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Skin Lesion Segmentation

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Showing 101–150 of 154 papers

TitleStatusHype
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
The Effects of Image Pre- and Post-Processing, Wavelet Decomposition, and Local Binary Patterns on U-Nets for Skin Lesion Segmentation—0
Transformation Consistent Self-ensembling Model for Semi-supervised Medical Image Segmentation—0
Transformer-CNN Fused Architecture for Enhanced Skin Lesion Segmentation—0
Uncertainty-Aware Temporal Self-Learning (UATS): Semi-Supervised Learning for Segmentation of Prostate Zones and Beyond—0
UNet-2022: Exploring Dynamics in Non-isomorphic Architecture—0
USL-Net: Uncertainty Self-Learning Network for Unsupervised Skin Lesion Segmentation—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
Less is More: Sample Selection and Label Conditioning Improve Skin Lesion SegmentationCode0
SkinFormer: Learning Statistical Texture Representation with Transformer for Skin Lesion SegmentationCode0
S-SYNTH: Knowledge-Based, Synthetic Generation of Skin ImagesCode0
INCEPTNET: Precise And Early Disease Detection Application For Medical Images AnalysesCode0
Impact of Adversarial Examples on Deep Learning Models for Biomedical Image SegmentationCode0
A Novel Focal Tversky loss function with improved Attention U-Net for lesion segmentationCode0
Image Segmentation: Inducing graph-based learningCode0
Handling Inter-Annotator Agreement for Automated Skin Lesion SegmentationCode0
GS-TransUNet: Integrated 2D Gaussian Splatting and Transformer UNet for Accurate Skin Lesion AnalysisCode0
Structure-Aware Stylized Image Synthesis for Robust Medical Image SegmentationCode0
Generative Adversarial Networks based Skin Lesion SegmentationCode0
Segmentation Style Discovery: Application to Skin Lesion ImagesCode0
When Mamba Meets xLSTM: An Efficient and Precise Method with the xLSTM-VMUNet Model for Skin lesion SegmentationCode0
DTP-Net: A convolutional neural network model to predict threshold for localizing the lesions on dermatological macro-imagesCode0
DSNet: Automatic Dermoscopic Skin Lesion SegmentationCode0
Dense Pooling layers in Fully Convolutional Network for Skin Lesion SegmentationCode0
MUCM-Net: A Mamba Powered UCM-Net for Skin Lesion SegmentationCode0
Skin Lesion Segmentation Improved by Transformer-based Networks with Inter-scale Dependency ModelingCode0
Deeply Supervised Rotation Equivariant Network for Lesion Segmentation in Dermoscopy ImagesCode0
An EfficientNet-based modified sigmoid transform for enhancing dermatological macro-images of melanoma and nevi skin lesionsCode0
A Kernelized Manifold Mapping to Diminish the Effect of Adversarial PerturbationsCode0
Calibrate the inter-observer segmentation uncertainty via diagnosis-first principleCode0
RECOD Titans at ISIC Challenge 2017Code0
Skin Lesion Segmentation using SegNet with Binary Cross-EntropyCode0
The Effects of Skin Lesion Segmentation on the Performance of Dermatoscopic Image ClassificationCode0
Automatic skin lesion segmentation with fully convolutional-deconvolutional networksCode0
ScaleFusionNet: Transformer-Guided Multi-Scale Feature Fusion for Skin Lesion SegmentationCode0
Automatic Skin Lesion Segmentation Using GrabCut in HSV Colour SpaceCode0
Automatic Skin Lesion Segmentation Using Deep Fully Convolutional NetworksCode0
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