Title
DALL-M: Context-Aware Clinical Data Augmentation with LLMs Chihcheng Hsieh Catarina Moreira Isabel Blanco Nobre Sandra Costa Sousa Chun Ouyang M. Brereton Joaquim A. Jorge Jacinto C. Nascimento 46 0 0 11 Jul 2024
Automatic Extraction of Disease Risk Factors from Medical Publications Maxim Rubchinsky Ella Rabinovich Adi Shraibman Netanel Golan Tali Sahar D. Shweiki 21 0 0 10 Jul 2024
Interpretable Differential Diagnosis with Dual-Inference Large Language Models Shuang Zhou Sirui Ding Jiashuo Wang Mingquan Lin Genevieve B. Melton Rui Zhang LM&MA 30 2 0 10 Jul 2024
Large Language Models Struggle in Token-Level Clinical Named Entity Recognition Qiuhao Lu Rui Li Andrew Wen Jinlian Wang Liwei Wang Hongfang Liu LM&MA 31 1 0 30 Jun 2024
Evaluation of Language Models in the Medical Context Under Resource-Constrained Settings Andrea Posada Daniel Rueckert Felix Meissen Philip Muller LM&MA ELM 29 0 0 24 Jun 2024
A Complete Survey on LLM-based AI Chatbots Sumit Kumar Dam Choong Seon Hong Yu Qiao Chaoning Zhang 49 51 0 17 Jun 2024
Embedding-based Multimodal Learning on Pan-Squamous Cell Carcinomas for Improved Survival Outcomes Asim Waqas Aakash Tripathi Paul Stewart Mia Naeini Ghulam Rasool AI4CE 34 3 0 11 Jun 2024
Transforming Wearable Data into Health Insights using Large Language Model Agents Mike A. Merrill Akshay Paruchuri Naghmeh Rezaei Geza Kovacs Javier Perez ... Shwetak Patel Jiening Zhan Tim Althoff Daniel J. McDuff Xin Liu LM&MA LLMAG AI4CE 35 8 0 10 Jun 2024
Chain-of-Scrutiny: Detecting Backdoor Attacks for Large Language Models Xi Li Yusen Zhang Renze Lou Chen Wu Jiaqi Wang LRM AAML 37 11 0 10 Jun 2024
TCMD: A Traditional Chinese Medicine QA Dataset for Evaluating Large Language Models Ping Yu Kaitao Song Fengchen He Ming Chen Jianfeng Lu LM&MA 26 1 0 07 Jun 2024
A Survey on Medical Large Language Models: Technology, Application, Trustworthiness, and Future Directions Lei Liu Xiaoyan Yang Junchi Lei Xiaoyang Liu Yue Shen ... Peng Wei Jinjie Gu Zhixuan Chu Zhan Qin Kui Ren LM&MA AILaw 34 14 0 06 Jun 2024
GAMedX: Generative AI-based Medical Entity Data Extractor Using Large Language Models Mohammed-Khalil Ghali Abdelrahman Farrag Hajar Sakai Hicham El Baz Yu Jin Sarah Lam LM&MA MedIm 32 8 0 31 May 2024
Multi-modality Regional Alignment Network for Covid X-Ray Survival Prediction and Report Generation Zhusi Zhong Jie Li J. Sollee Scott Collins Harrison X. Bai Paul J Zhang Terrance Healey Michael Atalay Xinbo Gao Zhicheng Jiao 24 1 0 23 May 2024
Use of natural language processing to extract and classify papillary thyroid cancer features from surgical pathology reports Ricardo Loor-Torres Yuqi Wu Esteban Cabezas Mariana Borras D. Toro-Tobón ... Cristian Soto Jacome Jungwei W. Fan N. Ospina Yonghui Wu Juan P. Brito 19 3 0 22 May 2024
OLAPH: Improving Factuality in Biomedical Long-form Question Answering Minbyul Jeong Hyeon Hwang Chanwoong Yoon Taewhoo Lee Jaewoo Kang MedIm HILM LM&MA 38 12 0 21 May 2024
Large Language Models for Medicine: A Survey Yanxin Zheng Wensheng Gan Zefeng Chen Zhenlian Qi Qian Liang Philip S. Yu LM&MA 16 15 0 20 May 2024
HoneyBee: A Scalable Modular Framework for Creating Multimodal Oncology Datasets with Foundational Embedding Models Aakash Tripathi Asim Waqas Yasin Yilmaz Ghulam Rasool 29 5 0 13 May 2024
