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Skin Lesion Segmentation

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Showing 101–150 of 154 papers

TitleStatusHype
D-LEMA: Deep Learning Ensembles from Multiple Annotations -- Application to Skin Lesion Segmentation—0
DONet: Dual Objective Networks for Skin Lesion Segmentation—0
Automated skin lesion segmentation using multi-scale feature extraction scheme and dual-attention mechanism—0
Frequency and Spatial domain based Saliency for Pigmented Skin Lesion Segmentation—0
Generating Highly Realistic Images of Skin Lesions with GANs—0
Global and Local Information Based Deep Network for Skin Lesion Segmentation—0
Hierarchical Self-Prompting SAM: A Prompt-Free Medical Image Segmentation Framework—0
HST-MRF: Heterogeneous Swin Transformer with Multi-Receptive Field for Medical Image Segmentation—0
Hyper-Fusion Network for Semi-Automatic Segmentation of Skin Lesions—0
IARS SegNet: Interpretable Attention Residual Skip connection SegNet for melanoma segmentation—0
Improved Inference via Deep Input Transfer—0
Improving Automatic Skin Lesion Segmentation using Adversarial Learning based Data Augmentation—0
Improving Dermoscopic Image Segmentation with Enhanced Convolutional-Deconvolutional Networks—0
Inter-Scale Dependency Modeling for Skin Lesion Segmentation with Transformer-based Networks—0
ISIC 2017 Skin Lesion Segmentation Using Deep Encoder-Decoder Network—0
k-Means Clustering and Ensemble of Regressions: An Algorithm for the ISIC 2017 Skin Lesion Segmentation Challenge—0
Knowledge-aware Deep Framework for Collaborative Skin Lesion Segmentation and Melanoma Recognition—0
LCAUnet: A skin lesion segmentation network with enhanced edge and body fusion—0
Lesion Net -- Skin Lesion Segmentation Using Coordinate Convolution and Deep Residual Units—0
LesionSeg: Semantic segmentation of skin lesions using Deep Convolutional Neural Network—0
Leveraging Adaptive Color Augmentation in Convolutional Neural Networks for Deep Skin Lesion Segmentation—0
LSSF-Net: Lightweight Segmentation with Self-Awareness, Spatial Attention, and Focal Modulation—0
Mask2Lesion: Mask-Constrained Adversarial Skin Lesion Image Synthesis—0
MedSegDiffNCA: Diffusion Models With Neural Cellular Automata for Skin Lesion Segmentation—0
MKIS-Net: A Light-Weight Multi-Kernel Network for Medical Image Segmentation—0
Multi-Granularity Vision Fastformer with Fusion Mechanism for Skin Lesion Segmentation—0
Patch Network for medical image Segmentation—0
PoissonSeg: Semi-Supervised Few-Shot Medical Image Segmentation via Poisson Learning—0
Saliency-based segmentation of dermoscopic images using color information—0
Salient Skin Lesion Segmentation via Dilated Scale-Wise Feature Fusion Network—0
Self-Attention Diffusion Models for Zero-Shot Biomedical Image Segmentation: Unlocking New Frontiers in Medical Imaging—0
Semantic Segmentation of Skin Lesions using a Small Data Set—0
Semi-supervised few-shot learning for medical image segmentation—0
Semi-supervised Skin Lesion Segmentation via Transformation Consistent Self-ensembling Model—0
Skin cancer reorganization and classification with deep neural network—0
A survey, review, and future trends of skin lesion segmentation and classification—0
Skin Lesion Segmentation and Classification for ISIC 2018 Using Traditional Classifiers with Hand-Crafted Features—0
Skin Lesion Segmentation and Classification for ISIC 2018 by Combining Deep CNN and Handcrafted Features—0
Skin lesion segmentation and classification using deep learning and handcrafted features—0
Skin lesion segmentation based on preprocessing, thresholding and neural networks—0
Skin Lesion Segmentation: U-Nets versus Clustering—0
Skin Lesion Segmentation Using Atrous Convolution via DeepLab v3—0
Skin lesion segmentation using U-Net and good training strategies—0
SkinNet: A Deep Learning Framework for Skin Lesion Segmentation—0
SLP-Net:An efficient lightweight network for segmentation of skin lesions—0
SLSDeep: Skin Lesion Segmentation Based on Dilated Residual and Pyramid Pooling Networks—0
Non-Local Context Encoder: Robust Biomedical Image Segmentation against Adversarial Attacks—0
SynergyNet: Bridging the Gap between Discrete and Continuous Representations for Precise Medical Image Segmentation—0
TAFM-Net: A Novel Approach to Skin Lesion Segmentation Using Transformer Attention and Focal Modulation—0
TESL-Net: A Transformer-Enhanced CNN for Accurate Skin Lesion Segmentation—0
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