Browse State-of-the-Art › Skin Lesion Segmentation › Papers, page 2

Skin Lesion Segmentation

Papers archive 2025-07-28

archive papers tagged: 154 · with a code link: 76 · where Syntology ran a sample: 3 (3 with a run with no instrument failure, 0 where every run was a failure of Syntology's instrument) Syntology

Show: all tagged papersonly where code ran (3 of 154 tagged: 3 with a run with no instrument failure, 0 where every run was a failure of Syntology's instrument)

Page 2 of 2: papers 101 to 154 of 154, in archive order: by repositories listed in the archive (most first), then newest first, not by stars (the archive holds no stars, so PwC's “Social” and “Latest” sorts cannot be reproduced). Papers that list no repository come after every paper that lists one.

Papers without a page here are shown as plain text. A Syntology line reads “N ran (of which C constructed an object rather than computing a result; K with no instrument failure: H honoured, V violated, P with no contract checked; I where Syntology's instrument failed) · U unverified”; the figure “where Syntology's instrument failed” counts failures of Syntology's instrument, not of the code. When the archive marks a repository official for the paper, the line starts with that repository's state (the archive's flag, not a verdict on who wrote the code); hover it for the repositories the samples that ran came from. Abstracts are on each paper's page.

• Deep Learning based Novel Cascaded Approach for Skin Lesion Analysis
  16 Jan 2023 0 repositories listed
• UNet-2022: Exploring Dynamics in Non-isomorphic Architecture
  27 Oct 2022 0 repositories listed
• MKIS-Net: A Light-Weight Multi-Kernel Network for Medical Image Segmentation
  15 Oct 2022 0 repositories listed
• A survey, review, and future trends of skin lesion segmentation and classification
  25 Aug 2022 0 repositories listed
• Salient Skin Lesion Segmentation via Dilated Scale-Wise Feature Fusion Network
  20 May 2022 0 repositories listed
• Skin lesion segmentation and classification using deep learning and handcrafted features
  20 Dec 2021 0 repositories listed
• Automated skin lesion segmentation using multi-scale feature extraction scheme and dual-attention mechanism
  16 Nov 2021 0 repositories listed
• PoissonSeg: Semi-Supervised Few-Shot Medical Image Segmentation via Poisson Learning
  26 Aug 2021 0 repositories listed
• Knowledge-aware Deep Framework for Collaborative Skin Lesion Segmentation and Melanoma Recognition
  7 Jun 2021 0 repositories listed
• Uncertainty-Aware Temporal Self-Learning (UATS): Semi-Supervised Learning for Segmentation of Prostate Zones and Beyond
  8 Apr 2021 0 repositories listed
• A New Approach for Automatic Segmentation and Evaluation of Pigmentation Lesion by using Active Contour Model and Speeded Up Robust Features
  18 Jan 2021 0 repositories listed
• Lesion Net -- Skin Lesion Segmentation Using Coordinate Convolution and Deep Residual Units
  28 Dec 2020 0 repositories listed
• D-LEMA: Deep Learning Ensembles from Multiple Annotations -- Application to Skin Lesion Segmentation
  14 Dec 2020 0 repositories listed
• Saliency-based segmentation of dermoscopic images using color information
  26 Nov 2020 0 repositories listed
• Leveraging Adaptive Color Augmentation in Convolutional Neural Networks for Deep Skin Lesion Segmentation
  31 Oct 2020 0 repositories listed
• Frequency and Spatial domain based Saliency for Pigmented Skin Lesion Segmentation
  8 Oct 2020 0 repositories listed
• DONet: Dual Objective Networks for Skin Lesion Segmentation
  19 Aug 2020 0 repositories listed
• Cascaded Context Enhancement Network for Automatic Skin Lesion Segmentation
  17 Apr 2020 0 repositories listed
• Semi-supervised few-shot learning for medical image segmentation
  18 Mar 2020 0 repositories listed
• Bi-directional Dermoscopic Feature Learning and Multi-scale Consistent Decision Fusion for Skin Lesion Segmentation
  20 Feb 2020 0 repositories listed
• Automating Vitiligo Skin Lesion Segmentation Using Convolutional Neural Networks
