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Skin Lesion Segmentation

Papers

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Showing 51–100 of 154 papers

TitleStatusHype
MedSegDiffNCA: Diffusion Models With Neural Cellular Automata for Skin Lesion Segmentation—0
Hyper-Fusion Network for Semi-Automatic Segmentation of Skin Lesions—0
Structure-Aware Stylized Image Synthesis for Robust Medical Image SegmentationCode0
TAFM-Net: A Novel Approach to Skin Lesion Segmentation Using Transformer Attention and Focal Modulation—0
When Mamba Meets xLSTM: An Efficient and Precise Method with the xLSTM-VMUNet Model for Skin lesion SegmentationCode0
SkinFormer: Learning Statistical Texture Representation with Transformer for Skin Lesion SegmentationCode0
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
TESL-Net: A Transformer-Enhanced CNN for Accurate Skin Lesion Segmentation—0
Segmentation Style Discovery: Application to Skin Lesion ImagesCode0
S-SYNTH: Knowledge-Based, Synthetic Generation of Skin ImagesCode0
MUCM-Net: A Mamba Powered UCM-Net for Skin Lesion SegmentationCode0
Transformer-CNN Fused Architecture for Enhanced Skin Lesion Segmentation—0
SLP-Net:An efficient lightweight network for segmentation of skin lesions—0
A Region of Interest Focused Triple UNet Architecture for Skin Lesion Segmentation—0
IARS SegNet: Interpretable Attention Residual Skip connection SegNet for melanoma segmentation—0
SynergyNet: Bridging the Gap between Discrete and Continuous Representations for Precise Medical Image Segmentation—0
Skin Lesion Segmentation Improved by Transformer-based Networks with Inter-scale Dependency ModelingCode0
Inter-Scale Dependency Modeling for Skin Lesion Segmentation with Transformer-based Networks—0
UCM-Net: A Lightweight and Efficient Solution for Skin Lesion Segmentation using MLP and CNNCode0
USL-Net: Uncertainty Self-Learning Network for Unsupervised Skin Lesion Segmentation—0
Cross-Task Attention Network: Improving Multi-Task Learning for Medical Imaging Applications—0
INCEPTNET: Precise And Early Disease Detection Application For Medical Images AnalysesCode0
Unsupervised Skin Lesion Segmentation via Structural Entropy Minimization on Multi-Scale Superpixel GraphsCode0
Channel Attention Separable Convolution Network for Skin Lesion Segmentation—0
A hybrid approach for improving U-Net variants in medical image segmentation—0
Generative Adversarial Networks based Skin Lesion SegmentationCode0
LCAUnet: A skin lesion segmentation network with enhanced edge and body fusion—0
HST-MRF: Heterogeneous Swin Transformer with Multi-Receptive Field for Medical Image Segmentation—0
Patch Network for medical image Segmentation—0
Deep Learning based Novel Cascaded Approach for Skin Lesion Analysis—0
UNet-2022: Exploring Dynamics in Non-isomorphic Architecture—0
MKIS-Net: A Light-Weight Multi-Kernel Network for Medical Image Segmentation—0
A survey, review, and future trends of skin lesion segmentation and classification—0
Calibrate the inter-observer segmentation uncertainty via diagnosis-first principleCode0
An EfficientNet-based modified sigmoid transform for enhancing dermatological macro-images of melanoma and nevi skin lesionsCode0
DTP-Net: A convolutional neural network model to predict threshold for localizing the lesions on dermatological macro-imagesCode0
A Survey on Deep Learning for Skin Lesion SegmentationCode0
Salient Skin Lesion Segmentation via Dilated Scale-Wise Feature Fusion Network—0
Skin lesion segmentation and classification using deep learning and handcrafted features—0
Automated skin lesion segmentation using multi-scale feature extraction scheme and dual-attention mechanism—0
PoissonSeg: Semi-Supervised Few-Shot Medical Image Segmentation via Poisson Learning—0
Knowledge-aware Deep Framework for Collaborative Skin Lesion Segmentation and Melanoma Recognition—0
Uncertainty-Aware Temporal Self-Learning (UATS): Semi-Supervised Learning for Segmentation of Prostate Zones and Beyond—0
A New Approach for Automatic Segmentation and Evaluation of Pigmentation Lesion by using Active Contour Model and Speeded Up Robust Features—0
Lesion Net -- Skin Lesion Segmentation Using Coordinate Convolution and Deep Residual Units—0
D-LEMA: Deep Learning Ensembles from Multiple Annotations -- Application to Skin Lesion Segmentation—0
Saliency-based segmentation of dermoscopic images using color information—0
Leveraging Adaptive Color Augmentation in Convolutional Neural Networks for Deep Skin Lesion Segmentation—0
Frequency and Spatial domain based Saliency for Pigmented Skin Lesion Segmentation—0
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