Improving Radiology Report Generation Systems by Removing Hallucinated References to Non-existent Priors

27 September 2022

Papers citing "Improving Radiology Report Generation Systems by Removing Hallucinated References to Non-existent Priors"

34 / 34 papers shown

Title
Leveraging LLMs for Multimodal Retrieval-Augmented Radiology Report Generation via Key Phrase Extraction Kyoyun Choi Byungmu Yoon Soobum Kim Jonggwon Park 38 0 0 10 Apr 2025
RadAlign: Advancing Radiology Report Generation with Vision-Language Concept Alignment Difei Gu Yunhe Gao Yang Zhou Mu Zhou Dimitris N. Metaxas LM&MA 53 2 0 13 Jan 2025
LaB-RAG: Label Boosted Retrieval Augmented Generation for Radiology Report Generation Steven Song Anirudh Subramanyam Irene Madejski Robert L. Grossman MedIm VLM 109 0 0 25 Nov 2024
RadFlag: A Black-Box Hallucination Detection Method for Medical Vision Language Models Serena Zhang Siyang Song Oishi Banerjee J. N. Acosta L. John Fahrner Pranav Rajpurkar VLM 36 0 0 01 Nov 2024
ReXErr: Synthesizing Clinically Meaningful Errors in Diagnostic Radiology Reports Vishwanatha M. Rao Serena Zhang J. N. Acosta Subathra Adithan Pranav Rajpurkar MedIm 34 1 0 17 Sep 2024
HERGen: Elevating Radiology Report Generation with Longitudinal Data Fuying Wang Shenghui Du Lequan Yu MedIm 45 5 0 21 Jul 2024
Fact-Aware Multimodal Retrieval Augmentation for Accurate Medical Radiology Report Generation Liwen Sun James Zhao Megan Han Chenyan Xiong MedIm 58 8 0 21 Jul 2024
A Survey on Trustworthiness in Foundation Models for Medical Image Analysis Congzhen Shi Ryan Rezai Jiaxi Yang Qi Dou Xiaoxiao Li MedIm 34 4 0 03 Jul 2024
Direct Preference Optimization for Suppressing Hallucinated Prior Exams in Radiology Report Generation Oishi Banerjee Hong-Yu Zhou Subathra Adithan Stephen Kwak Kay Wu Pranav Rajpurkar MedIm 47 3 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 33 0 06 Jun 2024
FineRadScore: A Radiology Report Line-by-Line Evaluation Technique Generating Corrections with Severity Scores Alyssa Huang Oishi Banerjee Kay Wu Eduardo Pontes Reis Pranav Rajpurkar MedIm LM&MA 39 6 0 31 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
Automated Radiology Report Generation: A Review of Recent Advances Phillip Sloan Philip Clatworthy Edwin Simpson Majid Mirmehdi 32 17 0 17 May 2024
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 46 20 0 06 May 2024
ChEX: Interactive Localization and Region Description in Chest X-rays Philip Muller Georgios Kaissis Daniel Rueckert 35 5 0 24 Apr 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
Vision-Language Models for Medical Report Generation and Visual Question Answering: A Review Iryna Hartsock Ghulam Rasool 49 62 0 04 Mar 2024
Effectively Fine-tune to Improve Large Multimodal Models for Radiology Report Generation Yuzhe Lu Sungmin Hong Yash Shah Panpan Xu LM&MA MedIm 32 7 0 03 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 27 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
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 36 47 0 22 Nov 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
Controllable Chest X-Ray Report Generation from Longitudinal Representations F. Serra Chaoyang Wang F. Deligianni Jeffrey Stephen Dalton Alison Q. OÑeil MedIm 33 13 0 09 Oct 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
Boosting Radiology Report Generation by Infusing Comparison Prior Sang-Hun Kim Farhad Nooralahzadeh Morteza Rohanian Koji Fujimoto Mizuho Nishio R. Sakamoto F. Rinaldi Michael Krauthammer MedIm 23 4 0 08 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
Multimodal Image-Text Matching Improves Retrieval-based Chest X-Ray Report Generation Jaehwan Jeong Katherine Tian Andrew Li Sina Hartung Fardad Behzadi Juan Calle David E Osayande M. Pohlen Subathra Adithan Pranav Rajpurkar MedIm 35 45 0 29 Mar 2023
Large AI Models in Health Informatics: Applications, Challenges, and the Future Jianing Qiu Lin Li Jiankai Sun Jiachuan Peng Peilun Shi ... Bo Xiao Wu Yuan Ningli Wang Dong Xu Benny Lo AI4MH LM&MA 42 127 0 21 Mar 2023
Vision-Language Generative Model for View-Specific Chest X-ray Generation HyunGyung Lee Dayun Lee Wonjae Kim Jin-Hwa Kim Tackeun Kim Jihang Kim Leonard Sunwoo Edward Choi LM&MA MedIm 21 7 0 23 Feb 2023
Learning to Exploit Temporal Structure for Biomedical Vision-Language Processing Shruthi Bannur Stephanie L. Hyland Qianchu Liu Fernando Pérez-García Maximilian Ilse ... Maria T. A. Wetscherek M. Lungren A. Nori Javier Alvarez-Valle Ozan Oktay 36 110 0 11 Jan 2023
Advances in Medical Image Analysis with Vision Transformers: A Comprehensive Review Reza Azad A. Kazerouni Moein Heidari Ehsan Khodapanah Aghdam Amir Molaei Yiwei Jia Abin Jose Rijo Roy Dorit Merhof MedIm ViT 41 161 0 09 Jan 2023
Improving Factual Completeness and Consistency of Image-to-Text Radiology Report Generation Yasuhide Miura Yuhao Zhang Emily Bao Tsai C. Langlotz Dan Jurafsky MedIm 154 156 0 20 Oct 2020
Towards Faithful Neural Table-to-Text Generation with Content-Matching Constraints Zhenyi Wang Xiaoyang Wang Bang An Dong Yu Changyou Chen LMTD 168 84 0 03 May 2020
Google's Neural Machine Translation System: Bridging the Gap between Human and Machine Translation Yonghui Wu M. Schuster Z. Chen Quoc V. Le Mohammad Norouzi ... Alex Rudnick Oriol Vinyals G. Corrado Macduff Hughes J. Dean AIMat 716 6,746 0 26 Sep 2016