Title
Interpretable graph-based models on multimodal biomedical data integration: A technical review and benchmarking Alireza Sadeghi F. Hajati A. Argha Nigel H Lovell Min Yang Hamid Alinejad-Rokny 27 0 0 03 May 2025
Aligning Large Language Models with Healthcare Stakeholders: A Pathway to Trustworthy AI Integration Kexin Ding Mu Zhou Akshay Chaudhari Shaoting Zhang Dimitris N. Metaxas LM&MA 41 0 0 02 May 2025
BRIDGE: Benchmarking Large Language Models for Understanding Real-world Clinical Practice Text Jiageng Wu Bowen Gu Ren Zhou Kevin Xie Doug Snyder ... S. Jonathan H. Chen Santiago Romero-Brufau K. J. Lin Jie Yang LM&MA ELM 92 0 0 28 Apr 2025
Adaptive Helpfulness-Harmlessness Alignment with Preference Vectors Ren-Wei Liang Chin-Ting Hsu Chan-Hung Yu Saransh Agrawal Shih-Cheng Huang Shang-Tse Chen Kuan-Hao Huang Shao-Hua Sun 76 0 0 27 Apr 2025
EMRModel: A Large Language Model for Extracting Medical Consultation Dialogues into Structured Medical Records Shuguang Zhao Qiangzhong Feng Zhiyang He Peipei Sun Yingying Wang ... Xiaoliang Lu Mei Cheng Xinyue Wu Yanyan Wang Wei Liang LM&MA 37 0 0 23 Apr 2025
Accelerating Clinical NLP at Scale with a Hybrid Framework with Reduced GPU Demands: A Case Study in Dementia Identification Jianlin Shi Qiwei Gan Elizabeth Hanchrow Annie Bowles John Stanley Adam P. Bress Jordana B. Cohen Patrick R. Alba 21 0 0 16 Apr 2025
Semantically Encoding Activity Labels for Context-Aware Human Activity Recognition Wen Ge Guanyi Mou Emmanuel O. Agu Kyumin Lee 33 0 0 10 Apr 2025
ChronoFormer: Time-Aware Transformer Architectures for Structured Clinical Event Modeling Yuanyun Zhang Shi Li 37 0 0 10 Apr 2025
Patients Speak, AI Listens: LLM-based Analysis of Online Reviews Uncovers Key Drivers for Urgent Care Satisfaction Xiaoran Xu Zhaoqian Xue Chi Zhang Jhonatan Medri Junjie Xiong Jiayan Zhou Jin Jin Yongfeng Zhang Siyuan Ma Lingyao Li 45 1 0 26 Mar 2025
Multimodal AI-driven Biomarker for Early Detection of Cancer Cachexia Sabeen Ahmed Nathan Parker Margaret Park Evan W. Davis Jennifer B. Permuth M. Schabath Yasin Yilmaz Ghulam Rasool 38 0 0 09 Mar 2025
Addressing Overprescribing Challenges: Fine-Tuning Large Language Models for Medication Recommendation Tasks Zihao Zhao Chenxiao Fan Chongming Gao Fuli Feng Xiangnan He LM&MA AI4MH 78 0 0 05 Mar 2025
Cancer Type, Stage and Prognosis Assessment from Pathology Reports using LLMs Rachit Saluja Jacob Rosenthal Yoav Artzi David J. Pisapia B. Liechty M. Sabuncu LM&MA ELM 63 0 0 03 Mar 2025
An evaluation of DeepSeek Models in Biomedical Natural Language Processing Zaifu Zhan Shuang Zhou Huixue Zhou Jiawen Deng Yu Hou Jeremy Yeung Rui Zhang ELM 49 0 0 01 Mar 2025
Cyber Defense Reinvented: Large Language Models as Threat Intelligence Copilots Xiaoqun Liu Jiacheng Liang Qiben Yan Muchao Ye Jinyuan Jia Zhaohan Xi Jinyuan Jia Zhaohan Xi 56 0 0 28 Feb 2025
Uncertainty-aware abstention in medical diagnosis based on medical texts Artem Vazhentsev Ivan Sviridov Alvard Barseghyan Gleb Kuzmin Alexander Panchenko A. Nesterov Artem Shelmanov Maxim Panov 51 0 0 25 Feb 2025
What are Models Thinking about? Understanding Large Language Model Hallucinations "Psychology" through Model Inner State Analysis Peiran Wang Yang Liu Yunfei Lu Jue Hong Ye Wu HILM LRM 67 0 0 20 Feb 2025
ECG-Expert-QA: A Benchmark for Evaluating Medical Large Language Models in Heart Disease Diagnosis Xu Wang Jiaju Kang Puyu Han Yubao Zhao Qian Liu Liwenfei He Lingqiong Zhang Lingyun Dai Yongcheng Wang Jie Tao LM&MA 60 1 0 16 Feb 2025
From large language models to multimodal AI: A scoping review on the potential of generative AI in medicine Lukas Buess Matthias Keicher Nassir Navab Andreas K. Maier Soroosh Tayebi Arasteh LM&MA 112 0 0 13 Feb 2025
Assessing the Impact of the Quality of Textual Data on Feature Representation and Machine Learning Models Tabinda Sarwar Antonio Jose Jimeno Yepes Lawrence Cavedon 58 0 0 12 Feb 2025
