Title
Towards Accurate Differential Diagnosis with Large Language Models Daniel J. McDuff M. Schaekermann Tao Tu Anil Palepu Amy Wang ... G. Corrado Yossi Matias Jacob Sunshine Alan Karthikesalingam Vivek Natarajan ELM LM&MA 40 74 0 30 Nov 2023
Consensus, dissensus and synergy between clinicians and specialist foundation models in radiology report generation Ryutaro Tanno D. G. Barrett Andrew Sellergren Sumedh Ghaisas Sumanth Dathathri ... S. Shetty Pushmeet Kohli Po-Sen Huang Alan Karthikesalingam Ira Ktena MedIm 30 11 0 30 Nov 2023
Enhancing Answer Selection in Community Question Answering with Pre-trained and Large Language Models Xinghang Hu 63 3 0 29 Nov 2023
Should we be going MAD? A Look at Multi-Agent Debate Strategies for LLMs Andries P. Smit Paul Duckworth Nathan Grinsztajn Thomas D. Barrett Arnu Pretorius 24 20 0 29 Nov 2023
Biomedical knowledge graph-optimized prompt generation for large language models Karthik Soman Peter W Rose John H Morris Rabia E Akbas Brett Smith ... Angela Rizk-Jackson Sharat Israni Charlotte A. Nelson Sui Huang Sergio Baranzini AI4MH 24 24 0 29 Nov 2023
FedECA: A Federated External Control Arm Method for Causal Inference with Time-To-Event Data in Distributed Settings Jean Ogier du Terrail Quentin Klopfenstein Honghao Li Imke Mayer Nicolas Loiseau Mohammad Hallal Félix Balazard M. Andreux 18 2 0 28 Nov 2023
Brain-ID: Learning Contrast-agnostic Anatomical Representations for Brain Imaging Peirong Liu Oula Puonti Xiaoling Hu Daniel C. Alexander Juan Eugenio Iglesias MedIm OOD 42 7 0 28 Nov 2023
Methods to Estimate Large Language Model Confidence Maia Kotelanski Robert Gallo Ashwin Nayak Thomas Savage LM&MA 26 6 0 28 Nov 2023
Can Generalist Foundation Models Outcompete Special-Purpose Tuning? Case Study in Medicine Harsha Nori Yin Tat Lee Sheng Zhang Dean Carignan Richard Edgar ... Hoifung Poon Tao Qin Naoto Usuyama Chris White Eric Horvitz LM&MA AI4MH MedIm ELM 47 294 0 28 Nov 2023
MEDITRON-70B: Scaling Medical Pretraining for Large Language Models Zeming Chen Alejandro Hernández Cano Angelika Romanou Antoine Bonnet Kyle Matoba ... Axel Marmet Syrielle Montariol Mary-Anne Hartley Martin Jaggi Antoine Bosselut LM&MA AI4MH MedIm 53 179 0 27 Nov 2023
BioLORD-2023: Semantic Textual Representations Fusing LLM and Clinical Knowledge Graph Insights François Remy Kris Demuynck Thomas Demeester 37 3 0 27 Nov 2023
End-to-End Breast Cancer Radiotherapy Planning via LMMs with Consistency Embedding Kwanyoung Kim Y. Oh S. Park H. Byun Joongyo Lee Jin Sung Kim Yong Bae Kim Jong Chul Ye 25 0 0 27 Nov 2023
Spatially Covariant Image Registration with Text Prompts Xiang Chen Min Liu Rongguang Wang Renjiu Hu Dongdong Liu Gaolei Li Hang Zhang MedIm 38 9 0 27 Nov 2023
Walking a Tightrope -- Evaluating Large Language Models in High-Risk Domains Chia-Chien Hung Wiem Ben-Rim Lindsay Frost Lars Bruckner Carolin (Haas) Lawrence AILaw ALM ELM 25 9 0 25 Nov 2023
Evaluating GPT-4's Vision Capabilities on Brazilian University Admission Exams Ramon Pires Thales Sales Almeida Hugo Queiroz Abonizio Rodrigo Nogueira ELM 25 3 0 23 Nov 2023
LM-Cocktail: Resilient Tuning of Language Models via Model Merging Shitao Xiao Zheng Liu Peitian Zhang Xingrun Xing MoMe KELM 97 24 0 22 Nov 2023
