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
☆86Updated 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:
- ISIC 2018: Skin Lesion Analysis Towards Melanoma Detection☆142Updated 2 years ago
- Y-Net: Joint Segmentation and Classification for Diagnosis of Breast Biopsy Images☆143Updated 4 years ago
- Code for the ISIC2018 Lesion Diagnosis Challenge☆53Updated 6 years ago
- IPMI2019 paper - Melanoma Recognition via Visual Attention☆46Updated 2 years ago
- ISBI2018: Adversarial Deep Structural Networks for Mammographic Mass Segmentation https://arxiv.org/abs/1612.05970☆50Updated 3 years ago
- [Medical Image Analysis 2019] Attentive Neural Cell Instance Segmentation☆47Updated 3 years ago
- Pre-trained model, code, and materials from the paper "Impact of Adversarial Examples on Deep Learning Models for Biomedical Image Segmen…☆60Updated 5 years ago
- This repository contains my implementations of the algorithms which we used for evaluation of the MoNuSeg challenge at MICCAI 2018.☆44Updated 4 years ago
- Benchmarks on NIH Chest X-ray 14 dataset☆73Updated 7 years ago
- Assessing Reliability and Challenges of Uncertainty Estimations for Medical Image Segmentation☆55Updated last year
- Segmentation of Lungs from Chest X-Rays using Fully Connected Networks☆55Updated 6 years ago
- The model of "Attention Based Glaucoma Detection: A Large-scale Database with a CNN Model" (CVPR2019)☆76Updated 7 months ago
- Code for TMI 2018 "Joint Optic Disc and Cup Segmentation Based on Multi-label Deep Network and Polar Transformation"☆172Updated 2 years ago
- This contains an implementation of the SeGAN model for semantic segmentation introduced in https://arxiv.org/pdf/1703.10239.pdf☆103Updated 6 years ago
- Segmentation Guided Thoracic Classification☆52Updated 5 years ago
- Code for Paper: Multi Scale Curriculum CNN for Context-Aware Breast MRI Malignancy Classification☆45Updated 5 years ago
- [MICCAI'19] Triple ANet: Adaptive Abnormal-aware Attention Network for WCE Image Classification☆49Updated 5 years ago
- ☆20Updated 7 years ago
- Lesion attributes segmentation for melanoma detection with multi-task U-Net☆50Updated 5 years ago
- Zhu, Wentao, Qi Lou, Yeeleng Scott Vang, and Xiaohui Xie. "Deep Multi-instance Networks with Sparse Label Assignment for Whole Mammogram …☆114Updated 7 years ago
- JAMA 2016; 316(22) Replication Study☆114Updated 6 years ago
- Utility to greatly simplify downloading, converting, viewing and extracting annotations from the Digital Database for Screening Mammograp…☆56Updated 6 years ago
- Notebooks and scripts for making submissions to the CheXpert Competition☆41Updated 6 years ago
- Segmentation of skin cancers on ISIC 2017 challenge dataset.☆53Updated 6 years ago
- PyTorch implementation of Grouped SSD (GSSD) and GSSD++ for focal liver lesion detection from multi-phase CT images (MICCAI 2018, IEEE TE…☆45Updated 3 years ago
- The baseline performances for Retinal Fundus Glaucoma Challenge☆19Updated 6 years ago
- Lung fields segmentation on CXR images using convolutional neural networks.☆176Updated 5 years ago
- Rank3 Code for ISIC 2018: Skin Lesion Analysis Towards Melanoma Detection, Task 3☆53Updated 4 years ago
- This repository contains the code of HyperDenseNet, a hyper-densely connected CNN to segment medical images in multi-modal image scenario…☆151Updated 5 years ago
- This repository corresponds to the evaluation code used for the REFUGE challenge. Please, use it as a sanity check to verify that the for…☆15Updated 6 years ago