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08/11/2023
Revolutionizing Space Health (Swin-FSR): Advancing Super-Resolution of Fundus Images for SANS Visual Assessment Technology
The rapid accessibility of portable and affordable retinal imaging devic...
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03/16/2023
SwinVFTR: A Novel Volumetric Feature-learning Transformer for 3D OCT Fluid Segmentation
Accurately segmenting fluid in 3D volumetric optical coherence tomograph...
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11/16/2022
SWIN-SFTNet : Spatial Feature Expansion and Aggregation using Swin Transformer For Whole Breast micro-mass segmentation
Incorporating various mass shapes and sizes in training deep learning ar...
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06/24/2022
Feature Representation Learning for Robust Retinal Disease Detection from Optical Coherence Tomography Images
Ophthalmic images may contain identical-looking pathologies that can cau...
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10/17/2021
ECG-ATK-GAN: Robustness against Adversarial Attacks on ECG using Conditional Generative Adversarial Networks
Recently deep learning has reached human-level performance in classifyin...
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08/04/2021
Semi-supervised Conditional GAN for Simultaneous Generation and Detection of Phishing URLs: A Game theoretic Perspective
Spear Phishing is a type of cyber-attack where the attacker sends hyperl...
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07/16/2021
ECG-Adv-GAN: Detecting ECG Adversarial Examples with Conditional Generative Adversarial Networks
Electrocardiogram (ECG) acquisition requires an automated system and ana...
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04/14/2021
VTGAN: Semi-supervised Retinal Image Synthesis and Disease Prediction using Vision Transformers
In Fluorescein Angiography (FA), an exogenous dye is injected in the blo...
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01/03/2021
RV-GAN : Retinal Vessel Segmentation from Fundus Images using Multi-scale Generative Adversarial Networks
Retinal vessel segmentation contributes significantly to the domain of r...
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07/17/2020
Attention2AngioGAN: Synthesizing Fluorescein Angiography from Retinal Fundus Images using Generative Adversarial Networks
Fluorescein Angiography (FA) is a technique that employs the designated ...
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05/16/2020
Improving Robustness using Joint Attention Network For Detecting Retinal Degeneration From Optical Coherence Tomography Images
Noisy data and the similarity in the ocular appearances caused by differ...
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05/11/2020
Fundus2Angio: A Novel Conditional GAN Architecture for Generating Fluorescein Angiography Images from Retinal Fundus Photography
Carrying out clinical diagnosis of retinal vascular degeneration using F...
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10/13/2019
Optic-Net: A Novel Convolutional Neural Network for Diagnosis of Retinal Diseases from Optical Tomography Images
Diagnosing different retinal diseases from Spectral Domain Optical Coher...
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10/10/2018
AI Learns to Recognize Bengali Handwritten Digits: Bengali.AI Computer Vision Challenge 2018
Solving problems with Artificial intelligence in a competitive manner ha...
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08/30/2018
Total Recall: Understanding Traffic Signs using Deep Hierarchical Convolutional Neural Networks
Recognizing Traffic Signs using intelligent systems can drastically redu...
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07/26/2017