LAST SToP For Modeling Asynchronous Time Series Shubham Gupta Thibaut Durand Graham Taylor Lilian W. Białokozowicz AI4TS 42 0 0 04 Feb 2025
A Survey of Large Language Models for Healthcare: from Data, Technology, and Applications to Accountability and Ethics Kai He Rui Mao Qika Lin Yucheng Ruan Xiang Lan Mengling Feng Erik Cambria LM&MA AILaw 93 151 0 28 Jan 2025
Academic case reports lack diversity: Assessing the presence and diversity of sociodemographic and behavioral factors related to Post COVID-19 Condition Juan Andres Medina Florez Shaina Raza Rashida Lynn Zahra Shakeri Brendan T. Smith Elham Dolatabadi 64 0 0 21 Jan 2025
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 75 1 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 44 0 0 20 Jan 2025
A Comprehensive Survey of Foundation Models in Medicine Wasif Khan Seowung Leem Kyle B. See Joshua K. Wong Shaoting Zhang R. Fang AI4CE LM&MA VLM 95 17 0 17 Jan 2025
A Comprehensive Survey of Large Language Models and Multimodal Large Language Models in Medicine Hanguang Xiao Feizhong Zhou X. Liu Tianqi Liu Zhipeng Li Xin Liu Xiaoxuan Huang AILaw LM&MA LRM 59 17 0 31 Dec 2024
BioBridge: Unified Bio-Embedding with Bridging Modality in Code-Switched EMR Jangyeong Jeon Sangyeon Cho Dongjoon Lee Changhee Lee Junyeong Kim 70 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 69 0 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 60 1 0 05 Dec 2024
Another look at inference after prediction Jessica L. Gronsbell Jianhui Gao Yaqi Shi Z. McCaw David Cheng 57 0 0 29 Nov 2024
L3Ms -- Lagrange Large Language Models Guneet S. Dhillon Xingjian Shi Yee Whye Teh Alex Smola 67 0 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 34 0 0 25 Oct 2024
Enhancing Multimodal Medical Image Classification using Cross-Graph Modal Contrastive Learning Jun-En Ding Chien-Chin Hsu Feng Liu Shuqiang Wang Feng Liu 42 0 0 23 Oct 2024
DeLLiriuM: A large language model for delirium prediction in the ICU using structured EHR Miguel Contreras Sumit Kapoor Jiaqing Zhang Andrea Davidson Yuanfang Ren Ziyuan Guan T. Ozrazgat-Baslanti Subhash Nerella A. Bihorac Parisa Rashidi 27 1 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 20 0 0 19 Oct 2024
What's New in My Data? Novelty Exploration via Contrastive Generation Masaru Isonuma Ivan Titov 23 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 22 0 0 10 Oct 2024
Bridging Today and the Future of Humanity: AI Safety in 2024 and Beyond Shanshan Han 73 1 0 09 Oct 2024
Reasoning-Enhanced Healthcare Predictions with Knowledge Graph Community Retrieval Pengcheng Jiang Cao Xiao Minhao Jiang Parminder Bhatia Taha A. Kass-Hout Jimeng Sun Jiawei Han RALM AI4MH 43 4 0 06 Oct 2024
HealthQ: Unveiling Questioning Capabilities of LLM Chains in Healthcare Conversations Ziyu Wang Hao Li Di Huang Amir M. Rahmani Chae-Won Shin Amir M. Rahmani LM&MA 40 9 0 28 Sep 2024
Using LLM for Real-Time Transcription and Summarization of Doctor-Patient Interactions into ePuskesmas in Indonesia Azmul Asmar Irfan Nur Ahmad Khatim Mansur M. Arief 25 0 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 15 3 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 30 0 0 18 Sep 2024
Evaluating the Effectiveness of Large Language Models in Representing and Understanding Movement Trajectories Yuhan Ji Song Gao 22 0 0 31 Aug 2024
A Survey for Large Language Models in Biomedicine Chong Wang Mengyao Li Junjun He Zhongruo Wang Erfan Darzi ... Yi Yu Pietro Liò Tianyun Wang Yu Guang Wang Yiqing Shen LM&MA 34 9 0 29 Aug 2024
Deep Transfer Learning for Kidney Cancer Diagnosis Yassine Habchi Hamza Kheddar Yassine Himeur A. Boukabou Shadi Atalla W. Mansoor Hussain Al-Ahmad 40 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 27 1 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 19 2 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 49 0 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 36 0 0 16 Jul 2024