ALPHA: AnomaLous Physiological Health Assessment Using Large Language Models Jiankai Tang Kegang Wang Hongming Hu Xiyuxing Zhang Peiyu Wang Xin Liu Yuntao wang LM&MA AI4MH 17 3 0 21 Nov 2023
AcademicGPT: Empowering Academic Research Shufa Wei Xiaolong Xu Xianbiao Qi Xi Yin Jun Xia ... Chihao Dai Lihua Wang Xiaohui Liu Lei Zhang Yutao Xie LM&MA 47 3 0 21 Nov 2023
Unifying Corroborative and Contributive Attributions in Large Language Models Theodora Worledge Judy Hanwen Shen Nicole Meister Caleb Winston Carlos Guestrin TDI 32 10 0 20 Nov 2023
MemoryCompanion: A Smart Healthcare Solution to Empower Efficient Alzheimer's Care Via Unleashing Generative AI Lifei Zheng Yeonie Heo Yi Fang AI4MH 30 0 0 20 Nov 2023
Igniting Language Intelligence: The Hitchhiker's Guide From Chain-of-Thought Reasoning to Language Agents ZhuoSheng Zhang Yao Yao Aston Zhang Xiangru Tang Xinbei Ma ... Yiming Wang Mark B. Gerstein Rui Wang Gongshen Liu Hai Zhao LLMAG LM&Ro LRM 42 53 0 20 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 99 51 0 20 Nov 2023
A Multi-Center Study on the Adaptability of a Shared Foundation Model for Electronic Health Records L. Guo Jason Alan Fries E. Steinberg Scott L. Fleming Keith Morse Catherine Aftandilian J. Posada Nigam Shah L. Sung OOD 26 13 0 20 Nov 2023
Leveraging Generative AI for Clinical Evidence Summarization Needs to Ensure Trustworthiness Gongbo Zhang Qiao Jin Denis Jered McInerney Yong Chen Fei Wang ... Mor Peleg Byron C. Wallace Zhiyong Lu Chunhua Weng Yifan Peng 36 18 0 19 Nov 2023
Overcoming Data Scarcity in Biomedical Imaging with a Foundational Multi-Task Model Raphael Schäfer Till Nicke Henning Höfener Annkristin Lange Dorit Merhof Friedrich Feuerhake Volkmar Schulz Johannes Lotz Fabian Kiessling VLM 22 17 0 16 Nov 2023
MedAgents: Large Language Models as Collaborators for Zero-shot Medical Reasoning Xiangru Tang Anni Zou ZhuoSheng Zhang Ziming Li Yilun Zhao Xingyao Zhang Arman Cohan Mark B. Gerstein LRM LM&MA 28 137 0 16 Nov 2023
Do Physicians Know How to Prompt? The Need for Automatic Prompt Optimization Help in Clinical Note Generation Zonghai Yao Ahmed Jaafar Beining Wang Zhichao Yang Hong-ye Yu LM&MA 27 2 0 16 Nov 2023
Structured Chemistry Reasoning with Large Language Models Siru Ouyang Zhuosheng Zhang Bing Yan Xuan Liu Yejin Choi Jiawei Han Lianhui Qin LRM 28 14 0 16 Nov 2023
LongBoX: Evaluating Transformers on Long-Sequence Clinical Tasks Mihir Parmar Aakanksha Naik Himanshu Gupta Disha Agrawal Chitta Baral LM&MA 30 3 0 16 Nov 2023
Enhancing Emergency Decision-making with Knowledge Graphs and Large Language Models Minze Chen Zhenxiang Tao Weitong Tang Tingxin Qin Rui Yang Chunli Zhu 35 21 0 15 Nov 2023
An Eye on Clinical BERT: Investigating Language Model Generalization for Diabetic Eye Disease Phenotyping Keith Harrigian Tina Tang Anthony Gonzales Cindy X. Cai Mark Dredze VLM 41 2 0 15 Nov 2023
Efficient Continual Pre-training for Building Domain Specific Large Language Models Yong Xie Karan Aggarwal Aitzaz Ahmad CLL 37 21 0 14 Nov 2023
GPT-4V(ision) Unsuitable for Clinical Care and Education: A Clinician-Evaluated Assessment Senthujan Senkaiahliyan Augustin Toma Jun Ma An-Wen Chan Andrew Ha Kevin R. An Hrishikesh Suresh Barry Rubin Bo Wang LM&MA ELM 175 11 0 14 Nov 2023
