Improving Chest X-Ray Report Generation by Leveraging Warm Starting

24 January 2022

Papers citing "Improving Chest X-Ray Report Generation by Leveraging Warm Starting"

48 / 48 papers shown

Title
Evaluating Vision Language Model Adaptations for Radiology Report Generation in Low-Resource Languages Marco Salmè R. Sicilia Paolo Soda V. Guarrasi 124 0 0 02 May 2025
Leveraging LLMs for Multimodal Retrieval-Augmented Radiology Report Generation via Key Phrase Extraction Kyoyun Choi Byungmu Yoon Soobum Kim Jonggwon Park 33 0 0 10 Apr 2025
Towards Statistical Factuality Guarantee for Large Vision-Language Models Z. Li Chao Yan Nicholas J. Jackson Wendi Cui B. Li Jiaxin Zhang Bradley Malin 71 0 0 27 Feb 2025
Enhanced Contrastive Learning with Multi-view Longitudinal Data for Chest X-ray Report Generation Kang Liu Zhuoqi Ma Xiaolu Kang Yunan Li Kun Xie Zhicheng Jiao Qiguang Miao 36 3 0 27 Feb 2025
A Survey of Large Language Models for Healthcare: from Data, Technology, and Applications to Accountability and Ethics Kai He Rui Mao Qika Lin Yucheng Ruan Xiang Lan Mengling Feng Erik Cambria LM&MA AILaw 93 153 0 28 Jan 2025
Vision-Language Models for Automated Chest X-ray Interpretation: Leveraging ViT and GPT-2 Md. Rakibul Islam Md. Zahid Hossain Mustofa Ahmed Most. Sharmin Sultana Samu LM&MA MedIm 35 0 0 21 Jan 2025
A Comprehensive Survey of Foundation Models in Medicine Wasif Khan Seowung Leem Kyle B. See Joshua K. Wong Shaoting Zhang R. Fang AI4CE LM&MA VLM 102 18 0 17 Jan 2025
GIT-CXR: End-to-End Transformer for Chest X-Ray Report Generation Iustin Sîrbu Iulia-Renata Sîrbu Jasmina Bogojeska Traian Rebedea MedIm ViT LM&MA 31 0 0 05 Jan 2025
Gla-AI4BioMed at RRG24: Visual Instruction-tuned Adaptation for Radiology Report Generation Xi Zhang Zaiqiao Meng Jake Lever Edmond S. L. Ho LM&MA 104 2 0 06 Dec 2024
FG-CXR: A Radiologist-Aligned Gaze Dataset for Enhancing Interpretability in Chest X-Ray Report Generation Trong-Thang Pham Ngoc-Vuong Ho Nhat-Tan Bui T. Phan Patel Brijesh ... Gianfranco Doretto Anh Nguyen Carol C. Wu Hien Nguyen Ngan Le 92 2 0 23 Nov 2024
Large Language Model with Region-guided Referring and Grounding for CT Report Generation Z. Chen Yequan Bie Haibo Jin Hao Chen 164 0 0 23 Nov 2024
ReXrank: A Public Leaderboard for AI-Powered Radiology Report Generation Xiaoman Zhang Hong-Yu Zhou Xiaoli Yang Oishi Banerjee J. N. Acosta Josh Miller Ouwen Huang Pranav Rajpurkar LM&MA 72 3 0 22 Nov 2024
MedImageInsight: An Open-Source Embedding Model for General Domain Medical Imaging Noel Codella Ying Jin Shrey Jain Yu Gu Ho Hin Lee ... Jenq-Neng Hwang Thomas Lin I. Tarapov M. Lungren Mu-Hsin Wei LM&MA VLM MedIm 40 8 0 09 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 31 8 0 04 Oct 2024
CXPMRG-Bench: Pre-training and Benchmarking for X-ray Medical Report Generation on CheXpert Plus Dataset Xiao Wang Fuling Wang Yuehang Li Qingchuan Ma Shiao Wang Bo Jiang Chuanfu Li Jin Tang 35 2 0 01 Oct 2024
KARGEN: Knowledge-enhanced Automated Radiology Report Generation Using Large Language Models Yingshu Li Zhanyu Wang Yunyi Liu Lei Wang Lingqiao Liu Luping Zhou 33 3 0 09 Sep 2024
e-Health CSIRO at RRG24: Entropy-Augmented Self-Critical Sequence Training for Radiology Report Generation Aaron Nicolson Jinghui Liu Jason Dowling Anthony N. Nguyen Bevan Koopman 25 3 0 07 Aug 2024
HERGen: Elevating Radiology Report Generation with Longitudinal Data Fuying Wang Shenghui Du Lequan Yu MedIm 40 5 0 21 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 32 3 0 02 Jul 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
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 29 6 0 31 May 2024
Textual Inversion and Self-supervised Refinement for Radiology Report Generation Yuanjiang Luo Hongxiang Li Xuan Wu Meng Cao Xiaoshuang Huang Zhihong Zhu Peixi Liao Hu Chen Yi Zhang MedIm 28 2 0 31 May 2024
