MIMIC-CXR-JPG, a large publicly available database of labeled chest radiographs

21 January 2019

Alistair E. W. Johnson

Tom Pollard

Nathaniel R. Greenbaum

Papers citing "MIMIC-CXR-JPG, a large publicly available database of labeled chest radiographs"

50 / 450 papers shown

Title
Parameter-Efficient Fine-Tuning Medical Multimodal Large Language Models for Medical Visual Grounding Jinlong He Pengfei Li Gang Liu Shenjun Zhong 38 3 0 31 Oct 2024
RE-tune: Incremental Fine Tuning of Biomedical Vision-Language Models for Multi-label Chest X-ray Classification Marco Mistretta Andrew D. Bagdanov VLM 23 1 0 23 Oct 2024
R2Gen-Mamba: A Selective State Space Model for Radiology Report Generation Yongheng Sun Yueh Z. Lee Genevieve A. Woodard Hongtu Zhu Chunfeng Lian Mingxia Liu Mamba MedIm 37 0 0 21 Oct 2024
Training Better Deep Learning Models Using Human Saliency Aidan Boyd Patrick J. Tinsley Kevin W. Bowyer A. Czajka 37 0 0 21 Oct 2024
Resource-Efficient Medical Report Generation using Large Language Models Abdullah Ameer Hamza Seong Tae Kim LM&MA MedIm 31 0 0 21 Oct 2024
MMDS: A Multimodal Medical Diagnosis System Integrating Image Analysis and Knowledge-based Departmental Consultation Yi Ren Han Zhang Weibin Li Diandong Liu Tianyi Zhang Jie He Jie He Licheng Jiao CVBM 29 0 0 20 Oct 2024
LLaVA-Ultra: Large Chinese Language and Vision Assistant for Ultrasound Xuechen Guo Wenhao Chai Shi-Yan Li Gaoang Wang 35 6 0 19 Oct 2024
SemiHVision: Enhancing Medical Multimodal Models with a Semi-Human Annotated Dataset and Fine-Tuned Instruction Generation Junda Wang Yujan Ting Eric Z. Chen Hieu Tran Hong-ye Yu Weijing Huang Terrence Chen VLM LM&MA 48 1 0 19 Oct 2024
Can Medical Vision-Language Pre-training Succeed with Purely Synthetic Data? Che Liu Zhongwei Wan Haozhe Wang Yinda Chen T. Qaiser Chen Jin Fariba Yousefi Nikolay Burlutskiy Rossella Arcucci VLM SyDa LM&MA MedIm 69 2 0 17 Oct 2024
Estimation beyond Missing (Completely) at Random Tianyi Ma K. A. Verchand Thomas B. Berrett Tengyao Wang R. Samworth 28 2 0 14 Oct 2024
Detecting Unforeseen Data Properties with Diffusion Autoencoder Embeddings using Spine MRI data Robert Graf Florian Hunecke Soeren Pohl Matan Atad Hendrik Moeller ... Thoralf Niendorf C. Schmidt Johannes C. Paetzold Daniel Rueckert Jan S. Kirschke MedIm 31 0 0 14 Oct 2024
LLaVA Needs More Knowledge: Retrieval Augmented Natural Language Generation with Knowledge Graph for Explaining Thoracic Pathologies Ameer Hamza Abdullah Yong Hyun Ahn Sungyoung Lee Seong Tae Kim 32 2 0 07 Oct 2024
An X-Ray Is Worth 15 Features: Sparse Autoencoders for Interpretable Radiology Report Generation Ahmed Abdulaal Hugo Fry Nina Montaña-Brown Ayodeji Ijishakin Jack Gao Stephanie L. Hyland Daniel C. Alexander Daniel Coelho De Castro MedIm 39 8 0 04 Oct 2024
Conformal Generative Modeling with Improved Sample Efficiency through Sequential Greedy Filtering Kemal Kurniawan Bernhard Schölkopf Michael Muehlebach 42 0 0 02 Oct 2024
Advancing Medical Radiograph Representation Learning: A Hybrid Pre-training Paradigm with Multilevel Semantic Granularity Hanqi Jiang Xixuan Hao Yuzhou Huang Chong Ma Jiaxun Zhang Yi Pan Ruimao Zhang MedIm 40 0 0 01 Oct 2024
