AlignTransformer: Hierarchical Alignment of Visual Regions and Disease Tags for Medical Report Generation

18 March 2022

Papers citing "AlignTransformer: Hierarchical Alignment of Visual Regions and Disease Tags for Medical Report Generation"

50 / 55 papers shown

Title
DART: Disease-aware Image-Text Alignment and Self-correcting Re-alignment for Trustworthy Radiology Report Generation Sang-Jun Park Keun-Soo Heo Dong-Hee Shin Young-Han Son Ji-Hye Oh Tae-Eui Kam MedIm 34 0 0 16 Apr 2025
Unlocking the Potential of Weakly Labeled Data: A Co-Evolutionary Learning Framework for Abnormality Detection and Report Generation Jinghan Sun Dong-mei Wei Zhe Xu Donghuan Lu Hong Liu Hong Wang Sotirios A. Tsaftaris Steven G. McDonagh Yefeng Zheng Liansheng Wang MedIm 94 0 0 18 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
Resource-Efficient Medical Report Generation using Large Language Models Abdullah Ameer Hamza Seong Tae Kim LM&MA MedIm 19 0 0 21 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
See Detail Say Clear: Towards Brain CT Report Generation via Pathological Clue-driven Representation Learning Chengxin Zheng Junzhong Ji Yanzhao Shi Xiaodan Zhang Liangqiong Qu 3DV MedIm 24 3 0 29 Sep 2024
Clinical-grade Multi-Organ Pathology Report Generation for Multi-scale Whole Slide Images via a Semantically Guided Medical Text Foundation Model J. Tan SeungKyu Kim Eunsu Kim Sung Hak Lee Sangjeong Ahn Won-Ki Jeong 31 1 0 23 Sep 2024
Aligning Medical Images with General Knowledge from Large Language Models X. B. Fang Yi Lin Dong Zhang Kwang-Ting Cheng Hao Chen LM&MA VLM 30 4 0 31 Aug 2024
CT-AGRG: Automated Abnormality-Guided Report Generation from 3D Chest CT Volumes Theo Di Piazza 26 0 0 21 Aug 2024
R2GenCSR: Retrieving Context Samples for Large Language Model based X-ray Medical Report Generation Xiao Wang Yuehang Li Fuling Wang Shiao Wang Chuanfu Li Bo Jiang MedIm 39 6 0 19 Aug 2024
HERGen: Elevating Radiology Report Generation with Longitudinal Data Fuying Wang Shenghui Du Lequan Yu MedIm 40 5 0 21 Jul 2024
DWARF: Disease-weighted network for attention map refinement Haozhe Luo Aurélie Pahud de Mortanges Oana Inel Abraham Bernstein Mauricio Reyes MedIm 31 3 0 24 Jun 2024
Knowledge-grounded Adaptation Strategy for Vision-language Models: Building Unique Case-set for Screening Mammograms for Residents Training Aisha Urooj Khan John W. Garrett Tyler J. Bradshaw Lonie R. Salkowski Jiwoong Jeong Amara Tariq Imon Banerjee VLM 28 1 0 30 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
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
FITA: Fine-grained Image-Text Aligner for Radiology Report Generation Honglong Yang Hui Tang Xiaomeng Li MedIm 36 1 0 02 May 2024
SERPENT-VLM : Self-Refining Radiology Report Generation Using Vision Language Models M. Kapadnis Sohan Patnaik Abhilash Nandy Sourjyadip Ray Pawan Goyal Debdoot Sheet VLM 33 3 0 27 Apr 2024
UniDCP: Unifying Multiple Medical Vision-language Tasks via Dynamic Cross-modal Learnable Prompts Chenlu Zhan Yufei Zhang Yu Lin Gaoang Wang Hongwei Wang VLM MedIm 28 5 0 18 Dec 2023
Visual Grounding of Whole Radiology Reports for 3D CT Images Akimichi Ichinose Taro Hatsutani Keigo Nakamura Yoshiro Kitamura S. Iizuka E. Simo-Serra Shoji Kido Noriyuki Tomiyama 21 7 0 08 Dec 2023
MedXChat: A Unified Multimodal Large Language Model Framework towards CXRs Understanding and Generation Ling Yang Zhanyu Wang Zhenghao Chen Xinyu Liang Luping Zhou LM&MA MedIm 56 6 0 04 Dec 2023
A Systematic Review of Deep Learning-based Research on Radiology Report Generation Chang Liu Yuanhe Tian Yan Song MedIm 29 15 0 23 Nov 2023
Complex Organ Mask Guided Radiology Report Generation Tiancheng Gu Dongnan Liu Zhiyuan Li Weidong Cai MedIm 25 14 0 04 Nov 2023
C^2M-DoT: Cross-modal consistent multi-view medical report generation with domain transfer network Ruizhi Wang Xiang-Fei Wang Jie Zhou Thomas Lukasiewicz Zhenghua Xu 32 1 0 09 Oct 2023
Dynamic Multi-Domain Knowledge Networks for Chest X-ray Report Generation Weihua Liu Youyuan Xue Chaochao Lin Said Boumaraf MedIm 11 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
