Papers citing "Towards Generalist Biomedical AI"

50 / 133 papers shown

Title
Aligning (Medical) LLMs for (Counterfactual) Fairness Raphael Poulain Hamed Fayyaz Rahmatollah Beheshti 34 3 0 22 Aug 2024
SeLoRA: Self-Expanding Low-Rank Adaptation of Latent Diffusion Model for Medical Image Synthesis Yuchen Mao Hongwei Bran Li Wei Pang G. Papanastasiou G. Yang Chengjia Wang MedIm 44 2 0 13 Aug 2024
MedTrinity-25M: A Large-scale Multimodal Dataset with Multigranular Annotations for Medicine Yunfei Xie Ce Zhou Lang Gao Juncheng Wu Xianhang Li ... Sheng Liu Lei Xing James Zou Cihang Xie Yuyin Zhou LM&MA MedIm 74 24 0 06 Aug 2024
Privacy-preserving datasets by capturing feature distributions with Conditional VAEs Francesco Di Salvo David Tafler Sebastian Doerrich Christian Ledig CML 40 0 0 01 Aug 2024
GPT-4V Cannot Generate Radiology Reports Yet Yuyang Jiang Chacha Chen Dang Nguyen Benjamin M. Mervak Chenhao Tan LM&MA 43 2 0 16 Jul 2024
Meta-Analysis with Untrusted Data Shiva Kaul Geoffrey J. Gordon CML 32 1 0 12 Jul 2024
Towards a Holistic Framework for Multimodal Large Language Models in Three-dimensional Brain CT Report Generation Cheng-Yi Li Kao-Jung Chang Cheng-Fu Yang Hsin-Yu Wu Wenting Chen ... Yu-Chun Chen Shih-Pin Chen J. Lirng Kai-Wei Chang Shih-Hwa Chiou LM&MA MedIm 43 3 0 02 Jul 2024
A Refer-and-Ground Multimodal Large Language Model for Biomedicine Xiaoshuang Huang Haifeng Huang Lingdong Shen Yehui Yang Fangxin Shang Junwei Liu Jia Liu LM&MA 55 7 0 26 Jun 2024
Panacea: A foundation model for clinical trial search, summarization, design, and recruitment J. Lin H. Xu Zifeng Wang Sheng Wang Jiashuo Sun ELM LM&MA 29 8 0 25 Jun 2024
Guardrails for avoiding harmful medical product recommendations and off-label promotion in generative AI models Daniel Lopez-Martinez MedIm 51 1 0 24 Jun 2024
Biomedical Visual Instruction Tuning with Clinician Preference Alignment Hejie Cui Lingjun Mao Xin Liang Jieyu Zhang Hui Ren Quanzheng Li Xiang Li Carl Yang LM&MA 64 6 0 19 Jun 2024
Merlin: A Vision Language Foundation Model for 3D Computed Tomography Louis Blankemeier Joseph Paul Cohen Ashwin Kumar Dave Van Veen Syed Jamal Safdar Gardezi ... Andrew L. Wentland C. Langlotz Jason Hom S. Gatidis Akshay S. Chaudhari LM&MA MedIm 49 32 0 10 Jun 2024
LINGOLY: A Benchmark of Olympiad-Level Linguistic Reasoning Puzzles in Low-Resource and Extinct Languages Andrew M. Bean Simi Hellsten Harry Mayne Jabez Magomere Ethan A. Chi Ryan A. Chi Scott A. Hale Hannah Rose Kirk ELM LRM 39 7 0 10 Jun 2024
CARES: A Comprehensive Benchmark of Trustworthiness in Medical Vision Language Models Peng Xia Ze Chen Juanxi Tian Yangrui Gong Ruibo Hou ... Jimeng Sun Zongyuan Ge Gang Li James Zou Huaxiu Yao MU VLM 69 31 0 10 Jun 2024
Medical Vision Generalist: Unifying Medical Imaging Tasks in Context Sucheng Ren Xiaoke Huang Xianhang Li Junfei Xiao Jieru Mei Zeyu Wang Alan Yuille Yuyin Zhou MedIm 48 7 0 08 Jun 2024
MAIRA-2: Grounded Radiology Report Generation Shruthi Bannur Kenza Bouzid Daniel Coelho De Castro Anton Schwaighofer Sam Bond-Taylor ... Anja Thieme M. Lungren Maria T. A. Wetscherek Javier Alvarez-Valle Stephanie L. Hyland 42 33 0 06 Jun 2024
