frankkramer-lab / ensmic
An analysis on Ensemble Learning optimized Medical Image Classification with Deep Convolutional Neural Networks
☆16Updated 2 years ago
Alternatives and similar repositories for ensmic:
Users that are interested in ensmic are comparing it to the libraries listed below
- Based on our paper on "A Fuzzy Rank-based Ensemble of CNN Models for Classification of Cervical Cytology" published in Nature- Scientific…☆13Updated 3 years ago
- This repo is the source code for [BiTr-Unet: a CNN-Transformer Combined Network for MRI Brain Tumor Segmentation].☆32Updated 2 years ago
- GAN-based Synthetic Medical Image Augmentation for increased CNN Performance in COVID-19 Classification☆26Updated 4 years ago
- Based on our paper "Cervical Cytology Classification Using PCA & GWO Enhanced Deep Features Selection" published in SN Computer Science☆28Updated 3 years ago
- pytorch application for 3D classification using medical images☆23Updated 3 years ago
- Segmentation and Classification models for COVID CT scans (COVID, pneumonia, normal) based on Mask R-CNN.☆30Updated last year
- 3D medical image classification using swin transformer☆14Updated 9 months ago
- In this project an Attention Guided CNN was modeled & trained on the chest XRAY dataset provided by NIH & followed the paper: Guan, Q., H…☆13Updated 5 years ago
- Detection of tumors on mammography images☆14Updated 5 years ago
- Official code for Breast Cancer Histopathology Image Classification and Localization using Multiple Instance Learning☆76Updated 4 years ago
- This Repo containes the implemnetation of generating Guided-GradCAM for 3D medical Imaging using Nifti file in tensorflow 2.0. Different …☆103Updated 4 years ago
- Based on our paper "Pneumonia Detection from Lung X-ray Images using Local Search Aided Sine Cosine Algorithm based Deep Feature Selectio…☆11Updated 2 years ago
- [CVAMD 2021] "End-to-End Learning of Fused Image and Non-Image Feature for Improved Breast Cancer Classification from MRI"☆39Updated last year
- This repo is about multi-label medical image classification base on CNN and Transformer.☆24Updated 10 months ago
- pytorch implementation for The Fully Convolutional Transformer(FCT)☆39Updated last year
- ☆43Updated last year
- ☆35Updated 5 months ago
- Covid-19 Detection Experiments☆36Updated 3 years ago
- Extracting the deep features of the BreakHis dataset from pre-trained GoogLeNet, ResNet-18 and VGG-19 Convolutional Neural Networks (CNN…☆10Updated 2 years ago
- 3D sMRI data classification using PyTorch.☆14Updated 5 years ago
- 胶质瘤图像分割 ，包括常用的U-Net网络和V-Net网络等（2D和3D）。☆29Updated 2 years ago
- Due to the irregular shapes,various sizes and indistinguishable boundaries between the normal and infected tissues, it is still a challen…☆16Updated 3 years ago
- This repo contains Grad-CAM for 3D volumes.☆79Updated 4 years ago
- Comparison and fusion of deep learning and radiomics features of ground-glass nodules to predict the invasiveness risk of stage-I lung ad…☆17Updated 5 years ago
- Implementation of the technique introduced in the paper "GAN-based Synthetic Medical Image Augmentation for increased CNN Performance in …☆15Updated 5 years ago
- [TMI'20] Semi-supervised Medical Image Classification with Relation-driven Self-ensembling Model☆134Updated 4 years ago
- PyTorch implementation for 3D CNN models for medical image data (1 channel gray scale images).☆164Updated 2 years ago
- Repository for MICCAI 2021 paper Balanced-MixUp for Highly Imbalanced Medical Image Classification☆70Updated 2 years ago
- Official PyTorch repository for ...☆27Updated last year
- Two Views breast cancer classifier☆16Updated last year