Applying Large Language Models for Causal Structure Learning in Non Small Cell Lung Cancer Narmada Naik Ayush Khandelwal Mohit Joshi Madhusudan Atre Hollis Wright ... Giridhar Mamidipudi Ganapati Srinivasa Carlo Bifulco B. Piening Kevin Matlock 139 11 0 13 Nov 2023
Detecting and Correcting Hate Speech in Multimodal Memes with Large Visual Language Model Minh-Hao Van Xintao Wu VLM MLLM 33 10 0 12 Nov 2023
EviPrompt: A Training-Free Evidential Prompt Generation Method for Segment Anything Model in Medical Images Yinsong Xu Jiaqi Tang Aidong Men Qingchao Chen VLM MedIm 31 6 0 10 Nov 2023
Distilling Large Language Models using Skill-Occupation Graph Context for HR-Related Tasks Pouya Pezeshkpour Hayate Iso Thom Lake Nikita Bhutani Estevam R. Hruschka 41 2 0 10 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 41 107 0 09 Nov 2023
On the steerability of large language models toward data-driven personas Junyi Li Ninareh Mehrabi Charith Peris Palash Goyal Kai-Wei Chang Aram Galstyan Richard Zemel Rahul Gupta 31 30 0 08 Nov 2023
In-Context Exemplars as Clues to Retrieving from Large Associative Memory Jiachen Zhao 18 7 0 06 Nov 2023
An AI-Guided Data Centric Strategy to Detect and Mitigate Biases in Healthcare Datasets F. Gulamali Ashwin S. Sawant L. Liharska C. R. Horowitz L. Chan ... E. Mensah Alexander W. Charney D. Reich J. Hu Girish N. Nadkarni 18 1 0 06 Nov 2023
An Introduction to Natural Language Processing Techniques and Framework for Clinical Implementation in Radiation Oncology Reza Khanmohammadi Mohammad Mahdi Ghassemi Kyle Verdecchia A. Ghanem Luo Bing ... H. Bagher-Ebadian Farzan Siddiqui Mohamed Elshaikh B. Movsas Kundan Thind LM&MA 44 2 0 03 Nov 2023
Large Language Models Illuminate a Progressive Pathway to Artificial Healthcare Assistant: A Review Mingze Yuan Peng Bao Jiajia Yuan Yunhao Shen Zi Chen ... Jie Zhao Yang Chen Li Zhang Lin Shen Bin Dong ELM LM&MA 49 13 0 03 Nov 2023
LLM-driven Multimodal Target Volume Contouring in Radiation Oncology Y. Oh Sangjoon Park H. Byun Yeona Cho Ik-jae Lee Jin Sung Kim Jong Chul Ye 33 20 0 03 Nov 2023
Contextual Confidence and Generative AI Shrey Jain Zoe Hitzig Pamela Mishkin 38 5 0 02 Nov 2023
Generative Artificial Intelligence in Healthcare: Ethical Considerations and Assessment Checklist Yilin Ning Salinelat Teixayavong Yuqing Shang Julian Savulescu Vaishaanth Nagaraj ... Roger Vaughan M. Ong J. Sung E. J. Topol Nan Liu 36 7 0 02 Nov 2023
Learning A Multi-Task Transformer Via Unified And Customized Instruction Tuning For Chest Radiograph Interpretation Lijian Xu Ziyu Ni Xinglong Liu Xiaosong Wang Hongsheng Li Shaoting Zhang MedIm LM&MA 29 4 0 02 Nov 2023
Rethinking Decision Transformer via Hierarchical Reinforcement Learning Yi Ma Chenjun Xiao Hebin Liang Jianye Hao OffRL 19 6 0 01 Nov 2023
Interactive Multi-fidelity Learning for Cost-effective Adaptation of Language Model with Sparse Human Supervision Jiaxin Zhang Zhuohang Li Kamalika Das Kumar Sricharan 31 2 0 31 Oct 2023
Multimodal ChatGPT for Medical Applications: an Experimental Study of GPT-4V Zhiling Yan Kai Zhang Rong Zhou Lifang He Xiang Li Lichao Sun LM&MA 32 48 0 29 Oct 2023