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Skin Lesion Segmentation

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Showing 51–75 of 154 papers

TitleStatusHype
D-LEMA: Deep Learning Ensembles from Multiple Annotations -- Application to Skin Lesion Segmentation—0
Automatic Skin Lesion Segmentation using Semi-supervised Learning Technique—0
Automating Vitiligo Skin Lesion Segmentation Using Convolutional Neural Networks—0
A Multi-task Framework for Skin Lesion Detection and Segmentation—0
Lesion Net -- Skin Lesion Segmentation Using Coordinate Convolution and Deep Residual Units—0
A Multi-stage Framework with Context Information Fusion Structure for Skin Lesion Segmentation—0
LesionSeg: Semantic segmentation of skin lesions using Deep Convolutional Neural Network—0
Deep-Learning Ensembles for Skin-Lesion Segmentation, Analysis, Classification: RECOD Titans at ISIC Challenge 2018—0
Deep Learning based Novel Cascaded Approach for Skin Lesion Analysis—0
Generating Highly Realistic Images of Skin Lesions with GANs—0
Leveraging Adaptive Color Augmentation in Convolutional Neural Networks for Deep Skin Lesion Segmentation—0
Global and Local Information Based Deep Network for Skin Lesion Segmentation—0
Deep Convolutional Encoder-Decoders with Aggregated Multi-Resolution Skip Connections for Skin Lesion Segmentation—0
Data-Driven Color Augmentation Techniques for Deep Skin Image Analysis—0
A Lightweight U-Net Model for Accurate Skin Lesion Segmentation—0
AD-Net: Attention-based dilated convolutional residual network with guided decoder for robust skin lesion segmentation—0
LSSF-Net: Lightweight Segmentation with Self-Awareness, Spatial Attention, and Focal Modulation—0
Cross-Task Attention Network: Improving Multi-Task Learning for Medical Imaging Applications—0
Improving Automatic Skin Lesion Segmentation using Adversarial Learning based Data Augmentation—0
Improved Inference via Deep Input Transfer—0
Comparative Analysis of Automatic Skin Lesion Segmentation with Two Different Implementations—0
A Region of Interest Focused Triple UNet Architecture for Skin Lesion Segmentation—0
A Detection and Segmentation Architecture for Skin Lesion Segmentation on Dermoscopy Images—0
Improving Dermoscopic Image Segmentation with Enhanced Convolutional-Deconvolutional Networks—0
Channel Attention Separable Convolution Network for Skin Lesion Segmentation—0
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