Learning to recognize Abnormalities in Chest X-Rays with Location-Aware Dense Networks

12 March 2018

Papers citing "Learning to recognize Abnormalities in Chest X-Rays with Location-Aware Dense Networks"

50 / 63 papers shown

Title
DeepChest: Dynamic Gradient-Free Task Weighting for Effective Multi-Task Learning in Chest X-ray Classification Youssef Mohamed Noran Mohamed Khaled Abouhashad Feilong Tang Sara Atito Shoaib Jameel Imran Razzak A. Zaky 63 0 0 29 May 2025
In-Model Merging for Enhancing the Robustness of Medical Imaging Classification Models Hu Wang Ibrahim Almakky Congbo Ma Numan Saeed Mohammad Yaqub MoMe 132 0 0 27 Feb 2025
Cross- and Intra-image Prototypical Learning for Multi-label Disease Diagnosis and Interpretation Chong Wang Fengbei Liu Yuanhong Chen Helen Frazer Gustavo Carneiro 123 2 0 07 Nov 2024
Computer-Aided Diagnosis of Thoracic Diseases in Chest X-rays using hybrid CNN-Transformer Architecture Sonit Singh MedIm ViT 53 1 0 18 Apr 2024
Learning Low-Rank Feature for Thorax Disease Classification Rajeev Goel Utkarsh Nath Yancheng Wang Alvin C. Silva Teresa Wu Yingzhen Yang 92 0 0 14 Feb 2024
CADICA: a new dataset for coronary artery disease detection by using invasive coronary angiography Ariadna Jiménez-Partinen Miguel A. Molina-Cabello Karl Thurnhofer-Hemsi Esteban J. Palomo Jorge Rodríguez-Capitán A. I. Molina-Ramos Manuel Jiménez-Navarro 45 10 0 01 Feb 2024
Decentralised, Collaborative, and Privacy-preserving Machine Learning for Multi-Hospital Data Cong Fang Adam Dziedzic Lin Zhang Laura Oliva A. Verma Fahad Razak Nicolas Papernot Bo Wang OOD 45 14 0 31 Jan 2024
A novel method to enhance pneumonia detection via a model-level ensembling of CNN and vision transformer S. Angara Nishith Reddy Mannuru Aashrith Mannuru S. Thirunagaru ViT MedIm 76 2 0 04 Jan 2024
Lung Diseases Image Segmentation using Faster R-CNNs Mihir Jain 19 0 0 10 Sep 2023
GazeGNN: A Gaze-Guided Graph Neural Network for Chest X-ray Classification Bin Wang Hongyi Pan Armstrong Aboah Zheyu Zhang Elif Keles Drew Torigian Baris Turkbey Elizabeth A. Krupinski Jayaram K. Udupa Ulas Bagci 115 25 0 29 May 2023
Chest X-ray Image Classification: A Causal Perspective Weizhi Nie Chen Zhang Dan Song Lina Zhao Yunru Bai Keliang Xie Anan Liu CML 77 13 0 20 May 2023
BB-GCN: A Bi-modal Bridged Graph Convolutional Network for Multi-label Chest X-Ray Recognition Guoli Wang Pingping Wang Jinyu Cong Kun-Meng Liu Benzheng Wei 61 3 0 22 Feb 2023
Generating and Weighting Semantically Consistent Sample Pairs for Ultrasound Contrastive Learning Yixiong Chen Chunhui Zhang C. Ding Li Liu 99 14 0 08 Dec 2022
Generation of Anonymous Chest Radiographs Using Latent Diffusion Models for Training Thoracic Abnormality Classification Systems Kai Packhauser Lukas Folle Florian Thamm Andreas Maier DiffM MedIm 111 64 0 02 Nov 2022
Delving into Masked Autoencoders for Multi-Label Thorax Disease Classification Junfei Xiao Yutong Bai Alan Yuille Zongwei Zhou MedIm ViT 82 62 0 23 Oct 2022
Probabilistic Integration of Object Level Annotations in Chest X-ray Classification Tom van Sonsbeek Xiantong Zhen Dwarikanath Mahapatra M. Worring 77 14 0 13 Oct 2022
