Title
GREEN: Generative Radiology Report Evaluation and Error Notation Sophie Ostmeier Justin Xu Zhihong Chen Maya Varma Louis Blankemeier ... Arne Edward Michalson Michael E. Moseley Curtis P. Langlotz Akshay S. Chaudhari Jean-Benoit Delbrouck MedIm 43 20 0 06 May 2024
FITA: Fine-grained Image-Text Aligner for Radiology Report Generation Honglong Yang Hui Tang Xiaomeng Li MedIm 36 1 0 02 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
MRScore: Evaluating Radiology Report Generation with LLM-based Reward System Yunyi Liu Zhanyu Wang Yingshu Li Xinyu Liang Lingqiao Liu Lei Wang Luping Zhou LM&MA 11 3 0 27 Apr 2024
DeViDe: Faceted medical knowledge for improved medical vision-language pre-training Haozhe Luo Ziyu Zhou Corentin Royer Anjany Sekuboyina Bjoern H. Menze VLM ViT MedIm 48 7 0 04 Apr 2024
LLM-RadJudge: Achieving Radiologist-Level Evaluation for X-Ray Report Generation Zilong Wang Xufang Luo Xinyang Jiang Dongsheng Li Lili Qiu LM&MA 27 8 0 01 Apr 2024
A Novel Corpus of Annotated Medical Imaging Reports and Information Extraction Results Using BERT-based Language Models Namu Park K. Lybarger Giridhar Kaushik Ramachandran Spencer Lewis Aashka Damani Özlem Uzuner Martin Gunn Meliha Yetisgen MedIm 46 1 0 27 Mar 2024
MeDSLIP: Medical Dual-Stream Language-Image Pre-training with Pathology-Anatomy Semantic Alignment Wenrui Fan M. N. I. Suvon Shuo Zhou Xianyuan Liu S. Alabed V. Osmani Andrew J Swift Chen Chen Haiping Lu MedIm VLM LM&MA 59 3 0 15 Mar 2024
Anatomical Structure-Guided Medical Vision-Language Pre-training Qingqiu Li Xiaohan Yan Jilan Xu Runtian Yuan Yuejie Zhang Rui Feng Quanli Shen Xiaobo Zhang Shujun Wang 42 5 0 14 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 67 10 0 12 Mar 2024
RAD-PHI2: Instruction Tuning PHI-2 for Radiology M. Ranjit G. Ganapathy Shaury Srivastav T. Ganu Srujana Oruganti LLMAG LM&MA 49 3 0 12 Mar 2024
Decomposing Disease Descriptions for Enhanced Pathology Detection: A Multi-Aspect Vision-Language Pre-training Framework Vu Minh Hieu Phan Yutong Xie Yuankai Qi Lingqiao Liu Liyang Liu Bowen Zhang Zhibin Liao Qi Wu Minh Nguyen Nhat To Johan W. Verjans 70 11 0 12 Mar 2024
Large Model driven Radiology Report Generation with Clinical Quality Reinforcement Learning Zijian Zhou Miaojing Shi Meng Wei Oluwatosin O. Alabi Zijie Yue Tom Kamiel Magda Vercauteren LM&MA 38 5 0 11 Mar 2024
Malaysian English News Decoded: A Linguistic Resource for Named Entity and Relation Extraction Mohan Raj Chanthran Lay-Ki Soon H. Ong Bhawani Selvaretnam 30 0 0 22 Feb 2024
Semantic Textual Similarity Assessment in Chest X-ray Reports Using a Domain-Specific Cosine-Based Metric Sayeh Gholipour Picha D. Chanti A. Caplier 44 2 0 19 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
Enhancing medical vision-language contrastive learning via inter-matching relation modelling Mingjian Li Mingyuan Meng M. Fulham David Dagan Feng Lei Bi Jinman Kim VLM 45 1 0 19 Jan 2024
