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Comparison of Deep Learning Approaches for Multi-Label Chest X-Ray Classification

6 March 2018

Papers citing "Comparison of Deep Learning Approaches for Multi-Label Chest X-Ray Classification"

50 / 76 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
Chest X-ray Classification using Deep Convolution Models on Low-resolution images with Uncertain Labels Snigdha Agarwal N. Sinha 65 0 0 12 Apr 2025
Artificially Generated Visual Scanpath Improves Multi-label Thoracic Disease Classification in Chest X-Ray Images Ashish Verma Aupendu Kar Krishnendu Ghosh S. K. Dhara Debashis Sen P. Biswas MedIm 76 0 0 01 Mar 2025
Fast-staged CNN Model for Accurate pulmonary diseases and Lung cancer detection Abdelbaki Souid Mohamed Hamroun Soufiene Ben Othman Hedi Sakli Naceur Abdelkarim 87 0 0 16 Dec 2024
Discrepancy-based Diffusion Models for Lesion Detection in Brain MRI Keqiang Fan Xiaohao Cai M. Niranjan MedIm DiffM 111 2 0 08 May 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
Review of multimodal machine learning approaches in healthcare "Felix H. Krones Umar Marikkar Guy Parsons Adam Szmul Adam Mahdi 120 32 0 04 Feb 2024
Nodule detection and generation on chest X-rays: NODE21 Challenge Ecem Sogancioglu Bram van Ginneken F. Behrendt M. Bengs Alexander Schlaefer ... N. Hendrix Colin Jacobs Ward Hendrix Clara I. Sánchez K. Murphy 66 9 0 04 Jan 2024
Inspecting Model Fairness in Ultrasound Segmentation Tasks Zikang Xu Fenghe Tang Quan Quan Jianrui Ding C. Ning S. Kevin Zhou 65 0 0 05 Dec 2023
Synthetically Enhanced: Unveiling Synthetic Data's Potential in Medical Imaging Research Bardia Khosravi Frank Li Theo Dapamede Pouria Rouzrokh Cooper Gamble ... C. Wyles Andrew B. Sellergren S. Purkayastha Bradley J. Erickson J. Gichoya MedIm 86 18 0 15 Nov 2023
3DGAUnet: 3D generative adversarial networks with a 3D U-Net based generator to achieve the accurate and effective synthesis of clinical tumor image data for pancreatic cancer Yu Shi Hannah Tang M. Baine M. A. Hollingsworth Huijing Du Dandan Zheng Chi Zhang Hongfeng Yu MedIm 30 5 0 09 Nov 2023
A comprehensive survey on deep active learning in medical image analysis Haoran Wang Q. Jin Shiman Li Siyu Liu Manning Wang Zhijian Song VLM 121 31 0 22 Oct 2023
HydraViT: Adaptive Multi-Branch Transformer for Multi-Label Disease Classification from Chest X-ray Images Şaban Öztürk M. Y. Turali Tolga Çukur MedIm ViT 94 11 0 09 Oct 2023
Real-World Performance of Autonomously Reporting Normal Chest Radiographs in NHS Trusts Using a Deep-Learning Algorithm on the GP Pathway Jordan Smith T. N. Morgan P. Williams Q. Malik S. Rasalingham OOD 53 1 0 28 Jun 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
On the Learnability of Multilabel Ranking Vinod Raman Unique Subedi Ambuj Tewari 61 1 0 06 Apr 2023
On Evaluating Adversarial Robustness of Chest X-ray Classification: Pitfalls and Best Practices Salah Ghamizi Maxime Cordy Michail Papadakis Yves Le Traon OOD 47 3 0 15 Dec 2022
Manifestations of Xenophobia in AI Systems Nenad Tomašev J. L. Maynard Iason Gabriel 102 9 0 15 Dec 2022
Auto-outlier Fusion Technique for Chest X-ray classification with Multi-head Attention Mechanism Yu Jing Zixuan Li 66 0 0 15 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
Image Projective Transformation Rectification with Synthetic Data for Smartphone-captured Chest X-ray Photos Classification Chak Fong Chong Yapeng Wang Benjamin Ng Wuman Luo Xu Yang MedIm 69 4 0 12 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 for understanding multilabel imbalanced Chest X-ray datasets H. Liz Javier Huertas-Tato Manuel Sánchez-Montanés Javier Del Ser David Camacho SSL 76 26 0 28 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
