Cyclic Generative Adversarial Networks With Congruent Image-Report Generation For Explainable Medical Image Analysis

16 November 2022

Papers citing "Cyclic Generative Adversarial Networks With Congruent Image-Report Generation For Explainable Medical Image Analysis"

33 / 33 papers shown

Title
Probabilistic Integration of Object Level Annotations in Chest X-ray Classification Tom van Sonsbeek Xiantong Zhen Dwarikanath Mahapatra M. Worring 58 13 0 13 Oct 2022
Improved Super Resolution of MR Images Using CNNs and Vision Transformers Dwarikanath Mahapatra SupR ViT MedIm 42 5 0 24 Jul 2022
Unsupervised Domain Adaptation Using Feature Disentanglement And GCNs For Medical Image Classification Dwarikanath Mahapatra OOD 52 14 0 27 Jun 2022
Interpretable Saliency Maps And Self-Supervised Learning For Generalized Zero Shot Medical Image Classification Dwarikanath Mahapatra MedIm 47 2 0 04 Apr 2022
Outlier-based Autism Detection using Longitudinal Structural MRI Devika Kuttala V. R. M. Oruganti Dwarikanath Mahapatra Subramanian Ramanathan 41 26 0 21 Feb 2022
Anomaly Detection in Retinal Images using Multi-Scale Deep Feature Sparse Coding Sourya Dipta Das Saikat Dutta Nisarg A. Shah Dwarikanath Mahapatra Zongyuan Ge MedIm 42 13 0 27 Jan 2022
Multimodal Generalized Zero Shot Learning for Gleason Grading using Self-Supervised Learning Dwarikanath Mahapatra MedIm 59 5 0 15 Nov 2021
Learning of Inter-Label Geometric Relationships Using Self-Supervised Learning: Application To Gleason Grade Segmentation Dwarikanath Mahapatra SSL 51 6 0 01 Oct 2021
CT Image Synthesis Using Weakly Supervised Segmentation and Geometric Inter-Label Relations For COVID Image Analysis Dwarikanath Mahapatra Ankur Singh 59 8 0 15 Jun 2021
Multi-scale Deep Learning Architecture for Nucleus Detection in Renal Cell Carcinoma Microscopy Image Shiba Kuanar V. Athitsos Dwarikanath Mahapatra A. Rajan MedIm 32 8 0 28 Apr 2021
Relational Subsets Knowledge Distillation for Long-tailed Retinal Diseases Recognition Lie Ju Xin Wang Lin Wang Tongliang Liu Xin Zhao Tom Drummond Dwarikanath Mahapatra Z. Ge 52 42 0 22 Apr 2021
Interpretability-Driven Sample Selection Using Self Supervised Learning For Disease Classification And Segmentation Dwarikanath Mahapatra 45 55 0 13 Apr 2021
Improving Medical Image Classification with Label Noise Using Dual-uncertainty Estimation Lie Ju Xin Eric Wang Lin Wang Dwarikanath Mahapatra Xin Zhao Mehrtash Harandi Tom Drummond Tongliang Liu Z. Ge NoLa OOD 62 23 0 28 Feb 2021
Anomaly Detection on X-Rays Using Self-Supervised Aggregation Learning Behzad Bozorgtabar Dwarikanath Mahapatra Guillaume Vray Jean-Philippe Thiran 30 9 0 19 Oct 2020
Structure Preserving Stain Normalization of Histopathology Images Using Self-Supervised Semantic Guidance Dwarikanath Mahapatra Behzad Bozorgtabar Jean-Philippe Thiran Ling Shao MedIm 38 46 0 05 Aug 2020
Registration of Histopathogy Images Using Structural Information From Fine Grained Feature Maps Dwarikanath Mahapatra 36 12 0 04 Jul 2020
Pathological Retinal Region Segmentation From OCT Images Using Geometric Relation Based Augmentation Dwarikanath Mahapatra Behzad Bozorgtabar Jean-Philippe Thiran Ling Shao 40 29 0 31 Mar 2020
Generative Adversarial Networks And Domain Adaptation For Training Data Independent Image Registration Dwarikanath Mahapatra GAN OOD MedIm 31 7 0 18 Oct 2019
Adversarial Pulmonary Pathology Translation for Pairwise Chest X-ray Data Augmentation Y. Xing Z. Ge Rui Zeng Dwarikanath Mahapatra J. Seah M. Law Tom Drummond GAN LM&MA MedIm 41 30 0 11 Oct 2019
sZoom: A Framework for Automatic Zoom into High Resolution Surveillance Videos M. Saini B. Guthier Hao Kuang Dwarikanath Mahapatra Abdulmotaleb El Saddik 49 13 0 23 Sep 2019
AMD Severity Prediction And Explainability Using Image Registration And Deep Embedded Clustering Dwarikanath Mahapatra 55 15 0 06 Jul 2019
Informative sample generation using class aware generative adversarial networks for classification of chest Xrays Behzad Bozorgtabar Dwarikanath Mahapatra Hendrik von Teng Alexander Pollinger L. Ebner Jean-Phillipe Thiran M. Reyes MedIm GAN 57 33 0 24 Apr 2019
Training Data Independent Image Registration With GANs Using Transfer Learning And Segmentation Information Dwarikanath Mahapatra Z. Ge MedIm GAN 55 19 0 25 Mar 2019
Progressive Generative Adversarial Networks for Medical Image Super resolution Dwarikanath Mahapatra Behzad Bozorgtabar GAN MedIm 48 28 0 06 Feb 2019
Night Time Haze and Glow Removal using Deep Dilated Convolutional Network Shiba Kuanar K. Rao Dwarikanath Mahapatra M. Bilas 48 41 0 03 Feb 2019
Joint Segmentation and Uncertainty Visualization of Retinal Layers in Optical Coherence Tomography Images using Bayesian Deep Learning S. Sedai B. Antony Dwarikanath Mahapatra R. Garnavi UQCV 59 62 0 12 Sep 2018
Deep multiscale convolutional feature learning for weakly supervised localization of chest pathologies in X-ray images S. Sedai Dwarikanath Mahapatra Z. Ge R. Chakravorty R. Garnavi SSL 68 40 0 22 Aug 2018
Chest X-rays Classification: A Multi-Label and Fine-Grained Problem Z. Ge Dwarikanath Mahapatra S. Sedai R. Garnavi R. Chakravorty 61 50 0 19 Jul 2018
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 92 176 0 14 Jun 2018
GAN Based Medical Image Registration Dwarikanath Mahapatra MedIm 62 28 0 07 May 2018
CheXNet: Radiologist-Level Pneumonia Detection on Chest X-Rays with Deep Learning Pranav Rajpurkar Jeremy Irvin Kaylie Zhu Brandon Yang Hershel Mehta ... Aarti Bagul C. Langlotz K. Shpanskaya M. Lungren A. Ng LM&MA 78 2,699 0 14 Nov 2017
Retinal Vasculature Segmentation Using Local Saliency Maps and Generative Adversarial Networks For Image Super Resolution Dwarikanath Mahapatra Behzad Bozorgtabar MedIm GAN 52 40 0 13 Oct 2017
Consensus Based Medical Image Segmentation Using Semi-Supervised Learning And Graph Cuts Dwarikanath Mahapatra 40 15 0 07 Dec 2016