| Self-supervised Assisted Active Learning for Skin Lesion Segmentation | May 14, 2022 | Active LearningDiversity | CodeCode Available | 1 |
| FedMix: Mixed Supervised Federated Learning for Medical Image Segmentation | May 4, 2022 | Federated LearningImage Segmentation | CodeCode Available | 1 |
| MFSNet: A Multi Focus Segmentation Network for Skin Lesion Segmentation | Mar 27, 2022 | DecoderLesion Segmentation | CodeCode Available | 1 |
| Cross-level Contrastive Learning and Consistency Constraint for Semi-supervised Medical Image Segmentation | Feb 8, 2022 | Contrastive LearningImage Segmentation | CodeCode Available | 1 |
| Skin lesion segmentation and classification using deep learning and handcrafted features | Dec 20, 2021 | ClassificationLesion Segmentation | —Unverified | 0 |
| MT-TransUNet: Mediating Multi-Task Tokens in Transformers for Skin Lesion Segmentation and Classification | Dec 3, 2021 | ClassificationComputational Efficiency | CodeCode Available | 1 |
| Automated skin lesion segmentation using multi-scale feature extraction scheme and dual-attention mechanism | Nov 16, 2021 | Lesion SegmentationSegmentation | —Unverified | 0 |
| Boundary-aware Transformers for Skin Lesion Segmentation | Oct 8, 2021 | Inductive BiasLesion Segmentation | CodeCode Available | 1 |
| PoissonSeg: Semi-Supervised Few-Shot Medical Image Segmentation via Poisson Learning | Aug 26, 2021 | Few-Shot Semantic SegmentationImage Segmentation | —Unverified | 0 |
| Knowledge-aware Deep Framework for Collaborative Skin Lesion Segmentation and Melanoma Recognition | Jun 7, 2021 | Clinical KnowledgeLesion Segmentation | —Unverified | 0 |
| MSRF-Net: A Multi-Scale Residual Fusion Network for Biomedical Image Segmentation | May 16, 2021 | Image SegmentationLesion Segmentation | CodeCode Available | 1 |
| Uncertainty-Aware Temporal Self-Learning (UATS): Semi-Supervised Learning for Segmentation of Prostate Zones and Beyond | Apr 8, 2021 | HippocampusLesion Segmentation | —Unverified | 0 |
| A New Approach for Automatic Segmentation and Evaluation of Pigmentation Lesion by using Active Contour Model and Speeded Up Robust Features | Jan 18, 2021 | Lesion SegmentationSegmentation | —Unverified | 0 |
| Lesion Net -- Skin Lesion Segmentation Using Coordinate Convolution and Deep Residual Units | Dec 28, 2020 | Lesion SegmentationSegmentation | —Unverified | 0 |
| D-LEMA: Deep Learning Ensembles from Multiple Annotations -- Application to Skin Lesion Segmentation | Dec 14, 2020 | Image SegmentationLesion Segmentation | —Unverified | 0 |
| Saliency-based segmentation of dermoscopic images using color information | Nov 26, 2020 | BinarizationLesion Segmentation | —Unverified | 0 |
| Leveraging Adaptive Color Augmentation in Convolutional Neural Networks for Deep Skin Lesion Segmentation | Oct 31, 2020 | Lesion SegmentationSkin Lesion Segmentation | —Unverified | 0 |
| Matthews Correlation Coefficient Loss for Deep Convolutional Networks: Application to Skin Lesion Segmentation | Oct 26, 2020 | Lesion SegmentationSegmentation | CodeCode Available | 1 |
| Frequency and Spatial domain based Saliency for Pigmented Skin Lesion Segmentation | Oct 8, 2020 | Lesion SegmentationSegmentation | —Unverified | 0 |
| CA-Net: Comprehensive Attention Convolutional Neural Networks for Explainable Medical Image Segmentation | Sep 22, 2020 | Image SegmentationLesion Segmentation | CodeCode Available | 1 |
| The Effects of Skin Lesion Segmentation on the Performance of Dermatoscopic Image Classification | Aug 28, 2020 | Binary ClassificationClassification | CodeCode Available | 0 |
| DONet: Dual Objective Networks for Skin Lesion Segmentation | Aug 19, 2020 | Lesion SegmentationSegmentation | —Unverified | 0 |
| Less is More: Sample Selection and Label Conditioning Improve Skin Lesion Segmentation | Apr 28, 2020 | Deep LearningExperimental Design | CodeCode Available | 0 |
| DRU-net: An Efficient Deep Convolutional Neural Network for Medical Image Segmentation | Apr 28, 2020 | DecoderImage Segmentation | CodeCode Available | 1 |
| Cascaded Context Enhancement Network for Automatic Skin Lesion Segmentation | Apr 17, 2020 | Lesion SegmentationMelanoma Diagnosis | —Unverified | 0 |
