Title
Neuradicon: operational representation learning of neuroimaging reports Henry Watkins Robert J. Gray Adam Julius Y. Mah W. H. Pinaya ... Jorge M. Cardoso Sebastien Ourselin Geraint Rees Rolf Jaeger P. Nachev MedIm 949 3 0 20 Jan 2025
Conversational Text Extraction with Large Language Models Using Retrieval-Augmented Systems Soham Roy Mitul Goswami Nisharg Nargund Suneeta Mohanty Prasant Kumar Pattnaik RALM 201 2 0 20 Jan 2025
A Comprehensive Survey of Foundation Models in MedicineIEEE Reviews in Biomedical Engineering (RBME), 2024 Wasif Khan Seowung Leem Kyle B. See Joshua K. Wong Shaoting Zhang R. Fang AI4CE LM&MA VLM 586 61 0 17 Jan 2025
A Comprehensive Survey of Large Language Models and Multimodal Large Language Models in MedicineInformation Fusion (Inf. Fusion), 2024 Hanguang Xiao Feizhong Zhou Xianglong Liu Tianqi Liu Zhipeng Li Xin Liu Xiaoxuan Huang AILaw LM&MA LRM 371 69 0 31 Dec 2024
BioBridge: Unified Bio-Embedding with Bridging Modality in Code-Switched EMRIEEE Access (IEEE Access), 2024 Jangyeong Jeon Sangyeon Cho Dongjoon Lee Changhee Lee Junyeong Kim 171 0 0 16 Dec 2024
Large Language Models for Medical Forecasting -- Foresight 2 Z. Kraljevic Joshua Au Yeung D. Bean James T. Teo Richard J. B. Dobson LM&MA 177 2 0 14 Dec 2024
Does your model understand genes? A benchmark of gene properties for biological and text models Yoav Kan-Tor Michael M. Danziger Eden Zohar Matan Ninio Yishai Shimoni 163 2 0 05 Dec 2024
Another look at inference after prediction Jessica L. Gronsbell Jianhui Gao Yaqi Shi Z. McCaw David Cheng 338 10 0 29 Nov 2024
L3Ms -- Lagrange Large Language ModelsInternational Conference on Learning Representations (ICLR), 2024 Guneet S. Dhillon Xingjian Shi Yee Whye Teh Alex Smola 947 1 0 28 Oct 2024
Enhancing Safety in Reinforcement Learning with Human Feedback via Rectified Policy Optimization Xiyue Peng Hengquan Guo Jiawei Zhang Dongqing Zou Ziyu Shao Honghao Wei Xin Liu 249 4 0 25 Oct 2024
Enhancing Multimodal Medical Image Classification using Cross-Graph Modal Contrastive Learning Jun-En Ding Chien-Chin Hsu Chi-Hsiang Chu Shuqiang Wang Feng Liu 391 2 0 23 Oct 2024
DeLLiriuM: A large language model for delirium prediction in the ICU using structured EHRResearch Square (RS), 2024 Miguel Contreras Sumit Kapoor Jiaqing Zhang Andrea Davidson Yuanfang Ren Ziyuan Guan T. Ozrazgat-Baslanti Subhash Nerella A. Bihorac Parisa Rashidi 231 8 0 22 Oct 2024
Fine-tuning foundational models to code diagnoses from veterinary health records Mayla R. Boguslav Adam Kiehl David Kott G. Joseph Strecker Tracy Webb Nadia Saklou Terri Ward Michael Kirby LM&MA 219 3 0 19 Oct 2024
What's New in My Data? Novelty Exploration via Contrastive GenerationInternational Conference on Learning Representations (ICLR), 2024 Masaru Isonuma Ivan Titov 166 0 0 18 Oct 2024
Disease Entity Recognition and Normalization is Improved with Large Language Model Derived Synthetic Normalized Mentions Kuleen Sasse Shinjitha Vadlakonda Richard Kennedy J. D. Osborne AI4CE 151 1 0 10 Oct 2024
Bridging Today and the Future of Humanity: AI Safety in 2024 and Beyond Shanshan Han 495 1 0 09 Oct 2024
Reasoning-Enhanced Healthcare Predictions with Knowledge Graph Community RetrievalInternational Conference on Learning Representations (ICLR), 2024 Pengcheng Jiang Cao Xiao Minhao Jiang Parminder Bhatia Taha A. Kass-Hout Jimeng Sun Jiawei Han RALM AI4MH 291 22 0 06 Oct 2024
HealthQ: Unveiling Questioning Capabilities of LLM Chains in Healthcare ConversationsSmart Health (SH), 2024 Ziyu Wang Hao Li Di Huang Amir M. Rahmani Chae-Won Shin Amir M. Rahmani LM&MA 303 27 0 28 Sep 2024
Using LLM for Real-Time Transcription and Summarization of Doctor-Patient Interactions into ePuskesmas in Indonesia: A Proof-of-Concept Study Azmul Asmar Irfan Azmul Asmar Irfan Mansur M. Arief 123 2 0 25 Sep 2024
Lessons Learned on Information Retrieval in Electronic Health Records: A Comparison of Embedding Models and Pooling Strategies Skatje Myers Timothy A. Miller Yanjun Gao M. Churpek Anoop Mayampurath Dmitriy Dligach Majid Afshar 170 10 0 23 Sep 2024
Using Large Language Models to Generate Clinical Trial Tables and Figures Yumeng Yang Peter Krusche Kristyn Pantoja Cheng Shi Ethan B. Ludmir Kirk Roberts Gen Zhu LM&MA LMTD 253 0 0 18 Sep 2024