UniChest: Conquer-and-Divide Pre-training for Multi-Source Chest X-Ray Classification Tianjie Dai Ruipeng Zhang Feng Hong Jiangchao Yao Ya-Qin Zhang Yanfeng Wang 38 8 0 18 Dec 2023
CLIP in Medical Imaging: A Comprehensive Survey Zihao Zhao Yuxiao Liu Han Wu Yonghao Li Sheng Wang L. Teng Disheng Liu Zhiming Cui Qian Wang Dinggang Shen CLIP MedIm LM&MA VLM 28 43 0 12 Dec 2023
Medical Vision Language Pretraining: A survey Prashant Shrestha Sanskar Amgain Bidur Khanal Cristian A. Linte Binod Bhattarai VLM 34 14 0 11 Dec 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 25 11 0 30 Nov 2023
Pragmatic Radiology Report Generation Dang Nguyen Chacha Chen He He Chenhao Tan LM&MA MedIm 33 7 0 28 Nov 2023
Radiology-Aware Model-Based Evaluation Metric for Report Generation Amos Calamida Farhad Nooralahzadeh Morteza Rohanian Koji Fujimoto Mizuho Nishio Michael Krauthammer 33 3 0 28 Nov 2023
A Systematic Review of Deep Learning-based Research on Radiology Report Generation Chang Liu Yuanhe Tian Yan Song MedIm 34 15 0 23 Nov 2023
MAIRA-1: A specialised large multimodal model for radiology report generation Stephanie L. Hyland Shruthi Bannur Kenza Bouzid Daniel Coelho De Castro M. Ranjit ... Noel C. F. Codella M. Lungren Maria T. A. Wetscherek Ozan Oktay Javier Alvarez-Valle 34 47 0 22 Nov 2023
DocLens: Multi-aspect Fine-grained Evaluation for Medical Text Generation Yiqing Xie Sheng Zhang Hao Cheng Pengfei Liu Zelalem Gero Cliff Wong Tristan Naumann Hoifung Poon Carolyn Rose MedIm 18 4 0 16 Nov 2023
Evaluation of GPT-4 for chest X-ray impression generation: A reader study on performance and perception Sebastian Ziegelmayer Alexander W. Marka Nicolas Lenhart Nadja Nehls S. Reischl Felix Harder Andreas Sauter Marcus R. Makowski Markus Graf J. Gawlitza MedIm LM&MA 17 12 0 12 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 33 107 0 09 Nov 2023
Enhanced Knowledge Injection for Radiology Report Generation Qingqiu Li Jilan Xu Runtian Yuan Mohan Chen Yuejie Zhang Rui Feng Xiaobo Zhang Shang Gao MedIm 33 7 0 01 Nov 2023
Style-Aware Radiology Report Generation with RadGraph and Few-Shot Prompting Benjamin Yan Ruochen Liu David E. Kuo Subathra Adithan Eduardo Pontes Reis ... V. Venugopal Chloe P. O'Connell Agustina Saenz Pranav Rajpurkar Michael Moor MedIm 19 25 0 26 Oct 2023
Exploring the Boundaries of GPT-4 in Radiology Qianchu Liu Stephanie L. Hyland Shruthi Bannur Kenza Bouzid Daniel Coelho De Castro ... Anja Thieme A. Nori M. Lungren Ozan Oktay Javier Alvarez-Valle LM&MA AI4CE 40 36 0 23 Oct 2023
RECAP: Towards Precise Radiology Report Generation via Dynamic Disease Progression Reasoning Wenjun Hou Yi Cheng Kaishuai Xu Wenjie Li Jiangming Liu 23 15 0 21 Oct 2023
Dynamic Multi-Domain Knowledge Networks for Chest X-ray Report Generation Weihua Liu Youyuan Xue Chaochao Lin Said Boumaraf MedIm 13 0 0 08 Oct 2023
R2GenGPT: Radiology Report Generation with Frozen LLMs Zhanyu Wang Lingqiao Liu Lei Wang Luping Zhou MedIm LM&MA VLM 20 64 0 18 Sep 2023