A scoping review on multimodal deep learning in biomedical images and texts Zhaoyi Sun Mingquan Lin Qingqing Zhu Qianqian Xie Fei-Yue Wang Zhiyong Lu Yifan Peng 26 18 0 14 Jul 2023
Reading Radiology Imaging Like The Radiologist Yuhao Wang MedIm 27 0 0 12 Jul 2023
Transformers in Healthcare: A Survey Subhash Nerella S. Bandyopadhyay Jiaqing Zhang Miguel Contreras Scott Siegel ... Jessica Sena B. Shickel A. Bihorac Kia Khezeli Parisa Rashidi MedIm AI4CE 19 25 0 30 Jun 2023
KiUT: Knowledge-injected U-Transformer for Radiology Report Generation Zhongzhen Huang Xiaofan Zhang Shaoting Zhang MedIm 25 51 0 20 Jun 2023
ORGAN: Observation-Guided Radiology Report Generation via Tree Reasoning Wenjun Hou Kaishuai Xu Yi Cheng Wenjie Li Jiangming Liu 16 32 0 10 Jun 2023
Customizing General-Purpose Foundation Models for Medical Report Generation Bang-ju Yang Asif Raza Yuexian Zou Tong Zhang MedIm 11 11 0 09 Jun 2023
Multi-task Paired Masking with Alignment Modeling for Medical Vision-Language Pre-training Kecheng Zhang Jing Zhang Jun Yu Han Jiang Jianping Fan Qing-An Huang Weidong Han MedIm 30 29 0 13 May 2023
Interactive and Explainable Region-guided Radiology Report Generation Tim Tanida Philip Muller Georgios Kaissis Daniel Rueckert MedIm 35 110 0 17 Apr 2023
METransformer: Radiology Report Generation by Transformer with Multiple Learnable Expert Tokens Zhanyu Wang Lingqiao Liu Lei Wang Luping Zhou MedIm 13 71 0 05 Apr 2023
Vision-Language Modelling For Radiological Imaging and Reports In The Low Data Regime Rhydian Windsor A. Jamaludin T. Kadir Andrew Zisserman VLM 22 11 0 30 Mar 2023
Cross-Modal Causal Intervention for Medical Report Generation Weixing Chen Yang Liu Ce Wang Jiarui Zhu Shen Zhao Guanbin Li Cheng-Lin Liu Liang Lin 28 5 0 16 Mar 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 30 161 0 09 Jan 2023
Aligning Source Visual and Target Language Domains for Unpaired Video Captioning Fenglin Liu Xian Wu Chenyu You Shen Ge Yuexian Zou Xu Sun 19 23 0 22 Nov 2022
Self adaptive global-local feature enhancement for radiology report generation Yuhao Wang Kai Wang Xiaohong Liu Tianrun Gao Jingyue Zhang Guangyu Wang MedIm 23 13 0 21 Nov 2022
Improving Radiology Summarization with Radiograph and Anatomy Prompts Jinpeng Hu Zhihong Chen Yang Liu Xiang Wan Tsung-Hui Chang MedIm 23 8 0 15 Oct 2022
Hybrid Reinforced Medical Report Generation with M-Linear Attention and Repetition Penalty Wenting Xu Zhenghua Xu Junyang Chen Chang Qi Thomas Lukasiewicz MedIm 21 6 0 14 Oct 2022
Detailed Annotations of Chest X-Rays via CT Projection for Report Understanding C. Seibold Simon Reiß Saquib Sarfraz M. Fink Victoria L. Mayer Jan Sellner Moon S. Kim Klaus H. Maier-Hein Jens Kleesiek Rainer Stiefelhagen 31 18 0 07 Oct 2022
Self-Supervised-RCNN for Medical Image Segmentation with Limited Data Annotation B. Felfeliyan A. Hareendranathan G. Kuntze David Cornell Nils D. Forkert Jacob L. Jaremko J. Ronsky 14 17 0 17 Jul 2022
Attributed Abnormality Graph Embedding for Clinically Accurate X-Ray Report Generation Sixing Yan William K. Cheung Keith W H Chiu Terence M. Tong Charles K. Cheung Simon See MedIm 31 14 0 04 Jul 2022
Competence-based Multimodal Curriculum Learning for Medical Report Generation Fenglin Liu Shen Ge Yuexian Zou Xian Wu MedIm 25 131 0 24 Jun 2022
A Self-Guided Framework for Radiology Report Generation Jun Li Shibo Li Ying Hu Huiren Tao MedIm 20 21 0 19 Jun 2022
A survey on attention mechanisms for medical applications: are we moving towards better algorithms? Tiago Gonçalves Isabel Rio-Torto Luís F. Teixeira J. S. Cardoso OOD MedIm 24 36 0 26 Apr 2022
Vision Transformers in Medical Computer Vision -- A Contemplative Retrospection Arshi Parvaiz Muhammad Anwaar Khalid Rukhsana Zafar Huma Ameer M. Ali M. Fraz MedIm 11 59 0 29 Mar 2022
Transformers in Medical Imaging: A Survey Fahad Shamshad Salman Khan Syed Waqas Zamir Muhammad Haris Khan Munawar Hayat F. Khan H. Fu ViT LM&MA MedIm 108 663 0 24 Jan 2022