Multi-modality Regional Alignment Network for Covid X-Ray Survival Prediction and Report Generation Zhusi Zhong Jie Li J. Sollee Scott Collins Harrison X. Bai Paul J Zhang Terrance Healey Michael Atalay Xinbo Gao Zhicheng Jiao 38 1 0 23 May 2024
Structural Entities Extraction and Patient Indications Incorporation for Chest X-ray Report Generation Kang Liu Zhuoqi Ma Xiaolu Kang Zhusi Zhong Zhicheng Jiao Grayson Baird Harrison X. Bai Qiguang Miao 36 4 0 23 May 2024
Automated Radiology Report Generation: A Review of Recent Advances Phillip Sloan Philip Clatworthy Edwin Simpson Majid Mirmehdi 30 17 0 17 May 2024
Factual Serialization Enhancement: A Key Innovation for Chest X-ray Report Generation Kang Liu Zhuoqi Ma Mengmeng Liu Zhicheng Jiao Xiaolu Kang Qiguang Miao Kun Xie MedIm 37 1 0 15 May 2024
A Comprehensive Survey on Evaluating Large Language Model Applications in the Medical Industry Yining Huang Keke Tang Meilian Chen Boyuan Wang ELM LM&MA 19 14 0 24 Apr 2024
ChEX: Interactive Localization and Region Description in Chest X-rays Philip Muller Georgios Kaissis Daniel Rueckert 28 5 0 24 Apr 2024
Prompt-Guided Generation of Structured Chest X-Ray Report Using a Pre-trained LLM Hongzhao Li Hongyu Wang Xia Sun Hua He Jun Feng 27 4 0 17 Apr 2024
Memory-based Cross-modal Semantic Alignment Network for Radiology Report Generation Yitian Tao Liyan Ma Jing Yu Han Zhang MedIm 31 6 0 31 Mar 2024
Dia-LLaMA: Towards Large Language Model-driven CT Report Generation Zhixuan Chen Luyang Luo Yequan Bie Hao Chen LM&MA 16 14 0 25 Mar 2024
Large Language Models in Biomedical and Health Informatics: A Bibliometric Review Huizi Yu Lizhou Fan Lingyao Li Jiayan Zhou Zihui Ma ... Sijia He Mingyu Jin Yongfeng Zhang Ashvin Gandhi Xin Ma LM&MA 32 11 0 24 Mar 2024
HistGen: Histopathology Report Generation via Local-Global Feature Encoding and Cross-modal Context Interaction Zhengrui Guo Jiabo Ma Ying Xu Yihui Wang Liansheng Wang Hao Chen 50 16 0 08 Mar 2024
CheX-GPT: Harnessing Large Language Models for Enhanced Chest X-ray Report Labeling Jawook Gu Hankyu Cho Jiho Kim Kihyun You Eun K. Hong Byungseok Roh 30 6 0 21 Jan 2024
Effectively Fine-tune to Improve Large Multimodal Models for Radiology Report Generation Yuzhe Lu Sungmin Hong Yash Shah Panpan Xu LM&MA MedIm 19 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 25 11 0 30 Nov 2023
A Systematic Review of Deep Learning-based Research on Radiology Report Generation Chang Liu Yuanhe Tian Yan Song MedIm 27 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 Codella M. Lungren Maria T. A. Wetscherek Ozan Oktay Javier Alvarez-Valle 34 47 0 22 Nov 2023
Rethinking Radiology Report Generation via Causal Reasoning and Counterfactual Augmentation Xiao Song Jiafan Liu Yun Li Wenbin Lei Ruxin Wang CML 17 0 0 22 Nov 2023
PromptMRG: Diagnosis-Driven Prompts for Medical Report Generation Haibo Jin Haoxuan Che Yi-Mou Lin Haoxing Chen MedIm 30 56 0 24 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 35 241 0 26 Jul 2023
Conformal Language Modeling Victor Quach Adam Fisch Tal Schuster Adam Yala J. Sohn Tommi Jaakkola Regina Barzilay 77 55 0 16 Jun 2023
Interactive and Explainable Region-guided Radiology Report Generation Tim Tanida Philip Muller Georgios Kaissis Daniel Rueckert MedIm 35 110 0 17 Apr 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 33 45 0 29 Mar 2023
ChatCAD: Interactive Computer-Aided Diagnosis on Medical Image using Large Language Models Sheng Wang Zihao Zhao Xi Ouyang Qian Wang Dinggang Shen LM&MA MedIm 24 139 0 14 Feb 2023
Intriguing Properties of Vision Transformers Muzammal Naseer Kanchana Ranasinghe Salman Khan Munawar Hayat F. Khan Ming-Hsuan Yang ViT 253 620 0 21 May 2021
Diagnostic Captioning: A Survey John Pavlopoulos Vasiliki Kougia Ion Androutsopoulos D. Papamichail 3DV MedIm 89 26 0 18 Jan 2021
CheXtransfer: Performance and Parameter Efficiency of ImageNet Models for Chest X-Ray Interpretation Alexander Ke William Ellsworth Oishi Banerjee A. Ng Pranav Rajpurkar MedIm 65 101 0 18 Jan 2021