fabioperez / skin-data-augmentationLinks
Source code for the paper 'Data Augmentation for Skin Lesion Analysis' β π Best Paper Award at the ISIC Skin Image Analysis Workshop @ MICCAI 2018
β86Updated 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 Detectionβ144Updated 2 years ago
- Y-Net: Joint Segmentation and Classification for Diagnosis of Breast Biopsy Imagesβ144Updated 4 years ago
- IPMI2019 paper - Melanoma Recognition via Visual Attentionβ46Updated 2 years ago
- Code for the ISIC2018 Lesion Diagnosis Challengeβ54Updated 7 years ago
- Benchmarks on NIH Chest X-ray 14 datasetβ73Updated 7 years ago
- Source code for 'ISIC 2018: Skin Lesion Analysis Towards Melanoma Detection' - Task 3 (Classification)β24Updated 7 years ago
- [MICCAI'19] Triple ANet: Adaptive Abnormal-aware Attention Network for WCE Image Classificationβ49Updated 5 years ago
- ISBI2018: Adversarial Deep Structural Networks for Mammographic Mass Segmentation https://arxiv.org/abs/1612.05970β51Updated 3 years ago
- Assessing Reliability and Challenges of Uncertainty Estimations for Medical Image Segmentationβ56Updated 2 years ago
- Pre-trained model, code, and materials from the paper "Impact of Adversarial Examples on Deep Learning Models for Biomedical Image Segmenβ¦β60Updated 5 years ago
- The model of "Attention Based Glaucoma Detection: A Large-scale Database with a CNN Model" (CVPR2019)β75Updated 11 months ago
- Code for Paper: Multi Scale Curriculum CNN for Context-Aware Breast MRI Malignancy Classificationβ46Updated 5 years ago
- Notebooks and scripts for making submissions to the CheXpert Competitionβ41Updated 6 years ago
- Zhu, Wentao, Qi Lou, Yeeleng Scott Vang, and Xiaohui Xie. "Deep Multi-instance Networks with Sparse Label Assignment for Whole Mammogram β¦β114Updated 7 years ago
- JAMA 2016; 316(22) Replication Studyβ115Updated 6 years ago
- This repository contains my implementations of the algorithms which we used for evaluation of the MoNuSeg challenge at MICCAI 2018.β44Updated 4 years ago
- [Medical Image Analysis 2019] Attentive Neural Cell Instance Segmentationβ47Updated 3 years ago
- Segmentation Guided Thoracic Classificationβ51Updated 5 years ago
- [TMI'19 & DLMIA'18] Code for "Multi-Task Deep Learning with Margin Ranking Loss for Lung Nodule Analysis".β45Updated 4 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 forβ¦β15Updated 6 years ago
- Lesion attributes segmentation for melanoma detection with multi-task U-Netβ51Updated 5 years ago
- Code for TMI 2018 "Joint Optic Disc and Cup Segmentation Based on Multi-label Deep Network and Polar Transformation"β172Updated 2 years ago
- Gcam is an easy to use Pytorch library that makes model predictions more interpretable for humans. It allows the generation of attentionβ¦β50Updated 5 years ago
- A deep learning framework for detecting lesions in CT scans from Deep Lesion datasetβ38Updated 6 years ago
- Segmentation of skin cancers on ISIC 2017 challenge dataset.β53Updated 6 years ago
- Volumetric MRI brain tumor segmentation using autoencoder regularizationβ48Updated 2 years ago
- Measuring uncertainty in Deep Learning for Medical Imaging using Monte Carlo Dropoutβ13Updated 7 years ago
- A Pixel-wise Distance Regression Approach for Joint Retinal Optical Disc and Fovea Detectionβ39Updated 5 years ago
- The baseline performances for Retinal Fundus Glaucoma Challengeβ19Updated 6 years ago
- Github pagesβ63Updated 5 years ago