EmbryosFormer: Deformable Transformer and Collaborative Encoding-Decoding for Embryos Stage Development Classification Tien-Phat Nguyen Trong-Thang Pham Tri Minh Nguyen Hung Le Dung Nguyen Hau Lam Phong H. Nguyen Jennifer Fowler Minh-Triet Tran Ngan Le ViT 91 17 0 07 Oct 2022
ThoraX-PriorNet: A Novel Attention-Based Architecture Using Anatomical Prior Probability Maps for Thoracic Disease Classification Md. Iqbal Hossain Mohammad Zunaed Md. Kawsar Ahmed S. M. J. Hossain Anwarul Hasan Taufiq Hasan ViT 85 7 0 06 Oct 2022
Deep Learning-based Anonymization of Chest Radiographs: A Utility-preserving Measure for Patient Privacy Kai Packhauser Sebastian Gündel Florian Thamm Felix Denzinger Andreas Maier 56 4 0 23 Sep 2022
A simple normalization technique using window statistics to improve the out-of-distribution generalization on medical images Chengfeng Zhou Songchang Chen Chenming Xu Jun Wang Feng Liu Chun Zhang Juan Ye Hefeng Huang Xiaobo Li OOD 68 1 0 07 Jul 2022
SwinCheX: Multi-label classification on chest X-ray images with transformers Sina Taslimi Soroush Taslimi Nima Fathi Mohammad Salehi M. Rohban ViT MedIm 83 27 0 09 Jun 2022
External Attention Assisted Multi-Phase Splenic Vascular Injury Segmentation with Limited Data Yuyin Zhou D. Dreizin Yan Wang Fengze Liu Wei Shen Alan Yuille 66 16 0 04 Jan 2022
Learning Hierarchical Attention for Weakly-supervised Chest X-Ray Abnormality Localization and Diagnosis Xi Ouyang Srikrishna Karanam Ziyan Wu Terrence Chen Jiayu Huo X. Zhou Qian Wang Jie Cheng OOD 60 94 0 23 Dec 2021
Label-Assemble: Leveraging Multiple Datasets with Partial Labels Mintong Kang Bowen Li Zengle Zhu Yongyi Lu Elliot K. Fishman Alan Yuille Zongwei Zhou 94 18 0 25 Sep 2021
Robust Classification from Noisy Labels: Integrating Additional Knowledge for Chest Radiography Abnormality Assessment Sebastian Gündel A. Setio Florin-Cristian Ghesu Sasa Grbic Bogdan Georgescu Andreas Maier Dorin Comaniciu NoLa 70 28 0 12 Apr 2021
Deep Learning-based Patient Re-identification Is able to Exploit the Biometric Nature of Medical Chest X-ray Data Kai Packhauser Sebastian Gündel Nicolas Münster Christopher Syben Vincent Christlein Andreas Maier OOD 91 48 0 15 Mar 2021
Searching for Pneumothorax in X-Ray Images Using Autoencoded Deep Features Antonio Sze-To Abtin Riasatian Hamid R. Tizhoosh 26 13 0 11 Feb 2021
Flow-Mixup: Classifying Multi-labeled Medical Images with Corrupted Labels Jintai Chen Hongyun Yu Ruiwei Feng Danny Chen Jian Wu 48 13 0 09 Feb 2021
Beyond Fine-tuning: Classifying High Resolution Mammograms using Function-Preserving Transformations Tao Wei Angelica I Aviles-Rivero Shuo Wang Yuan Huang F. Gilbert Carola-Bibiane Schönlieb Chen Chen MedIm 50 18 0 20 Jan 2021
Multi-label Ranking: Mining Multi-label and Label Ranking Data L. Dery 55 7 0 03 Jan 2021
Automatic Diagnosis of Pneumothorax from Chest Radiographs: A Systematic Literature Review Tahira Iqbal A. Shaukat M. Akram Zartasha Mustansar 105 11 0 21 Dec 2020
Deep Mining Generation of Lung Cancer Malignancy Models from Chest X-ray Images M. J. Horry Subrata Chakraborty B. Pradhan M. Paul D. Gomes Anwaar-ul Haq 54 11 0 10 Dec 2020