Defending against Reconstruction Attacks through Differentially Private Federated Learning for Classification of Heterogeneous Chest X-Ray Data Joceline Ziegler Bjarne Pfitzner H. Schulz A. Saalbach B. Arnrich FedML 59 17 0 06 May 2022
Prediction of COVID-19 using chest X-ray images Narayana Darapaneni Suma Maram Harpreet Singh S. Subhani M. Kour Sathish Nagam A. Paduri 32 1 0 08 Apr 2022
Semantic Representation and Dependency Learning for Multi-Label Image Recognition Tao Pu Lixian Yuan Hefeng Wu Tianshui Chen Ling Tian Liang Lin VLM 59 15 0 08 Apr 2022
A Deep Learning Technique using a Sequence of Follow Up X-Rays for Disease classification Sairamvinay Vijayaraghavan David Haddad Shikun Huang Seongwoo Choi MedIm 28 3 0 28 Mar 2022
Indication as Prior Knowledge for Multimodal Disease Classification in Chest Radiographs with Transformers Grzegorz Jacenków Alison Q. OÑeil Sotirios A. Tsaftaris ViT MedIm 84 23 0 12 Feb 2022
What's Cracking? A Review and Analysis of Deep Learning Methods for Structural Crack Segmentation, Detection and Quantification Jacob König M. Jenkins M. Mannion P. Barrie Gordon Morison 107 14 0 08 Feb 2022
Debiasing pipeline improves deep learning model generalization for X-ray based lung nodule detection M. J. Horry Subrata Chakraborty B. Pradhan M. Paul Jing Zhu H. Loh P. Barua Usha R. Acharya AI4CE 64 7 0 24 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
Explainable multiple abnormality classification of chest CT volumes R. Draelos Lawrence Carin MedIm 70 13 0 24 Nov 2021
CXR-Net: An Encoder-Decoder-Encoder Multitask Deep Neural Network for Explainable and Accurate Diagnosis of COVID-19 pneumonia with Chest X-ray Images Xin Zhang Liangxiu Han Tam Sobeih Lianghao Han Nina Dempsey Symeon Lechareas A. Tridente Haoming Chen Stephen White MedIm 69 18 0 20 Oct 2021
Rheumatoid Arthritis: Automated Scoring of Radiographic Joint Damage Yan Ming Tan Raphael Quek Hao Chong C. Hargreaves 10 4 0 17 Oct 2021
Classification of COVID-19 from CXR Images in a 15-class Scenario: an Attempt to Avoid Bias in the System C. Bose Anirvan Basu 90 0 0 25 Sep 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
Learning to Automatically Diagnose Multiple Diseases in Pediatric Chest Radiographs Using Deep Convolutional Neural Networks Thanh-Truong Tran H. Pham T. Nguyen T. Le H. T. Nguyen H. Q. Nguyen 43 11 0 14 Aug 2021
Multi-target prediction for dummies using two-branch neural networks Dimitrios Iliadis B. De Baets Willem Waegeman 44 11 0 19 Apr 2021
Deep Learning for Chest X-ray Analysis: A Survey Ecem Sogancioglu E. Çallı Bram van Ginneken K. G. V. Leeuwen K. Murphy LM&MA 124 330 0 15 Mar 2021
Towards Evaluating the Robustness of Deep Diagnostic Models by Adversarial Attack Mengting Xu Tao Zhang Zhongnian Li Mingxia Liu Daoqiang Zhang AAML OOD MedIm 105 45 0 05 Mar 2021
Many-to-One Distribution Learning and K-Nearest Neighbor Smoothing for Thoracic Disease Identification Yi Zhou Lei Huang Tianfei Zhou Ling Shao 58 8 0 26 Feb 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
Key Technology Considerations in Developing and Deploying Machine Learning Models in Clinical Radiology Practice V. Kulkarni M. Gawali A. Kharat VLM 113 21 0 03 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 110 11 0 21 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
A New Window Loss Function for Bone Fracture Detection and Localization in X-ray Images with Point-based Annotation Xinyu Zhang Yirui Wang Chi-Tung Cheng Le Lu Adam P. Harrison Jing Xiao Chien-Hung Liao S. Miao MedIm 46 5 0 07 Dec 2020
Use HiResCAM instead of Grad-CAM for faithful explanations of convolutional neural networks R. Draelos Lawrence Carin FAtt 102 97 0 17 Nov 2020