Anatomy-Driven Pathology Detection on Chest X-rays Philipp Muller Felix Meissen Johannes Brandt Georgios Kaissis Daniel Rueckert 11 8 0 05 Sep 2023
Knowledge Graph Embeddings for Multi-Lingual Structured Representations of Radiology Reports Tom van Sonsbeek Xiantong Zhen Marcel Warring 11 0 0 02 Sep 2023
Finding-Aware Anatomical Tokens for Chest X-Ray Automated Reporting F. Serra Chaoyang Wang F. Deligianni Jeffrey Stephen Dalton Alison Q. OÑeil MedIm 14 8 0 30 Aug 2023
ViLLA: Fine-Grained Vision-Language Representation Learning from Real-World Data M. Varma Jean-Benoit Delbrouck Sarah Hooper Akshay S. Chaudhari C. Langlotz VLM CoGe 40 5 0 22 Aug 2023
A Foundation Language-Image Model of the Retina (FLAIR): Encoding Expert Knowledge in Text Supervision Julio Silva-Rodríguez H. Chakor Riadh Kobbi Jose Dolz Ismail Ben Ayed VLM MedIm 72 33 0 15 Aug 2023
RadGraph2: Modeling Disease Progression in Radiology Reports via Hierarchical Information Extraction Sameer Tajdin Khanna Adam Dejl Kibo Yoon Q. H. Truong Han G. Duong Agustina Saenz Pranav Rajpurkar 8 8 0 09 Aug 2023
Towards Generalist Biomedical AI Tao Tu Shekoofeh Azizi Danny Driess M. Schaekermann Mohamed Amin ... Yossi Matias K. Singhal Peter R. Florence Alan Karthikesalingam Vivek Natarajan LM&MA MedIm AI4MH 40 243 0 26 Jul 2023
KU-DMIS-MSRA at RadSum23: Pre-trained Vision-Language Model for Radiology Report Summarization Gangwoo Kim Hajung Kim Lei Ji Seongsu Bae Chanhwi Kim Mujeen Sung Hyunjae Kim Kun Yan E. Chang Jaewoo Kang VLM 13 2 0 10 Jul 2023
Dividing and Conquering a BlackBox to a Mixture of Interpretable Models: Route, Interpret, Repeat Shantanu Ghosh K. Yu Forough Arabshahi Kayhan Batmanghelich MoE 26 13 0 07 Jul 2023
EHRSHOT: An EHR Benchmark for Few-Shot Evaluation of Foundation Models Michael Wornow Rahul Thapa E. Steinberg Jason Alan Fries N. Shah VLM OOD AI4MH 23 36 0 05 Jul 2023
Multi-modal Pre-training for Medical Vision-language Understanding and Generation: An Empirical Study with A New Benchmark Li Xu Bo Liu Ameer Hamza Khan Lu Fan Xiao-Ming Wu LM&MA 30 9 0 10 Jun 2023
ORGAN: Observation-Guided Radiology Report Generation via Tree Reasoning Wenjun Hou Kaishuai Xu Yi Cheng Wenjie Li Jiangming Liu 19 32 0 10 Jun 2023
RadLing: Towards Efficient Radiology Report Understanding Rikhiya Ghosh Sanjeev Kumar Karn Manuela Danu Larisa Micu Ramya Vunikili Oladimeji Farri MedIm 23 6 0 04 Jun 2023
Distilling BlackBox to Interpretable models for Efficient Transfer Learning Shantanu Ghosh K. Yu Kayhan Batmanghelich 22 3 0 26 May 2023
ChatCAD+: Towards a Universal and Reliable Interactive CAD using LLMs Zihao Zhao Sheng Wang Jinchen Gu Yitao Zhu Lanzhuju Mei Zixu Zhuang Zhiming Cui Qian Wang Dinggang Shen LM&MA 34 36 0 25 May 2023
Retrieval Augmented Chest X-Ray Report Generation using OpenAI GPT models M. Ranjit G. Ganapathy R. Manuel T. Ganu MedIm LM&MA 15 27 0 05 May 2023