Deformable Gabor Feature Networks for Biomedical Image Classification Xuan Gong Xin Xia Wentao Zhu Baochang Zhang David Doermann Lian Zhuo OOD MedIm 66 25 0 07 Dec 2020
Using Radiomics as Prior Knowledge for Thorax Disease Classification and Localization in Chest X-rays Yan Han Chongyan Chen Liyan Tang Mingquan Lin Ajay Jaiswal Song Wang Ahmed H. Tewfik George Shih Ying Ding Yifan Peng LM&MA 108 10 0 25 Nov 2020
Evaluating the Clinical Realism of Synthetic Chest X-Rays Generated Using Progressively Growing GANs Bradley Max Segal D. Rubin G. Rubin Adam Pantanowitz MedIm 87 37 0 07 Oct 2020
Bias Field Poses a Threat to DNN-based X-Ray Recognition Binyu Tian Qing Guo Felix Juefei Xu W. L. Chan Yupeng Cheng Xiaohong Li Xiaofei Xie Shengchao Qin AAML AI4CE 105 33 0 19 Sep 2020
Interpretation of smartphone-captured radiographs utilizing a deep learning-based approach Hung Le Phuong Nguyen T. Nguyen K. Le Thanh-Thien Nguyen MedIm 22 2 0 13 Sep 2020
Deep Hiearchical Multi-Label Classification Applied to Chest X-Ray Abnormality Taxonomies Haomin Chen S. Miao Daguang Xu Gregory Hager Adam P. Harrison 67 29 0 11 Sep 2020
Learning from Multiple Datasets with Heterogeneous and Partial Labels for Universal Lesion Detection in CT K. Yan Jinzheng Cai Youjing Zheng Adam P. Harrison D. Jin Youbao Tang Yuxing Tang Lingyun Huang Jing Xiao Le Lu 140 87 0 05 Sep 2020
A free web service for fast COVID-19 classification of chest X-Ray images J. D. B. Castro Ricardo Rei J. E. Ruiz Pedro Marco Achanccaray Diaz S. A. Canchumuni C. M. Villalobos Felipe Borges Coelho L. Mendoza M. Pacheco 45 0 0 27 Aug 2020
An Aggregate Method for Thorax Diseases Classification B. A. Nugroho 23 0 0 07 Aug 2020
Extracting and Leveraging Nodule Features with Lung Inpainting for Local Feature Augmentation S. Guendel A. Setio Sasa Grbic Andreas Maier Dorin Comaniciu 35 3 0 05 Aug 2020
Multi-label Thoracic Disease Image Classification with Cross-Attention Networks Congbo Ma Hu Wang Guosheng Lin 76 58 0 21 Jul 2020
Learning Visual Context by Comparison Minchul Kim Jongchan Park Seil Na C. Park Donggeun Yoo 43 11 0 15 Jul 2020
Quantifying and Leveraging Predictive Uncertainty for Medical Image Assessment Florin-Cristian Ghesu Bogdan Georgescu Awais Mansoor Y. Yoo Eli Gibson ... Ramandeep Singh S. Digumarthy Mannudeep K. Kalra Sasa Grbic Dorin Comaniciu UQCV EDL 63 55 0 08 Jul 2020
Adversarial Attack Vulnerability of Medical Image Analysis Systems: Unexplored Factors Gerda Bortsova C. González-Gonzalo S. Wetstein Florian Dubost Ioannis Katramados ... Bram van Ginneken J. Pluim M. Veta Clara I. Sánchez Marleen de Bruijne AAML MedIm 45 131 0 11 Jun 2020
Deep Mining External Imperfect Data for Chest X-ray Disease Screening Luyang Luo Lequan Yu Hao Chen Quande Liu Xi Wang Jiaqi Xu Pheng-Ann Heng OOD 89 79 0 06 Jun 2020
Region Proposals for Saliency Map Refinement for Weakly-supervised Disease Localisation and Classification Renato Hermoza Gabriel Maicas Jacinto C. Nascimento G. Carneiro 83 22 0 21 May 2020
Models Genesis Zongwei Zhou V. Sodha Jiaxuan Pang Michael B. Gotway Jianming Liang MedIm 75 34 0 09 Apr 2020
Dynamic Graph Correlation Learning for Disease Diagnosis with Incomplete Labels Daizong Liu Shuangjie Xu Pan Zhou Kun He Wei Wei Zichuan Xu 32 1 0 26 Feb 2020