Online Iterative Self-Alignment for Radiology Report Generation

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Online Iterative Self-Alignment for Radiology Report Generation

17 May 2025

Author Contacts:

xiaoting@ecust.edu.cn y80230058@mail.ecust.edu.cn z-yang21@mails.tsinghua.edu.cn Y80240086@mail.ecust.edu.cn wangzhe@ecust.edu.cn baicj@chinatelecom.cn

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Papers citing "Online Iterative Self-Alignment for Radiology Report Generation"

18 / 18 papers shown

Title
MiniGPT-Med: Large Language Model as a General Interface for Radiology Diagnosis Asma Alkhaldi Raneem Alnajim Layan Alabdullatef Rawan Alyahya Jun Chen Deyao Zhu Ahmed Z. Alsinan Mohamed Elhoseiny LM&MA MedIm 86 25 0 04 Jul 2024
MedVersa: A Generalist Foundation Model for Medical Image Interpretation Hong-Yu Zhou Subathra Adithan J. N. Acosta Suvrankar Datta E. Topol Pranav Rajpurkar MedIm 80 29 0 13 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 82 27 0 06 May 2024
Iterative Preference Learning from Human Feedback: Bridging Theory and Practice for RLHF under KL-Constraint Wei Xiong Hanze Dong Chen Ye Ziqi Wang Han Zhong Heng Ji Nan Jiang Tong Zhang OffRL 87 197 0 18 Dec 2023
Beyond One-Preference-Fits-All Alignment: Multi-Objective Direct Preference Optimization Zhanhui Zhou Jie Liu Chao Yang Jing Shao Yu Liu Xiangyu Yue Wanli Ouyang Yu Qiao 68 60 0 05 Oct 2023
PromptMRG: Diagnosis-Driven Prompts for Medical Report Generation Haibo Jin Haoxuan Che Yi Lin Haoxing Chen MedIm 77 65 0 24 Aug 2023
Is RLHF More Difficult than Standard RL? Yuanhao Wang Qinghua Liu Chi Jin OffRL 50 63 0 25 Jun 2023
Principled Reinforcement Learning with Human Feedback from Pairwise or $K$ -wise Comparisons Banghua Zhu Jiantao Jiao Michael I. Jordan OffRL 87 204 0 26 Jan 2023
Improving the Factual Correctness of Radiology Report Generation with Semantic Rewards Jean-Benoit Delbrouck Pierre J. Chambon Christian Blüthgen E. Tsai Omar Almusa C. Langlotz MedIm 89 79 0 21 Oct 2022
A Medical Semantic-Assisted Transformer for Radiographic Report Generation Zhanyu Wang Mingkang Tang Lei Wang Xiu Li Luping Zhou ViT MedIm 55 57 0 22 Aug 2022
Human-in-the-loop: Provably Efficient Preference-based Reinforcement Learning with General Function Approximation Xiaoyu Chen Han Zhong Zhuoran Yang Zhaoran Wang Liwei Wang 163 69 0 23 May 2022
Cross-modal Memory Networks for Radiology Report Generation Zhihong Chen Yaling Shen Yan Song Xiang Wan MedIm 78 259 0 28 Apr 2022
RadGraph: Extracting Clinical Entities and Relations from Radiology Reports Saahil Jain Ashwin Agrawal A. Saporta Steven QH Truong D. Duong ... Yuhao Zhang M. Lungren A. Ng C. Langlotz Pranav Rajpurkar MedIm 94 210 0 28 Jun 2021
Generating Radiology Reports via Memory-driven Transformer Zhihong Chen Yan Song Tsung-Hui Chang Xiang Wan MedIm 65 479 0 30 Oct 2020
CheXbert: Combining Automatic Labelers and Expert Annotations for Accurate Radiology Report Labeling Using BERT Akshay Smit Saahil Jain Pranav Rajpurkar Anuj Pareek A. Ng M. Lungren MedIm 44 331 0 20 Apr 2020
BERTScore: Evaluating Text Generation with BERT Tianyi Zhang Varsha Kishore Felix Wu Kilian Q. Weinberger Yoav Artzi 329 5,845 0 21 Apr 2019
MIMIC-CXR-JPG, a large publicly available database of labeled chest radiographs Alistair E. W. Johnson Tom Pollard Nathaniel R. Greenbaum M. Lungren Chih-ying Deng Yifan Peng Zhiyong Lu R. Mark Seth Berkowitz Steven Horng MedIm 94 812 0 21 Jan 2019
Deep reinforcement learning from human preferences Paul Christiano Jan Leike Tom B. Brown Miljan Martic Shane Legg Dario Amodei 190 3,318 0 12 Jun 2017