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Chest X-rays Classification: A Multi-Label and Fine-Grained Problem

19 July 2018

Z. Ge

Dwarikanath Mahapatra

Papers citing "Chest X-rays Classification: A Multi-Label and Fine-Grained Problem"

33 / 33 papers shown

Title
Diffusion-Based Cross-Modal Feature Extraction for Multi-Label Classification Tian Lan Yiming Zheng Jianxin Yin 120 0 0 19 Sep 2025
Semantic-Aware Representation Learning via Conditional Transport for Multi-Label Image Classification Ren-Dong Xie Zhi-Fen He Bo Li Yinan Han Jin-Yan Hu 138 0 0 20 Jul 2025
LeDNet: Localization-enabled Deep Neural Network for Multi-Label Radiography Image Classification Lalit Pant Shubham Arora 93 1 0 04 Jul 2024
HydraViT: Adaptive Multi-Branch Transformer for Multi-Label Disease Classification from Chest X-ray ImagesBiomedical Signal Processing and Control (BSPC), 2023 Şaban Öztürk M. Y. Turali Tolga Çukur MedIm ViT 212 26 0 09 Oct 2023
Multi-label affordance mapping from egocentric visionIEEE International Conference on Computer Vision (ICCV), 2023 Lorenzo Mur-Labadia Jose J. Guerrero Ruben Martinez-Cantin EgoV 176 22 0 05 Sep 2023
Cyclic Generative Adversarial Networks With Congruent Image-Report Generation For Explainable Medical Image Analysis Dwarikanath Mahapatra GAN MedIm 142 0 0 16 Nov 2022
Label Structure Preserving Contrastive Embedding for Multi-Label Learning with Missing Labels Zhongchen Ma Lisha Li Qi-rong Mao Songcan Chen 154 2 0 03 Sep 2022
Deep learning for understanding multilabel imbalanced Chest X-ray datasetsFuture generations computer systems (FGCS), 2022 H. Liz Javier Huertas-Tato Manuel Sánchez-Montanés Javier Del Ser David Camacho SSL 158 31 0 28 Jul 2022
Improved Super Resolution of MR Images Using CNNs and Vision Transformers Dwarikanath Mahapatra SupR ViT MedIm 136 5 0 24 Jul 2022
A Deep Model for Partial Multi-Label Image Classification with Curriculum Based DisambiguationMachine Intelligence Research (MIR), 2022 Feng Sun Ming-Kun Xie Sheng-Jun Huang 134 9 0 06 Jul 2022
Unsupervised Domain Adaptation Using Feature Disentanglement And GCNs For Medical Image Classification Dwarikanath Mahapatra OOD 129 16 0 27 Jun 2022
A novel adversarial learning strategy for medical image classification Zong Fan Xiaohui Zhang Jacob A. Gasienica Jennifer Potts S. Ruan W. Thorstad Hiram Gay Pengfei Song Xiaowei Wang Hua Li GAN MedIm 199 6 0 23 Jun 2022
Interpretable Saliency Maps And Self-Supervised Learning For Generalized Zero Shot Medical Image Classification Dwarikanath Mahapatra MedIm 157 2 0 04 Apr 2022
Graph Attention Transformer Network for Multi-Label Image Classification Jin Yuan Shikai Chen Yao Zhang Peng Wang Xin Geng Jianping Fan Yong Rui ViT 180 43 0 08 Mar 2022
Learning of Inter-Label Geometric Relationships Using Self-Supervised Learning: Application To Gleason Grade Segmentation Dwarikanath Mahapatra SSL 120 6 0 01 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 202 0 0 25 Sep 2021
Multi-Label Image Classification with Contrastive Learning Son D.Dao Ethan Zhao D.Q. Phung Jianfei Cai SSL 127 31 0 24 Jul 2021
Learning Discriminative Representations for Multi-Label Image RecognitionJournal of Visual Communication and Image Representation (JVCIR), 2021 Mohammed Hassanin Ibrahim Radwan Salman Khan M. Tahtali SSL 115 25 0 23 Jul 2021
Query2Label: A Simple Transformer Way to Multi-Label Classification Shilong Liu Lei Zhang Xiao Yang Hang Su Jun Zhu 173 229 0 22 Jul 2021
Multi-layered Semantic Representation Network for Multi-label Image ClassificationInternational Journal of Machine Learning and Cybernetics (IJMLC), 2021 Xiwen Qu Haoyang Che Jun Huang Linchuan Xu Xiao Zheng 134 29 0 22 Jun 2021
CT Image Synthesis Using Weakly Supervised Segmentation and Geometric Inter-Label Relations For COVID Image Analysis Dwarikanath Mahapatra Ankur Singh 176 10 0 15 Jun 2021
MlTr: Multi-label Classification with TransformerIEEE International Conference on Multimedia and Expo (ICME), 2021 Xingyi Cheng Hezheng Lin Xiangyu Wu Fan Yang Dong Shen Zhongyuan Wang Nian Shi Honglin Liu ViT 123 53 0 11 Jun 2021
GM-MLIC: Graph Matching based Multi-Label Image ClassificationInternational Joint Conference on Artificial Intelligence (IJCAI), 2021 Yanan Wu He Liu Songhe Feng Yi Jin Gengyu Lyu Zizhang Wu 168 30 0 30 Apr 2021
Interpretability-Driven Sample Selection Using Self Supervised Learning For Disease Classification And SegmentationIEEE Transactions on Medical Imaging (IEEE TMI), 2021 Dwarikanath Mahapatra 180 59 0 13 Apr 2021
Attention-Driven Dynamic Graph Convolutional Network for Multi-Label Image RecognitionEuropean Conference on Computer Vision (ECCV), 2020 Jin Ye Junjun He Xiaojiang Peng Wenhao Wu Yu Qiao 150 226 0 05 Dec 2020
Instance-Aware Graph Convolutional Network for Multi-Label Classification Yun Wang Tong Zhang Zhen Cui Chunyan Xu Zhiqiang Wang GNN 83 6 0 19 Aug 2020
Structure Preserving Stain Normalization of Histopathology Images Using Self-Supervised Semantic Guidance Dwarikanath Mahapatra Behzad Bozorgtabar Jean-Philippe Thiran Ling Shao MedIm 124 49 0 05 Aug 2020
Registration of Histopathogy Images Using Structural Information From Fine Grained Feature Maps Dwarikanath Mahapatra 93 13 0 04 Jul 2020
Self-Training with Improved Regularization for Sample-Efficient Chest X-Ray Classification Deepta Rajan Jayaraman J. Thiagarajan Alexandros Karargyris Satyananda Kashyap 124 5 0 03 May 2020
Pathological Retinal Region Segmentation From OCT Images Using Geometric Relation Based AugmentationComputer Vision and Pattern Recognition (CVPR), 2020 Dwarikanath Mahapatra Behzad Bozorgtabar Jean-Philippe Thiran Ling Shao 153 34 0 31 Mar 2020
Generative Adversarial Networks And Domain Adaptation For Training Data Independent Image Registration Dwarikanath Mahapatra GAN OOD MedIm 154 7 0 18 Oct 2019
Multi-Label Image Recognition with Graph Convolutional Networks Zhao-Min Chen Xiu-Shen Wei Peng Wang Yanwen Guo 251 1,133 0 07 Apr 2019
Efficient Active Learning for Image Classification and Segmentation using a Sample Selection and Conditional Generative Adversarial Network Dwarikanath Mahapatra Behzad Bozorgtabar Jean-Philippe Thiran M. Reyes GAN MedIm 241 188 0 14 Jun 2018