| A generic ensemble based deep convolutional neural network for semi-supervised medical image segmentation | Apr 16, 2020 | DecoderImage Segmentation | CodeCode Available | 0 |
| Illumination-based Transformations Improve Skin Lesion Segmentation in Dermoscopic Images | Mar 23, 2020 | Lesion SegmentationSegmentation | CodeCode Available | 1 |
| Semi-supervised few-shot learning for medical image segmentation | Mar 18, 2020 | Few-Shot LearningImage Segmentation | —Unverified | 0 |
| Bi-directional Dermoscopic Feature Learning and Multi-scale Consistent Decision Fusion for Skin Lesion Segmentation | Feb 20, 2020 | Lesion SegmentationSkin Lesion Segmentation | —Unverified | 0 |
| Complementary Network with Adaptive Receptive Fields for Melanoma Segmentation | Jan 12, 2020 | Lesion SegmentationSegmentation | CodeCode Available | 1 |
| Automating Vitiligo Skin Lesion Segmentation Using Convolutional Neural Networks | Dec 16, 2019 | Lesion SegmentationSegmentation | —Unverified | 0 |
| Skin Lesion Segmentation using SegNet with Binary Cross-Entropy | Nov 15, 2019 | Lesion SegmentationSkin Cancer Segmentation | CodeCode Available | 0 |
| Semantic Segmentation of Skin Lesions using a Small Data Set | Oct 23, 2019 | Lesion SegmentationSemantic Segmentation | —Unverified | 0 |
| Bi-Directional ConvLSTM U-Net with Densley Connected Convolutions | Aug 31, 2019 | Image SegmentationLesion Segmentation | CodeCode Available | 1 |
| Skin Lesion Segmentation and Classification for ISIC 2018 by Combining Deep CNN and Handcrafted Features | Aug 14, 2019 | Decision MakingGeneral Classification | —Unverified | 0 |
| Impact of Adversarial Examples on Deep Learning Models for Biomedical Image Segmentation | Jul 30, 2019 | Image SegmentationLesion Segmentation | CodeCode Available | 0 |
| DSNet: Automatic Dermoscopic Skin Lesion Segmentation | Jul 9, 2019 | Lesion SegmentationMelanoma Diagnosis | CodeCode Available | 0 |
| SLSNet: Skin lesion segmentation using a lightweight generative adversarial network | Jul 1, 2019 | Generative Adversarial NetworkGPU | —Unverified | 0 |
| Mask2Lesion: Mask-Constrained Adversarial Skin Lesion Image Synthesis | Jun 13, 2019 | Data AugmentationImage Generation | —Unverified | 0 |
| Handling Inter-Annotator Agreement for Automated Skin Lesion Segmentation | Jun 6, 2019 | Image SegmentationLesion Classification | CodeCode Available | 0 |
| Non-Local Context Encoder: Robust Biomedical Image Segmentation against Adversarial Attacks | Apr 27, 2019 | Image SegmentationLesion Segmentation | —Unverified | 0 |
| Comparative Analysis of Automatic Skin Lesion Segmentation with Two Different Implementations | Apr 5, 2019 | Lesion SegmentationSegmentation | —Unverified | 0 |
| Improved Inference via Deep Input Transfer | Apr 4, 2019 | Image SegmentationLesion Segmentation | —Unverified | 0 |
| A Kernelized Manifold Mapping to Diminish the Effect of Adversarial Perturbations | Mar 3, 2019 | image-classificationImage Classification | CodeCode Available | 0 |
| Transformation Consistent Self-ensembling Model for Semi-supervised Medical Image Segmentation | Feb 28, 2019 | Image SegmentationLesion Segmentation | —Unverified | 0 |
| Deep Convolutional Encoder-Decoders with Aggregated Multi-Resolution Skip Connections for Skin Lesion Segmentation | Jan 26, 2019 | DecoderImage Segmentation | —Unverified | 0 |
| Skin lesion segmentation using U-Net and good training strategies | Nov 27, 2018 | Lesion SegmentationSkin Lesion Segmentation | —Unverified | 0 |
| A Novel Focal Tversky loss function with improved Attention U-Net for lesion segmentation | Oct 18, 2018 | Image SegmentationLesion Segmentation | CodeCode Available | 0 |
| A Multi-stage Framework with Context Information Fusion Structure for Skin Lesion Segmentation | Oct 16, 2018 | Lesion SegmentationSkin Lesion Segmentation | —Unverified | 0 |
| Automatic Skin Lesion Segmentation Using GrabCut in HSV Colour Space | Sep 30, 2018 | Lesion SegmentationSegmentation | CodeCode Available | 0 |