Dragonfly: Multi-Resolution Zoom Supercharges Large Visual-Language Model Kezhen Chen Rahul Thapa Rahul Chalamala Ben Athiwaratkun Shuaiwen Leon Song James Zou VLM 58 5 0 03 Jun 2024
Dr-LLaVA: Visual Instruction Tuning with Symbolic Clinical Grounding Shenghuan Sun Gregory M. Goldgof Alexander Schubert Zhiqing Sun Thomas Hartvigsen A. Butte Ahmed Alaa LM&MA 42 4 0 29 May 2024
Open-Vocabulary SAM3D: Understand Any 3D Scene Hanchen Tai Qingdong He Jiangning Zhang Yijie Qian Zhenyu Zhang Xiaobin Hu Yabiao Wang Yong Liu VLM 54 0 0 24 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 46 12 0 21 May 2024
A Survey of Deep Learning-based Radiology Report Generation Using Multimodal Data Xinyi Wang Grazziela Figueredo Ruizhe Li W. Zhang Weitong Chen Xin Chen MedIm ViT 49 2 0 21 May 2024
Towards Modular LLMs by Building and Reusing a Library of LoRAs O. Ostapenko Zhan Su E. Ponti Laurent Charlin Nicolas Le Roux Matheus Pereira Lucas Caccia Alessandro Sordoni MoMe 44 31 0 18 May 2024
Efficient Multimodal Large Language Models: A Survey Yizhang Jin Jian Li Yexin Liu Tianjun Gu Kai Wu ... Xin Tan Zhenye Gan Yabiao Wang Chengjie Wang Lizhuang Ma LRM 47 45 0 17 May 2024
Evaluating large language models in medical applications: a survey Xiaolan Chen Jiayang Xiang Shanfu Lu Yexin Liu Mingguang He Danli Shi LM&MA ELM 24 8 0 13 May 2024
Selective Fine-tuning on LLM-labeled Data May Reduce Reliance on Human Annotation: A Case Study Using Schedule-of-Event Table Detection Bhawesh Kumar Jonathan Amar Eric Yang Nan Li Yugang Jia 18 3 0 09 May 2024
Simplifying Multimodality: Unimodal Approach to Multimodal Challenges in Radiology with General-Domain Large Language Model Seonhee Cho Choonghan Kim Jiho Lee Chetan Chilkunda Sujin Choi Joo Heung Yoon 53 0 0 29 Apr 2024
RadGenome-Chest CT: A Grounded Vision-Language Dataset for Chest CT Analysis Xiaoman Zhang Chaoyi Wu Ziheng Zhao Jiayu Lei Ya Zhang Yanfeng Wang Weidi Xie 25 16 0 25 Apr 2024
Large Language Models in the Clinic: A Comprehensive Benchmark Andrew Liu Hongjian Zhou Yining Hua Omid Rohanian Anshul Thakur Lei A. Clifton David A. Clifton AI4MH LM&MA 41 8 0 25 Apr 2024
ChEX: Interactive Localization and Region Description in Chest X-rays Philip Muller Georgios Kaissis Daniel Rueckert 35 5 0 24 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
Enhancing Human-Computer Interaction in Chest X-ray Analysis using Vision and Language Model with Eye Gaze Patterns Yunsoo Kim Jinge Wu Yusuf Abdulle Yue Gao Honghan Wu 40 3 0 03 Apr 2024
M3D: Advancing 3D Medical Image Analysis with Multi-Modal Large Language Models Fan Bai Yuxin Du Tiejun Huang Max Q.-H. Meng Bo Zhao 26 34 0 31 Mar 2024
MEDBind: Unifying Language and Multimodal Medical Data Embeddings Yuan Gao Sangwook Kim David E Austin Chris McIntosh 32 3 0 19 Mar 2024
From Explainable to Interpretable Deep Learning for Natural Language Processing in Healthcare: How Far from Reality? Guangming Huang Yingya Li Shoaib Jameel Yunfei Long G. Papanastasiou 36 16 0 18 Mar 2024
Improving Medical Multi-modal Contrastive Learning with Expert Annotations Yogesh Kumar Pekka Marttinen MedIm VLM 31 10 0 15 Mar 2024