MedConceptsQA: Open Source Medical Concepts QA Benchmark Ofir Ben Shoham Nadav Rappoport AI4MH ELM 24 6 0 12 May 2024
KV Cache is 1 Bit Per Channel: Efficient Large Language Model Inference with Coupled Quantization Tianyi Zhang Jonah Yi Zhaozhuo Xu Anshumali Shrivastava MQ 29 25 0 07 May 2024
Exploiting ChatGPT for Diagnosing Autism-Associated Language Disorders and Identifying Distinct Features Chuanbo Hu Wenqi Li Mindi Ruan Xiangxu Yu Lynn K. Paul Shuo Wang Xin Li 16 3 0 03 May 2024
Lessons from the Use of Natural Language Inference (NLI) in Requirements Engineering Tasks Mohamad Fazelnia Viktoria Koscinski Spencer Herzog Mehdi Mirakhorli 21 7 0 24 Apr 2024
Leveraging Large Language Model as Simulated Patients for Clinical Education Yaneng Li Cheng Zeng Jialun Zhong Ruoyu Zhang Minhao Zhang Lei Zou AI4Ed LM&MA 32 14 0 13 Apr 2024
Advancing Real-time Pandemic Forecasting Using Large Language Models: A COVID-19 Case Study H. Du Jianan Zhao Yang Katie Zhao Shaochong Xu Xihong Lin Yiran Chen Lauren M. Gardner H. Yang 23 2 0 10 Apr 2024
Global Contrastive Training for Multimodal Electronic Health Records with Language Supervision Yingbo Ma Suraj Kolla Zhenhong Hu Dhruv Kaliraman Victoria Nolan ... Jeremy A. Balch Tyler J. Loftus Parisa Rashidi A. Bihorac B. Shickel AI4TS 25 1 0 10 Apr 2024
Foundation Model for Advancing Healthcare: Challenges, Opportunities, and Future Directions Yuting He Fuxiang Huang Xinrui Jiang Yuxiang Nie Minghao Wang Jiguang Wang Hao Chen LM&MA AI4CE 71 27 0 04 Apr 2024
Large Language Models in Biomedical and Health Informatics: A Bibliometric Review Huizi Yu Lizhou Fan Lingyao Li Jiayan Zhou Zihui Ma ... Sijia He Mingyu Jin Yongfeng Zhang Ashvin Gandhi Xin Ma LM&MA 32 11 0 24 Mar 2024
Foundation Models for Time Series Analysis: A Tutorial and Survey Yuxuan Liang Haomin Wen Yuqi Nie Yushan Jiang Ming Jin Dongjin Song Shirui Pan Qingsong Wen AI4TS AI4CE 87 112 0 21 Mar 2024
Automatic Summarization of Doctor-Patient Encounter Dialogues Using Large Language Model through Prompt Tuning Mengxian Lyu C.A.I. Peng Xiaohan Li Patrick Balian Jiang Bian Yonghui Wu LM&MA AI4MH 25 2 0 19 Mar 2024
LLMs-based Few-Shot Disease Predictions using EHR: A Novel Approach Combining Predictive Agent Reasoning and Critical Agent Instruction Hejie Cui Zhuocheng Shen Jieyu Zhang Hui Shao Lianhui Qin Joyce C. Ho Carl Yang LM&MA 37 12 0 19 Mar 2024
Improving Generalizability of Extracting Social Determinants of Health Using Large Language Models through Prompt-tuning C.A.I. Peng Zehao Yu Kaleb E. Smith W. Lo‐Ciganic Jiang Bian Yonghui Wu LM&MA 22 1 0 19 Mar 2024
Narrative Feature or Structured Feature? A Study of Large Language Models to Identify Cancer Patients at Risk of Heart Failure Ziyi Chen Mengyuan Zhang M. M. Ahmed Yi Guo T. George Jiang Bian Yonghui Wu 16 2 0 18 Mar 2024
Exploring the Comprehension of ChatGPT in Traditional Chinese Medicine Knowledge Yizhen Li Shaohan Huang Jiaxing Qi Lei Quan Dongran Han Zhongzhi Luan LM&MA AI4MH 27 4 0 14 Mar 2024
Apollo: A Lightweight Multilingual Medical LLM towards Democratizing Medical AI to 6B People Xidong Wang Nuo Chen Junying Chen Yan Hu Yidong Wang Xiangbo Wu Anningzhe Gao Xiang Wan Haizhou Li Benyou Wang LM&MA 33 25 0 06 Mar 2024
Vision-Language Models for Medical Report Generation and Visual Question Answering: A Review Iryna Hartsock Ghulam Rasool 38 62 0 04 Mar 2024