Positive-Sum Fairness: Leveraging Demographic Attributes to Achieve Fair AI Outcomes Without Sacrificing Group Gains Samia Belhadj Sanguk Park Ambika Seth Hesham Dar Thijs Kooi 35 1 0 30 Sep 2024
Procedure-Aware Surgical Video-language Pretraining with Hierarchical Knowledge Augmentation Kun Yuan V. Srivastav Nassir Navab N. Padoy 59 7 0 30 Sep 2024
Multi-View and Multi-Scale Alignment for Contrastive Language-Image Pre-training in Mammography Yuexi Du John Onofrey Nicha Dvornek VLM 55 1 0 26 Sep 2024
Enhancing disease detection in radiology reports through fine-tuning lightweight LLM on weak labels Yishu Wei Xindi Wang Hanley Ong Yiliang Zhou Adam Flanders George Shih Yifan Peng AI4MH LM&MA 34 1 0 25 Sep 2024
KARGEN: Knowledge-enhanced Automated Radiology Report Generation Using Large Language Models Yingshu Li Zhanyu Wang Yunyi Liu Lei Wang Lingqiao Liu Luping Zhou 41 3 0 09 Sep 2024
FODA-PG for Enhanced Medical Imaging Narrative Generation: Adaptive Differentiation of Normal and Abnormal Attributes Kai Shu Yuzhuo Jia Ziyang Zhang Jiechao Gao MedIm 37 0 0 06 Sep 2024
Medical Report Generation Is A Multi-label Classification Problem Yijian Fan Zhenbang Yang Rui Liu Mingjie Li Xiaojun Chang MedIm 38 1 0 30 Aug 2024
M4CXR: Exploring Multi-task Potentials of Multi-modal Large Language Models for Chest X-ray Interpretation Jonggwon Park Soobum Kim Byungmu Yoon Jihun Hyun Kyoyun Choi LM&MA 33 5 0 29 Aug 2024
ReXamine-Global: A Framework for Uncovering Inconsistencies in Radiology Report Generation Metrics Oishi Banerjee Agustina Saenz Kay Wu Warren Clements Adil Zia ... Lars Heiliger Moon Kim Johannes Haubold F. Jonske Pranav Rajpurkar 29 2 0 29 Aug 2024
Pixels to Prose: Understanding the art of Image Captioning Hrishikesh Singh Aarti Sharma Millie Pant 3DV VLM 30 0 0 28 Aug 2024
TRRG: Towards Truthful Radiology Report Generation With Cross-modal Disease Clue Enhanced Large Language Model Yuhao Wang Chao Hao Yawen Cui Xinqi Su Weicheng Xie Tao Tan Zitong Yu LM&MA MedIm 41 0 0 22 Aug 2024
HYDEN: Hyperbolic Density Representations for Medical Images and Reports Zhi Qiao Linbin Han Xiantong Zhen Jia-Hong Gao Zhen Qian 49 0 0 19 Aug 2024
TextCAVs: Debugging vision models using text A. Nicolson Yarin Gal J. A. Noble CoGe 31 1 0 16 Aug 2024
BAPLe: Backdoor Attacks on Medical Foundational Models using Prompt Learning Asif Hanif Fahad Shamshad Muhammad Awais Muzammal Naseer Fahad Shahbaz Khan Karthik Nandakumar Salman Khan Rao Muhammad Anwer MedIm AAML 53 3 0 14 Aug 2024
XNN: Paradigm Shift in Mitigating Identity Leakage within Cloud-Enabled Deep Learning Kaixin Liu Huixin Xiong Bingyu Duan Zexuan Cheng Xinyu Zhou Wanqian Zhang Xinming Zhang 31 0 0 09 Aug 2024
CROCODILE: Causality aids RObustness via COntrastive DIsentangled LEarning Gianluca Carloni Sotirios A. Tsaftaris Sara Colantonio OOD 36 1 0 09 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 25 0 06 Aug 2024
Domain Shift Analysis in Chest Radiographs Classification in a Veterans Healthcare Administration Population Mayanka Chandra Shekar Ian Goethert Md Inzamam Ul Haque Benjamin H. McMahon S. Dhaubhadel ... Samah Fodeh-Jarad Olga Ovchinnikova Amy C. Justice Jacob D. Hinkle Ioana Danciu OOD 61 1 0 30 Jul 2024
