireeti Magalanadu
Azaruddin Palavalli
Rupa Ganesh Tekuri
Amrit Pattanayak
Prasanthi Enuga
Vignesh Esakki Muthu
Vivek Aditya Boya
LM&MA
129
0
0
21 Nov 2025
Can we use LLMs to bootstrap reinforcement learning? -- A case study in digital health behavior change
Can we use LLMs to bootstrap reinforcement learning? -- A case study in digital health behavior change
Nele Albers
Esra Cemre Su de Groot
Loes Keijsers
Manon H. Hillegers
Emiel Krahmer
OffRLLM&MA
268
0
0
19 Nov 2025
MedBench v4: A Robust and Scalable Benchmark for Evaluating Chinese Medical Language Models, Multimodal Models, and Intelligent Agents
MedBench v4: A Robust and Scalable Benchmark for Evaluating Chinese Medical Language Models, Multimodal Models, and Intelligent Agents
Jinru Ding
Lu Lu
Chao Ding
Mouxiao Bian
Jiayuan Chen
...
Rongzhao Zhang
Luyi Jiang
Bing Han
Y Samuel Wang
Jie Xu
LM&MAELM
340
0
0
18 Nov 2025
Machine Learning Models for Predicting Smoking-Related Health Decline and Disease Risk
Machine Learning Models for Predicting Smoking-Related Health Decline and Disease Risk
Vaskar Chakma
MD Jaheid Hasan Nerab
Abdur Rouf
Abu Sayed
Hossem MD Saim
Md. Nournabi Khan
LM&MA
123
0
0
18 Nov 2025
nnMIL: A generalizable multiple instance learning framework for computational pathology
nnMIL: A generalizable multiple instance learning framework for computational pathology
Xiangde Luo
Jinxi Xiang
Yuanfeng Ji
Ruijiang Li
LM&MA
194
0
0
18 Nov 2025
A Specialized Large Language Model for Clinical Reasoning and Diagnosis in Rare Diseases
A Specialized Large Language Model for Clinical Reasoning and Diagnosis in Rare Diseases
Tao Yang
Dandan Huang
Yunting Lin
P. Wu
Zhikun Wu
...
Wen Zhang
Huimin Xia
Li Liu
Wenhao Zhou
Mulin Jun Li
LM&MALRM
194
0
0
18 Nov 2025
Can Large Language Models Function as Qualified Pediatricians? A Systematic Evaluation in Real-World Clinical Contexts
Can Large Language Models Function as Qualified Pediatricians? A Systematic Evaluation in Real-World Clinical Contexts
Siyu Zhu
Mouxiao Bian
Yue Xie
Yongyu Tang
Zhikang Yu
Tianbin Li
Pengcheng Chen
Bing Han
Jie Xu
Xiaoyan Dong
LM&MAELMAI4MH
212
0
0
17 Nov 2025
Human-Level and Beyond: Benchmarking Large Language Models Against Clinical Pharmacists in Prescription Review
Human-Level and Beyond: Benchmarking Large Language Models Against Clinical Pharmacists in Prescription Review
Yan Yang
Mouxiao Bian
Peiling Li
Bingjian Wen
Ruiyao Chen
...
Pengcheng Chen
Bing Han
Jie Xu
Kaifeng Qiu
Junyan Wu
LM&MAELMAI4MH
283
0
0
17 Nov 2025
MedGEN-Bench: Contextually entangled benchmark for open-ended multimodal medical generation
MedGEN-Bench: Contextually entangled benchmark for open-ended multimodal medical generation
Junjie Yang
Yuhao Yan
Gang Wu
Y Samuel Wang
Ruoyu Liang
...
Xiang Wan
Fenglei Fan
Yongquan Zhang
Feiwei Qin
Changmiao Wang
MedImLM&MAVLM
401
0
0
17 Nov 2025
QwenCLIP: Boosting Medical Vision-Language Pretraining via LLM Embeddings and Prompt tuning
QwenCLIP: Boosting Medical Vision-Language Pretraining via LLM Embeddings and Prompt tuning
Xiaoyang Wei
Camille Kurtz
Florence Cloppet
MedImLM&MAVLM
352
0
0
17 Nov 2025
Generalist Foundation Models Are Not Clinical Enough for Hospital Operations
Generalist Foundation Models Are Not Clinical Enough for Hospital Operations
L. Jiang
Angelica Chen
Xu Han
Xujin C. Liu
Radhika Dua
...
Jaden Stryker
Jin Vivian Lee
Yindalon Aphinyanaphongs
K. Cho
Eric Oermann
LM&MAAI4MH
338
1
0
17 Nov 2025
Medical Knowledge Intervention Prompt Tuning for Medical Image Classification
Medical Knowledge Intervention Prompt Tuning for Medical Image ClassificationIEEE Transactions on Medical Imaging (IEEE TMI), 2025
Ye Du
Nanxi Yu
Shujun Wang
LM&MAVLM
148
0
0
16 Nov 2025
MedPT: A Massive Medical Question Answering Dataset for Brazilian-Portuguese Speakers
MedPT: A Massive Medical Question Answering Dataset for Brazilian-Portuguese Speakers
Fernanda Bufon Färber
Iago Alves Brito
Julia Soares Dollis
Pedro Schindler Freire Brasil Ribeiro
R. T. Sousa
A. R. G. Filho
LM&MA
145
0
0
14 Nov 2025
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