EHRNoteQA: An LLM Benchmark for Real-World Clinical Practice Using Discharge Summaries Sunjun Kweon Jiyoun Kim Heeyoung Kwak Dongchul Cha Hangyul Yoon Kwanghyun Kim Jeewon Yang Seunghyun Won Edward Choi LM&MA 30 4 0 25 Feb 2024
ED-Copilot: Reduce Emergency Department Wait Time with Language Model Diagnostic Assistance Liwen Sun Abhineet Agarwal Aaron E. Kornblith Bin-Xia Yu Chenyan Xiong 45 4 0 21 Feb 2024
RareBench: Can LLMs Serve as Rare Diseases Specialists? Xuanzhong Chen Xiaohao Mao Qihan Guo Lun Wang Shuyang Zhang Ting Chen ELM LM&MA AI4MH 53 21 0 09 Feb 2024
Empowering Time Series Analysis with Large Language Models: A Survey Yushan Jiang Zijie Pan Xikun Zhang Sahil Garg Anderson Schneider Yuriy Nevmyvaka Dongjin Song AI4TS AIFin 87 47 0 05 Feb 2024
Weaver: Foundation Models for Creative Writing Tiannan Wang Jiamin Chen Qingrui Jia Shuai Wang Ruoyu Fang ... Xiaohua Xu Ningyu Zhang Huajun Chen Yuchen Eleanor Jiang Wangchunshu Zhou 20 18 0 30 Jan 2024
TA-RNN: an Attention-based Time-aware Recurrent Neural Network Architecture for Electronic Health Records Mohammad Al Olaimat S. Bozdag AI4TS MU 11 5 0 26 Jan 2024
Evaluation of General Large Language Models in Contextually Assessing Semantic Concepts Extracted from Adult Critical Care Electronic Health Record Notes Darren Liu Cheng Ding Delgersuren Bold Monique Bouvier Jiaying Lu ... Laurie Dimisko Ran Xiao J. H. Yoon Carl Yang Xiaoping Hu LM&MA ELM AI4MH 13 4 0 24 Jan 2024
Enhancing Large Language Models for Clinical Decision Support by Incorporating Clinical Practice Guidelines David Oniani Xizhi Wu Shyam Visweswaran S. Kapoor Shravan Kooragayalu Katelyn Polanska Yanshan Wang LM&MA ELM AI4MH 25 8 0 20 Jan 2024
Impact of Large Language Model Assistance on Patients Reading Clinical Notes: A Mixed-Methods Study Niklas Mannhardt Elizabeth Bondi-Kelly Barbara D. Lam Chloe P. O'Connell M. Asiedu ... Tatiana Urman I. Riaz Catherine E. Ricciardi Marzyeh Ghassemi David Sontag LM&MA 30 4 0 17 Jan 2024
EHRAgent: Code Empowers Large Language Models for Few-shot Complex Tabular Reasoning on Electronic Health Records Wenqi Shi Ran Xu Yuchen Zhuang Yue Yu Jieyu Zhang Hang Wu Yuanda Zhu Joyce C. Ho Carl Yang M. D. Wang 24 26 0 13 Jan 2024
Low-resource classification of mobility functioning information in clinical sentences using large language models Tuan-Dung Le Thanh Duong Thanh Thieu 24 0 0 15 Dec 2023
Large language models in healthcare and medical domain: A review Zabir Al Nazi Wei Peng LM&MA 24 130 0 12 Dec 2023
Generative Large Language Models Are All-purpose Text Analytics Engines: Text-to-text Learning Is All Your Need C.A.I. Peng Xi Yang Aokun Chen Zehao Yu Kaleb E. Smith Anthony B Costa Mona G. Flores Jiang Bian Yonghui Wu LM&MA 17 6 0 11 Dec 2023
BioLORD-2023: Semantic Textual Representations Fusing LLM and Clinical Knowledge Graph Insights François Remy Kris Demuynck Thomas Demeester 32 3 0 27 Nov 2023
Taiyi: A Bilingual Fine-Tuned Large Language Model for Diverse Biomedical Tasks Ling Luo Jinzhong Ning Yingwen Zhao Zhijun Wang Zeyuan Ding ... Yuqi Liu Zhihao Yang Jian Wang Yuanyuan Sun Hongfei Lin LM&MA 91 48 0 20 Nov 2023
A Survey of Large Language Models in Medicine: Progress, Application, and Challenge Hongjian Zhou Fenglin Liu Boyang Gu Xinyu Zou Jinfa Huang ... Yefeng Zheng Lei A. Clifton Zheng Li Fenglin Liu David A. Clifton LM&MA 31 106 0 09 Nov 2023