RATCHET: Medical Transformer for Chest X-ray Diagnosis and Reporting

5 July 2021

Georgios Kaissis

Papers citing "RATCHET: Medical Transformer for Chest X-ray Diagnosis and Reporting"

30 / 30 papers shown

Title
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 24 2 0 07 Oct 2024
Quality Control for Radiology Report Generation Models via Auxiliary Auditing Components Hermione Warr Yasin Ibrahim Daniel R. McGowan Konstantinos Kamnitsas 33 0 0 31 Jul 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 Report Generation for Lung Cytological Images Using a CNN Vision Classifier and Multiple-Transformer Text Decoders: Preliminary Study Atsushi Teramoto Ayano Michiba Yuka Kiriyama Tetsuya Tsukamoto K. Imaizumi H. Fujita MedIm 14 1 0 26 Mar 2024
Learning To Guide Human Decision Makers With Vision-Language Models Debodeep Banerjee Stefano Teso Burcu Sayin Andrea Passerini 32 1 0 25 Mar 2024
CAManim: Animating end-to-end network activation maps Emily Kaczmarek Olivier X. Miguel Alexa C. Bowie R. Ducharme Alysha L. J. Dingwall-Harvey S. Hawken Christine M. Armour Mark C. Walker Kevin Dick HAI 19 1 0 19 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
TLMCM Network for Medical Image Hierarchical Multi-Label Classification Meng Wu Siyan Luo Qiyu Wu W. Ouyang 22 0 0 01 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
Learning to Guide Human Experts via Personalized Large Language Models Debodeep Banerjee Stefano Teso Andrea Passerini LLMAG 16 0 0 11 Aug 2023
The Impact of Imperfect XAI on Human-AI Decision-Making Katelyn Morrison Philipp Spitzer Violet Turri Michelle C. Feng Niklas Kühl Adam Perer 30 32 0 25 Jul 2023
Knowledge Boosting: Rethinking Medical Contrastive Vision-Language Pre-Training Xiaofei Chen Yuting He Cheng Xue Rongjun Ge Shuo Li Guanyu Yang VLM MedIm 26 12 0 14 Jul 2023
Rad-ReStruct: A Novel VQA Benchmark and Method for Structured Radiology Reporting Chantal Pellegrini Matthias Keicher Ege Ozsoy Nassir Navab 27 13 0 11 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
MvCo-DoT:Multi-View Contrastive Domain Transfer Network for Medical Report Generation Ruizhi Wang Xiang-Fei Wang Zhenghua Xu Wenting Xu Junyang Chen Thomas Lukasiewicz 11 5 0 15 Apr 2023
Prior-RadGraphFormer: A Prior-Knowledge-Enhanced Transformer for Generating Radiology Graphs from X-Rays Yi Xiong Jingsong Liu Kamilia Zaripova Sahand Sharifzadeh Matthias Keicher Nassir Navab MedIm 25 2 0 24 Mar 2023
SwinCross: Cross-modal Swin Transformer for Head-and-Neck Tumor Segmentation in PET/CT Images Gary Y. Li Junyu Chen Se-In Jang Kuang Gong Quanzheng Li ViT MedIm 41 14 0 08 Feb 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
On the Importance of Image Encoding in Automated Chest X-Ray Report Generation Otabek Nazarov Mohammad Yaqub Karthik Nandakumar MedIm 19 3 0 24 Nov 2022
CAMANet: Class Activation Map Guided Attention Network for Radiology Report Generation Jun Wang A. Bhalerao Terry Yin Simon See Yulan He MedIm 28 15 0 02 Nov 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
Recent Progress in Transformer-based Medical Image Analysis Zhao-cheng Liu Qiujie Lv Ziduo Yang Yifan Li Chau Hung Lee Leizhao Shen MedIm 42 56 0 13 Aug 2022
Cross-modal Prototype Driven Network for Radiology Report Generation Jun Wang A. Bhalerao Yulan He MedIm 88 72 0 11 Jul 2022
Explaining Chest X-ray Pathologies in Natural Language Maxime Kayser Cornelius Emde Oana-Maria Camburu Guy Parsons B. Papież Thomas Lukasiewicz MedIm 10 27 0 09 Jul 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
FlexR: Few-shot Classification with Language Embeddings for Structured Reporting of Chest X-rays Matthias Keicher Kamilia Zaripova Tobias Czempiel Kristina Mach Ashkan Khakzar Nassir Navab MedIm 16 11 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
Chest X-ray Report Generation through Fine-Grained Label Learning T. Syeda-Mahmood Ken C. L. Wong Yaniv Gur Joy T. Wu A. Jadhav ... A. Pillai Arjun Sharma A. Syed Orest Boyko Mehdi Moradi 29 45 0 27 Jul 2020