A Labeled Ophthalmic Ultrasound Dataset with Medical Report Generation Based on Cross-modal Deep Learning Jing Wang Junyan Fan Meng Zhou Yanzhu Zhang Mingyu Shi 33 1 0 26 Jul 2024
Is user feedback always informative? Retrieval Latent Defending for Semi-Supervised Domain Adaptation without Source Data Junha Song Tae Soo Kim Junha Kim Gunhee Nam Thijs Kooi Jaegul Choo 53 1 0 22 Jul 2024
FairDomain: Achieving Fairness in Cross-Domain Medical Image Segmentation and Classification Yu Tian Congcong Wen Min Shi Muhammad Muneeb Afzal Hao Huang Muhammad Osama Khan Yan Luo Yi Fang Mengyu Wang OOD 58 7 0 11 Jul 2024
Establishing Rigorous and Cost-effective Clinical Trials for Artificial Intelligence Models Wanling Gao Yunyou Huang Dandan Cui Zhuoming Yu Wenjing Liu ... Tianyi Wei Suqin Tang Bingjie Xia Zhifei Zhang Jianfeng Zhan 32 0 0 11 Jul 2024
LEMoN: Label Error Detection using Multimodal Neighbors Haoran Zhang Aparna Balagopalan Nassim Oufattole Hyewon Jeong Yan Wu Jiacheng Zhu Marzyeh Ghassemi 54 0 0 10 Jul 2024
AstroSpy: On detecting Fake Images in Astronomy via Joint Image-Spectral Representations Mohammed Talha Alam Raza Imam Mohsen Guizani Fakhri Karray 42 0 0 09 Jul 2024
RULE: Reliable Multimodal RAG for Factuality in Medical Vision Language Models Peng Xia Kangyu Zhu Haoran Li Hongtu Zhu Yun Li Gang Li Linjun Zhang Huaxiu Yao MedIm 48 32 0 06 Jul 2024
Multi-modal Masked Siamese Network Improves Chest X-Ray Representation Learning Saeed Shurrab Alejandro Guerra-Manzanares Farah E. Shamout 52 1 0 05 Jul 2024
D-Rax: Domain-specific Radiologic assistant leveraging multi-modal data and eXpert model predictions Hareem Nisar Syed Muhammad Anwar Zhifan Jiang Abhijeet Parida Ramon Sanchez-Jacob Vishwesh Nath Holger R. Roth M. Linguraru LM&MA 37 5 0 02 Jul 2024
MMedAgent: Learning to Use Medical Tools with Multi-modal Agent Binxu Li Tiankai Yan Yuanting Pan Zhe Xu Jie Luo Ruiyang Ji Shilong Liu Haoyu Dong Zihao Lin Yixin Wang LM&MA 44 26 0 02 Jul 2024
Extracting and Encoding: Leveraging Large Language Models and Medical Knowledge to Enhance Radiological Text Representation Pablo Messina René Vidal Denis Parra Álvaro Soto Vladimir Araujo MedIm 64 2 0 02 Jul 2024
Chest-Diffusion: A Light-Weight Text-to-Image Model for Report-to-CXR Generation Peng Huang Xue Gao Lihong Huang Jing Jiao Xiaokang Li Yuanyuan Wang Yi Guo MedIm DiffM 33 9 0 30 Jun 2024
The Impact of Auxiliary Patient Data on Automated Chest X-Ray Report Generation and How to Incorporate It Aaron Nicolson Shengyao Zhuang Jason Dowling Bevan Koopman 34 1 0 19 Jun 2024
AI.vs.Clinician: Unveiling Intricate Interactions Between AI and Clinicians through an Open-Access Database Wanling Gao Yuan Liu Zhuoming Yu Dandan Cui Wenjing Liu ... Chongrong Jiang Tianyi Wei Zhifei Zhang Yunyou Huang Jianfeng Zhan 22 2 0 11 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
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 34 0 06 Jun 2024
Cross-Dimensional Medical Self-Supervised Representation Learning Based on a Pseudo-3D Transformation Fei Gao Siwen Wang Fandong Zhang Hong-Yu Zhou Yizhou Wang Chu-ran Wang Gang Yu Yizhou Yu 33 0 0 03 Jun 2024