Towards a clinically accessible radiology foundation model: open-access and lightweight, with automated evaluation Juan Manuel Zambrano Chaves Shih-Cheng Huang Yanbo Xu Hanwen Xu Naoto Usuyama ... Akshay S. Chaudhari Serena Yeung-Levy Curtis P. Langlotz Sheng Wang Hoifung Poon VLM LM&MA 70 10 0 12 Mar 2024
SmallToLarge (S2L): Scalable Data Selection for Fine-tuning Large Language Models by Summarizing Training Trajectories of Small Models Yu Yang Siddhartha Mishra Jeffrey N Chiang Baharan Mirzasoleiman 40 17 0 12 Mar 2024
Guiding Clinical Reasoning with Large Language Models via Knowledge Seeds Jiageng Wu Xian Wu Jie Yang LRM ELM 41 8 0 11 Mar 2024
PEPSI: Pathology-Enhanced Pulse-Sequence-Invariant Representations for Brain MRI Peirong Liu O. Puonti Annabel Sorby-Adams W. T. Kimberly Juan Eugenio Iglesias 29 5 0 10 Mar 2024
Multimodal Healthcare AI: Identifying and Designing Clinically Relevant Vision-Language Applications for Radiology Nur Yildirim Hannah Richardson Maria T. A. Wetscherek Junaid Bajwa Joseph Jacob ... Ozan Oktay M. Lungren Javier Alvarez-Valle A. Nori Anja Thieme LM&MA 65 44 0 22 Feb 2024
Towards Building Multilingual Language Model for Medicine Pengcheng Qiu Chaoyi Wu Xiaoman Zhang Weixiong Lin Haicheng Wang Ya Zhang Yanfeng Wang Weidi Xie LM&MA ELM 33 65 0 21 Feb 2024
PQA: Zero-shot Protein Question Answering for Free-form Scientific Enquiry with Large Language Models Eli M. Carrami Sahand Sharifzadeh 35 2 0 21 Feb 2024
Me LLaMA: Foundation Large Language Models for Medical Applications Qianqian Xie Qingyu Chen Aokun Chen C.A.I. Peng Yan Hu ... Huan He Lucila Ohno-Machido Yonghui Wu Hua Xu Jiang Bian LM&MA AI4MH 70 4 0 20 Feb 2024
MultiMedEval: A Benchmark and a Toolkit for Evaluating Medical Vision-Language Models Corentin Royer Bjoern H. Menze Anjany Sekuboyina VLM 30 9 0 14 Feb 2024
Exploring scalable medical image encoders beyond text supervision Fernando Pérez-García Harshita Sharma Sam Bond-Taylor Kenza Bouzid Valentina Salvatelli ... Maria T. A. Wetscherek Noel C. F. Codella Stephanie L. Hyland Javier Alvarez-Valle Ozan Oktay LM&MA MedIm 50 26 0 19 Jan 2024
Application Of Vision-Language Models For Assessing Osteoarthritis Disease Severity B. Felfeliyan Yuyue Zhou Shrimanti Ghosh Jessica Küpper Shaobo Liu A. Hareendranathan Jacob L. Jaremko 46 0 0 12 Jan 2024
EpilepsyLLM: Domain-Specific Large Language Model Fine-tuned with Epilepsy Medical Knowledge Xuyang Zhao Qibin Zhao Toshihisa Tanaka AI4MH 27 1 0 11 Jan 2024
RudolfV: A Foundation Model by Pathologists for Pathologists Jonas Dippel Barbara Feulner Tobias Winterhoff Timo Milbich Stephan Tietz ... David Horst Lukas Ruff Klaus-Robert Muller Frederick Klauschen Maximilian Alber 36 29 0 08 Jan 2024
Large-scale Long-tailed Disease Diagnosis on Radiology Images Qiaoyu Zheng Weike Zhao Chaoyi Wu Xiaoman Zhang Lisong Dai Hengyu Guan Yuehua Li Ya Zhang Yanfeng Wang Weidi Xie LM&MA MedIm 37 5 0 26 Dec 2023
A Foundational Multimodal Vision Language AI Assistant for Human Pathology Ming Y. Lu Bowen Chen Drew F. K. Williamson Richard J. Chen Kenji Ikamura ... Ivy Liang L. Le Tong Ding Anil V. Parwani Faisal Mahmood MedIm LM&MA 26 20 0 13 Dec 2023