GuidoManni / DeepLearningImplementationLinks
This repository contains implementations of prominent computer vision deep learning architectures. The focus is on simplifying these architectures while relying solely on the PyTorch library. The goal is to provide accessible and streamlined versions of key models in the field.
☆13Updated 9 months ago
Alternatives and similar repositories for DeepLearningImplementation
Users that are interested in DeepLearningImplementation are comparing it to the libraries listed below
Sorting:
- RadImageNet, a pre-trained convolutional neural networks trained solely from medical imaging to be used as the basis of transfer learning…☆423Updated last year
- Deep learning based mitral valve segmentation testing☆11Updated last month
- Contrast-agnostic segmentation of MRI scans☆497Updated last year
- A collection of resources on applications of Transformers in Medical Imaging.☆1,277Updated last year
- MONAI Model Zoo that hosts models in the MONAI Bundle format.☆256Updated 2 weeks ago
- tracking medical datasets, with a focus on medical imaging☆876Updated 7 months ago
- TransMorph: Transformer for Unsupervised Medical Image Registration (PyTorch)☆558Updated 5 months ago
- Medical image registration using deep learning☆603Updated 2 years ago
- Collection of awesome medical dataset resources.☆1,412Updated 9 months ago
- UNet based model that segment retina to 8 layers in OCT images☆77Updated 2 years ago
- MRI brain extraction tool☆371Updated 10 months ago
- VIBESegmentator: Full Torso Segmentation for the NAKO and UK Biobank in Volumetric Interpolated Breath-hold Examination Body Images☆71Updated 3 weeks ago
- A fast medical imaging analysis library in Python with algorithms for registration, segmentation, and more.☆788Updated last week
- An attention-based Fully Convolutional Densenet for Multiple Sclerosis lesion segmentation from FLAIR MRI☆20Updated 2 years ago
- TorchXRayVision: A library of chest X-ray datasets and models. Classifiers, segmentation, and autoencoders.☆1,071Updated last month
- A curated list of foundation models for vision and language tasks in medical imaging☆277Updated last year
- Medical imaging processing for AI applications.☆2,296Updated 2 weeks ago
- This Repo Will contain the Preprocessing Code for 3D Medical Imaging☆213Updated 5 years ago
- Torso Processing ToolBox☆22Updated 2 weeks ago
- Hippocampus Segmentation from MRI using 3D Convolutional Neural Networks in PyTorch☆42Updated 4 years ago
- Training patient-specific 2D/3D registration models in 5 minutes☆31Updated this week
- 3D Slicer Plugin for Segment anything in medical images☆260Updated 6 months ago
- Repository associated to the UQinMIA Tutorial @ MICCAI 2023☆31Updated last month
- A pytorch implementation of 3D UNet for 3D MRI Segmentation.☆75Updated 3 years ago
- nnDetection is a self-configuring framework for 3D (volumetric) medical object detection which can be applied to new data sets without ma…☆613Updated this week
- Official BraTS 2023 Segmentation Performance Metrics☆21Updated last year
- Auto-differentiable digitally reconstructed radiographs in PyTorch☆230Updated last week
- A comprehensive list of papers on learning-based image registration, as well as python implementation of various loss functions and evalu…☆102Updated 5 months ago
- Code for "DeepDRR: A Catalyst for Machine Learning in Fluoroscopy-guided Procedures". https://arxiv.org/abs/1803.08606☆247Updated last month
- MONAI Tutorials☆2,262Updated this week