Evaluating the Effectiveness of Large Language Models in Representing and Understanding Movement Trajectories Yuhan Ji Song Gao 59 0 0 31 Aug 2024
A Survey for Large Language Models in BiomedicineArtificial Intelligence in Medicine (AIM), 2024 Chong Wang Mengyao Li Junjun He Zhongruo Wang Erfan Darzi ... Yi Yu Pietro Liò Tianyun Wang Yu Guang Wang Yiqing Shen LM&MA 301 0 0 29 Aug 2024
Deep Transfer Learning for Kidney Cancer Diagnosis Yassine Habchi Hamza Kheddar Yassine Himeur A. Boukabou Shadi Atalla Shadi Atalla Hussain Al-Ahmad Hussain Al Ahmad 304 5 0 08 Aug 2024
XMainframe: A Large Language Model for Mainframe Modernization Anh T. V. Dau Hieu Trung Dao Anh Tuan Nguyen Hieu Trung Tran Phong X. Nguyen Nghi D. Q. Bui 270 3 0 05 Aug 2024
UF-HOBI at "Discharge Me!": A Hybrid Solution for Discharge Summary Generation Through Prompt-based Tuning of GatorTronGPT Models Mengxian Lyu C.A.I. Peng Daniel Paredes Ziyi Chen Aokun Chen Jiang Bian Yonghui Wu 128 3 0 22 Jul 2024
Evaluating Large Language Models for Anxiety and Depression Classification using Counseling and Psychotherapy Transcripts Junwei Sun Siqi Ma Yiran Fan Peter Washington AI4MH 136 1 0 18 Jul 2024
Performance Evaluation of Lightweight Open-source Large Language Models in Pediatric Consultations: A Comparative Analysis Qiuhong Wei Ying Cui Mengwei Ding Yanqin Wang Lingling Xiang Zhengxiong Yao Ceran Chen Ying Long Zhezhen Jin Ximing Xu ELM LM&MA AI4MH 105 0 0 16 Jul 2024
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 270 1 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 88 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 170 4 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 214 12 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 179 0 0 24 Jun 2024
A Complete Survey on LLM-based AI Chatbots Sumit Kumar Dam Choong Seon Hong Yu Qiao Chaoning Zhang 222 109 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 158 3 0 11 Jun 2024
Transforming Wearable Data into Personal Health Insights using Large Language Model Agents Mike A. Merrill Akshay Paruchuri N. Rezaei G. Kovács Javier Perez ... Shwetak N. Patel Jiening Zhan Tim Althoff Daniel J. McDuff Xin Liu LM&MA LLMAG AI4CE 351 18 0 10 Jun 2024
Chain-of-Scrutiny: Detecting Backdoor Attacks for Large Language ModelsAnnual Meeting of the Association for Computational Linguistics (ACL), 2024 Xi Li Ruofan Mao Yusen Zhang Renze Lou Chen Wu Jiaqi Wang LRM AAML 345 20 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 131 6 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 209 36 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 183 12 0 31 May 2024
Multi-modality Regional Alignment Network for Covid X-Ray Survival Prediction and Report GenerationIEEE journal of biomedical and health informatics (IEEE JBHI), 2024 Zhusi Zhong Jie Li J. Sollee Scott Collins Harrison X. Bai Paul J Zhang Terrance Healey Michael Atalay Xinbo Gao Zhicheng Jiao 158 2 0 23 May 2024
Use of natural language processing to extract and classify papillary thyroid cancer features from surgical pathology reportsEndocrine Practice (Endocr Pract.), 2024 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 160 4 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 355 17 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 191 44 0 20 May 2024
HoneyBee: A Scalable Modular Framework for Creating Multimodal Oncology Datasets with Foundational Embedding Models Aakash Tripathi Asim Waqas M. Schabath Yasin Yilmaz Ghulam Rasool 370 6 0 13 May 2024
MedConceptsQA: Open Source Medical Concepts QA Benchmark Ofir Ben Shoham Nadav Rappoport AI4MH ELM 218 10 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 160 60 0 07 May 2024
Exploiting ChatGPT for Diagnosing Autism-Associated Language Disorders and Identifying Distinct FeaturesResearch Square (RS), 2024 Chuanbo Hu Wenqi Li Mindi Ruan Xiangxu Yu Lynn K. Paul Shuo Wang Xin Li 71 7 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 193 16 0 24 Apr 2024
Client-Centered Federated Learning for Heterogeneous EHRs: Use Fewer Participants to Achieve the Same Performance Jiyoun Kim J. Kim Kyunghoon Hur Edward Choi FedML 134 0 0 20 Apr 2024