  16 Dec 2019 0 repositories listed
• Semantic Segmentation of Skin Lesions using a Small Data Set
  23 Oct 2019 0 repositories listed
• Skin Lesion Segmentation and Classification for ISIC 2018 by Combining Deep CNN and Handcrafted Features
  14 Aug 2019 0 repositories listed
• Mask2Lesion: Mask-Constrained Adversarial Skin Lesion Image Synthesis
  13 Jun 2019 0 repositories listed
• Non-Local Context Encoder: Robust Biomedical Image Segmentation against Adversarial Attacks
  27 Apr 2019 0 repositories listed
• Comparative Analysis of Automatic Skin Lesion Segmentation with Two Different Implementations
  5 Apr 2019 0 repositories listed
• Improved Inference via Deep Input Transfer
  4 Apr 2019 0 repositories listed
• Transformation Consistent Self-ensembling Model for Semi-supervised Medical Image Segmentation
  28 Feb 2019 0 repositories listed
• Deep Convolutional Encoder-Decoders with Aggregated Multi-Resolution Skip Connections for Skin Lesion Segmentation
  26 Jan 2019 0 repositories listed
• Skin lesion segmentation using U-Net and good training strategies
  27 Nov 2018 0 repositories listed
• A Multi-stage Framework with Context Information Fusion Structure for Skin Lesion Segmentation
  16 Oct 2018 0 repositories listed
• A Detection and Segmentation Architecture for Skin Lesion Segmentation on Dermoscopy Images
  11 Sep 2018 0 repositories listed
• Generating Highly Realistic Images of Skin Lesions with GANs
  5 Sep 2018 0 repositories listed
• Deep-Learning Ensembles for Skin-Lesion Segmentation, Analysis, Classification: RECOD Titans at ISIC Challenge 2018
  25 Aug 2018 0 repositories listed
• Semi-supervised Skin Lesion Segmentation via Transformation Consistent Self-ensembling Model
  12 Aug 2018 0 repositories listed
• A Multi-task Framework for Skin Lesion Detection and Segmentation
  5 Aug 2018 0 repositories listed
• ISIC 2017 Skin Lesion Segmentation Using Deep Encoder-Decoder Network
  24 Jul 2018 0 repositories listed
• Skin Lesion Segmentation Using Atrous Convolution via DeepLab v3
  24 Jul 2018 0 repositories listed
• Improving Automatic Skin Lesion Segmentation using Adversarial Learning based Data Augmentation
  23 Jul 2018 0 repositories listed
• Skin Lesion Segmentation and Classification for ISIC 2018 Using Traditional Classifiers with Hand-Crafted Features
  18 Jul 2018 0 repositories listed
• SkinNet: A Deep Learning Framework for Skin Lesion Segmentation
  25 Jun 2018 0 repositories listed
• Star Shape Prior in Fully Convolutional Networks for Skin Lesion Segmentation
  21 Jun 2018 0 repositories listed
• SLSDeep: Skin Lesion Segmentation Based on Dilated Residual and Pyramid Pooling Networks
  25 May 2018 0 repositories listed
• The Effects of Image Pre- and Post-Processing, Wavelet Decomposition, and Local Binary Patterns on U-Nets for Skin Lesion Segmentation
  30 Apr 2018 0 repositories listed
• Improving Dermoscopic Image Segmentation with Enhanced Convolutional-Deconvolutional Networks
  28 Sep 2017 0 repositories listed
• Skin Lesion Segmentation: U-Nets versus Clustering
  27 Sep 2017 0 repositories listed
• Global and Local Information Based Deep Network for Skin Lesion Segmentation
  16 Mar 2017 0 repositories listed
• Skin lesion segmentation based on preprocessing, thresholding and neural networks
  15 Mar 2017 0 repositories listed
• Automatic Skin Lesion Segmentation using Semi-supervised Learning Technique
  13 Mar 2017 0 repositories listed
• Data-Driven Color Augmentation Techniques for Deep Skin Image Analysis
  10 Mar 2017 0 repositories listed
• LesionSeg: Semantic segmentation of skin lesions using Deep Convolutional Neural Network
  9 Mar 2017 0 repositories listed
• A Novel Multi-task Deep Learning Model for Skin Lesion Segmentation and Classification
  3 Mar 2017 0 repositories listed
• Skin cancer reorganization and classification with deep neural network
  1 Mar 2017 0 repositories listed
• k-Means Clustering and Ensemble of Regressions: An Algorithm for the ISIC 2017 Skin Lesion Segmentation Challenge
  23 Feb 2017 0 repositories listed