lodeguns / Solids-classification-3D-CNN-3D-GradCam
Here we introduce the problem of 3D solids classification with a CNN (spheres and octahedra). We implemented a 3D GradCam model, in order to underline the most relevant 3D volumes useful for classification.
☆11Updated 4 years ago
Related projects ⓘ
Alternatives and complementary repositories for Solids-classification-3D-CNN-3D-GradCam
- Human Protein Atlas image classification competition☆12Updated last year
- SimTriplet: PyTorch Implementation☆25Updated 3 years ago
- Estimating uncertainty of neural networks for automated screening of Diabetic Retinopathy using the PyTorch framework. Generated visual e…☆20Updated 4 years ago
- Code for Disentangle Align and Fuse for Multimodal and Zero-shot Image Segmentation☆14Updated last year
- MultiGraphGAN for predicting multiple target graphs from a source graph using geometric deep learning.☆22Updated last year
- AffinityNet with feature attention layer and kNN attention pooling layer for few-shot semi-supervised learning☆38Updated 6 years ago
- Integrative Analysis of Patient Health Records and Neuroimages via Memory-based Graph Convolutional Network (ICDM 2018 full paper)☆45Updated 5 years ago
- A U-Net combined with a variational auto-encoder that is able to learn conditional distributions over semantic segmentations.☆23Updated 5 years ago
- Survival Convolutional Neural Networks☆68Updated last year
- PyTorch Vision Toolbox not only for deep-clustering☆29Updated 2 years ago
- DeepPINK: reproducible feature selection in deep neural networks☆21Updated 8 months ago
- Feature Aware Normalization - Code for "Context-based Normalization of Histological Stains using Deep Convolutional Features"☆15Updated 6 years ago
- Official PyTorch implementation for paper Context Matters: Graph-based Self-supervised Representation Learning for Medical Images☆60Updated 2 years ago
- A Tensorflow Implementation of Brain Tumor Segmentation using Topological Loss☆31Updated 5 years ago
- Gifsplanation - Explaining neural networks with gifs!☆24Updated 9 months ago
- Полное собрание кода для задач X-Ray captioning☆11Updated 4 years ago
- Official implementation of ICLR 2020 paper Unsupervised Clustering using Pseudo-semi-supervised Learning☆48Updated 3 years ago
- A Variational Information Bottleneck Approach to Multi-Omics Data Integration☆22Updated 3 years ago
- ICAM: Interpretable Classification via Disentangled Representations and Feature Attribution Mapping☆53Updated 2 years ago
- This repository facilitates common data pre-processing steps when working with UK Biobank data.☆13Updated last year
- Custom python functions to help you further analyse machine learning models and diagnostic test☆14Updated 10 months ago
- O-MedAL: Online Active Deep Learning for Medical Image Analysis. This repo contains code for the paper.☆18Updated 2 years ago
- Late AMD progression classification using fundus images and genotypes☆21Updated last year
- 1st place solution of OSIC Pulmonary Fibrosis Progression competition at Kaggle☆24Updated 4 years ago
- HCAE (HyperConnectome AutoEncoder) for brain state identification.☆16Updated 4 years ago
- Semi-supervised variational autoencoder for survival prediction☆14Updated 11 months ago
- Example Code for Self-Supervised Feature Learning in Medical Volume Scans☆14Updated 5 years ago
- CapSurv: Capsule Network for Survival Analysis With Whole Slide Pathological Images☆10Updated 5 years ago
- PyTorch implementation of Deep Survival Models.☆17Updated 6 years ago