fabioperez / skin-data-augmentationLinks
Source code for the paper 'Data Augmentation for Skin Lesion Analysis' — 🏆 Best Paper Award at the ISIC Skin Image Analysis Workshop @ MICCAI 2018
☆85Updated 6 years ago
Alternatives and similar repositories for skin-data-augmentation
Users that are interested in skin-data-augmentation are comparing it to the libraries listed below
Sorting:
- Code for the ISIC2018 Lesion Diagnosis Challenge☆53Updated 6 years ago
- ISIC 2018: Skin Lesion Analysis Towards Melanoma Detection☆142Updated 2 years ago
- Lesion attributes segmentation for melanoma detection with multi-task U-Net☆49Updated 5 years ago
- Code for Paper: Multi Scale Curriculum CNN for Context-Aware Breast MRI Malignancy Classification☆45Updated 5 years ago
- Source code for 'ISIC 2018: Skin Lesion Analysis Towards Melanoma Detection' - Task 3 (Classification)☆23Updated 6 years ago
- Assessing Reliability and Challenges of Uncertainty Estimations for Medical Image Segmentation☆55Updated last year
- Y-Net: Joint Segmentation and Classification for Diagnosis of Breast Biopsy Images☆142Updated 4 years ago
- Segmentation Guided Thoracic Classification☆52Updated 5 years ago
- CFEA: Collaborative Feature Ensembling Adaptation for Domain Adaptation in Unsupervised Optic Disc and Cup Segmentation☆48Updated 3 years ago
- Segmentation of Lungs from Chest X-Rays using Fully Connected Networks☆55Updated 6 years ago
- Code for "Disc-aware Ensemble Network for Glaucoma Screening from Fundus Image"☆59Updated 5 years ago
- The model of "Attention Based Glaucoma Detection: A Large-scale Database with a CNN Model" (CVPR2019)☆76Updated 6 months ago
- ISBI2018: Adversarial Deep Structural Networks for Mammographic Mass Segmentation https://arxiv.org/abs/1612.05970☆50Updated 3 years ago
- Code for TMI 2018 "Joint Optic Disc and Cup Segmentation Based on Multi-label Deep Network and Polar Transformation"☆173Updated 2 years ago
- [MICCAI'19] Triple ANet: Adaptive Abnormal-aware Attention Network for WCE Image Classification☆49Updated 5 years ago
- IPMI2019 paper - Melanoma Recognition via Visual Attention☆46Updated 2 years ago
- Rank3 Code for ISIC 2018: Skin Lesion Analysis Towards Melanoma Detection, Task 3☆50Updated 4 years ago
- Multi-Label Image Classification of Chest X-Rays In Pytorch☆64Updated 5 years ago
- Support repository for the paper "Retinal vessel segmentation based on Fully Convolutional Neural Networks", Expert Systems with Applicat…☆47Updated last year
- Notebooks and scripts for making submissions to the CheXpert Competition☆41Updated 6 years ago
- ☆20Updated 7 years ago
- Pre-trained model, code, and materials from the paper "Impact of Adversarial Examples on Deep Learning Models for Biomedical Image Segmen…☆60Updated 4 years ago
- An implementation of《Retinal Vessel Segmentation in Fundoscopic Images with Generative Adversarial Networks》☆89Updated 7 years ago
- Segmentation of skin cancers on ISIC 2017 challenge dataset.☆54Updated 6 years ago
- A deep learning framework for detecting lesions in CT scans from Deep Lesion dataset☆38Updated 6 years ago
- ISIC 2018 - Skin Lesion Classification for Melanoma Detection☆12Updated 6 years ago
- [Medical Image Analysis 2019] Attentive Neural Cell Instance Segmentation☆47Updated 3 years ago
- Volumetric MRI brain tumor segmentation using autoencoder regularization☆48Updated 2 years ago
- This is the official Pytorch implementation of "Lung Segmentation from Chest X-rays using Variational Data Imputation", Raghavendra Selva…☆44Updated 2 years ago
- Implementation of active contour loss function☆201Updated 5 years ago