nataliagullon / segmentation-retinal-lesions
Retinal lesions segmentation using CNNs and adversarial training: A Degree Thesis Submitted to the Faculty of Escola Tècnica d’Enginyeria de Telecomunicació de Barcelona of Universitat Politècnica de Catalunya.
☆9Updated 5 years ago
Alternatives and similar repositories for segmentation-retinal-lesions:
Users that are interested in segmentation-retinal-lesions are comparing it to the libraries listed below
- The implementation of the segmentation on retinal lesions☆20Updated 6 years ago
- ☆12Updated 5 years ago
- This page is for A Survey on Deep Learning of Small Sample in Biomedical Image Analysis.☆28Updated 4 years ago
- The implementation of "Semi-supervised Medical Image Classification with Global Latent Mixing". [MICCAI2020]☆22Updated last year
- CFEA: Collaborative Feature Ensembling Adaptation for Domain Adaptation in Unsupervised Optic Disc and Cup Segmentation☆48Updated 3 years ago
- Weakly supervised 3D classification of multi-disease chest CT scans using multi-resolution deep segmentation features via dual-stage CNN …☆33Updated 4 years ago
- ☆20Updated 6 years ago
- ☆22Updated 4 years ago
- Training FCNNs from patches to full-sized images. A framework to train arbitrarily designed networks for medical image segmentation.☆15Updated 5 years ago
- Assessing Reliability and Challenges of Uncertainty Estimations for Medical Image Segmentation☆53Updated last year
- Volumetric MRI brain tumor segmentation using autoencoder regularization☆48Updated 2 years ago
- Unet,Unet++,FPN,DAF implementations for liver segmentation☆15Updated 5 years ago
- GUI for MICCAI 2019 "Interactive deep editing framework for medical image segmentation" (One-click medical image segmentation tool!)☆12Updated 5 years ago
- 2nd place solution for the RSNA STR Pulmonary Embolism Detection competition on Kaggle.☆29Updated 4 years ago
- Pre-processing and post-processing for medical image segmentation☆16Updated 3 months ago
- 3 Steps achieve SOTA in MICCAI 2020 Thyroid Nodule Segmentation Challenge☆60Updated 4 years ago
- 3rd of Task3 and 4th of Task4 of StructSeg2019 competition - MICCAI 2019☆19Updated 2 years ago
- The model of "Attention Based Glaucoma Detection: A Large-scale Database with a CNN Model" (CVPR2019)☆74Updated 3 months ago
- A deep learning based approach to achieve automatic blood vessel segmentation in eye retinal fundus images.☆11Updated 5 years ago
- A Tensorflow Implementation of Brain Tumor Segmentation using Topological Loss☆32Updated 5 years ago
- Segmentation of prostate from MRI scans☆45Updated 3 years ago
- DualAttention VNet3D Model for KiTS19——2019 Kidney Tumor Segmentation Challenge☆13Updated 5 years ago
- Codes for our MIA paper "DeepMitosis: Mitosis detection via deep detection, verification and segmentation networks".☆24Updated 5 years ago
- Uncertainty-Guided Interactive Refinement for Segmentation☆58Updated 3 years ago
- Ultrasound Thyroid Nodule Segmentation using UNets and variants☆30Updated 6 years ago
- ☆13Updated 3 years ago
- ☆26Updated 6 years ago
- ☆8Updated last year
- 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
- Code for Paper: Multi Scale Curriculum CNN for Context-Aware Breast MRI Malignancy Classification☆45Updated 5 years ago