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 2 months ago
Alternatives and similar repositories for DeepLearningImplementation
Users that are interested in DeepLearningImplementation are comparing it to the libraries listed below
Sorting:
- tracking medical datasets, with a focus on medical imaging☆893Updated 10 months ago
- TorchXRayVision: A library of chest X-ray datasets and models. Classifiers, segmentation, and autoencoders.☆1,107Updated 4 months ago
- RadImageNet, a pre-trained convolutional neural networks trained solely from medical imaging to be used as the basis of transfer learning…☆449Updated last year
- MRI brain extraction tool☆392Updated last year
- Automated lung segmentation in CT☆761Updated 6 months ago
- Medical image registration using deep learning☆612Updated 3 years ago
- TransMorph: Transformer for Unsupervised Medical Image Registration (PyTorch)☆595Updated 8 months ago
- A collection of resources on applications of Transformers in Medical Imaging.☆1,285Updated last year
- Contrast-agnostic segmentation of MRI scans☆529Updated last year
- PARROT is a collaborative initiative to create and annotate radiology reports to facilitate the access to high-quality multi-lingual medi…☆13Updated last year
- EchoNet-Dynamic is a deep learning model for assessing cardiac function in echocardiogram videos.☆97Updated 11 months ago
- nnDetection is a self-configuring framework for 3D (volumetric) medical object detection which can be applied to new data sets without ma…☆620Updated 3 months ago
- MONAI Model Zoo that hosts models in the MONAI Bundle format.☆291Updated 2 months ago
- Kaapana is an open source toolkit for state of the art platform provisioning in the field of medical data analysis. The applications comp…☆251Updated this week
- Open-source python package for the extraction of Radiomics features from 2D and 3D images and binary masks. Support: https://discourse.sl…☆1,365Updated 3 months ago
- Medical imaging processing for AI applications.☆2,350Updated last week
- A collection of papers about Transformer in the field of medical image analysis.☆471Updated 2 years ago
- A fast medical imaging analysis library in Python with algorithms for registration, segmentation, and more.☆823Updated last week
- A minimal Python library to facilitate the creation and manipulation of DICOM RTStructs.☆252Updated 6 months ago
- A pytorch-based deep learning framework for multi-modal 2D/3D medical image segmentation☆1,897Updated last year
- Deep learning based mitral valve segmentation testing☆11Updated 4 months ago
- MONAI Tutorials☆2,374Updated 3 weeks ago
- A curated list of foundation models for vision and language tasks in medical imaging☆296Updated last year
- 3D Slicer Plugin for Segment anything in medical images☆277Updated 9 months ago
- MICCAI 2019-2023 Open Source Papers☆1,292Updated 2 years ago
- Tool for robust segmentation of >100 important anatomical structures in CT and MR images☆2,445Updated 3 weeks ago
- MOOSE (Multi-organ objective segmentation) a data-centric AI solution that generates multilabel organ segmentations to facilitate systemi…☆304Updated last week
- Code for "DeepDRR: A Catalyst for Machine Learning in Fluoroscopy-guided Procedures". https://arxiv.org/abs/1803.08606☆263Updated 3 weeks ago
- dcm2nii DICOM to NIfTI converter: compiled versions available from NITRC☆1,103Updated 2 months ago
- Torso Processing ToolBox☆24Updated 2 weeks ago