ha-ha-ha-han / UKBiobank_deep_pretrainLinks
Pretrained neural networks for UK Biobank brain MRI images. SFCN, 3D-ResNet etc.
☆162Updated last year
Alternatives and similar repositories for UKBiobank_deep_pretrain
Users that are interested in UKBiobank_deep_pretrain are comparing it to the libraries listed below
Sorting:
- Harmonization of multi-site imaging data with ComBat (Python)☆151Updated 2 years ago
- TSAN: Two-Stage-Age-Net, for brain age estimation from T1-weighted MRI data.☆70Updated last year
- Convolutional Neural Network trained for age prediction using a large (n=11,729) set of MRI scans from a highly diversified cohort spanni…☆55Updated 5 years ago
- 3D residual neural network that predicts age based on brain MRI images (implemented using TensorFlow 2).☆66Updated 3 years ago
- Harmonization of multi-site imaging data with ComBat☆313Updated 2 years ago
- ☆41Updated last year
- LST-AI - Deep Learning Ensemble for Accurate MS Lesion Segmentation☆39Updated 7 months ago
- Resurces for MRI images processing and deep learning in 3D☆142Updated 3 years ago
- Supplement code for my master thesis:Predicting brain age from neuroimaging using Machine Learning and Deep Learning☆32Updated 2 years ago
- Example download scripts for the OASIS3 project☆164Updated last month
- Neuroimaging based brain age prediction using 3D Dense-net☆17Updated 3 years ago
- Framework for the reproducible processing of neuroimaging data with deep learning methods☆174Updated 3 weeks ago
- Harmonization tools for multi-site neuroimaging analysis. Implemented as a python package. Harmonization of MRI, sMRI, dMRI, fMRI variabl…☆113Updated last week
- Framework for the reproducible classification of Alzheimer's disease using machine learning☆41Updated 3 years ago
- MRI brain extraction tool☆367Updated 10 months ago
- A framework for joint super-resolution and image synthesis, without requiring real training data☆172Updated last year
- RadTract: enhanced tractometry with radiomics-based imaging biomarkers for improved predictive modelling.☆13Updated last month
- Master thesis: Convolutional Neural Networks for Classification of Alzheimer’s Disease and Mild Cognitive Impairment from 3D Brain MRI Im…☆51Updated 5 years ago
- Convolutional-recurrent neural networks approximate diffusion tractography from T1-weighted MRI and associated anatomical context☆19Updated 2 months ago
- This will contain the code of our publications about brain age estimation using deep learning.☆25Updated 4 months ago
- Brain Hippocampus Segmentation. deprecated, use hippodeep_pytorch instead☆34Updated 5 years ago
- Multimodal deep learning for Alzheimer's disease dementia assessment☆129Updated 2 years ago
- Pre-trained models and utilities for deep learning on medical images in Python (Keras/TensorFlow)☆234Updated 3 weeks ago
- Preprocessing pipeline on Brain MR Images through FSL and ANTs, including registration, skull-stripping, bias field correction, enhanceme…☆208Updated 7 years ago
- A space to log issues, updates, and software related to the ATLAS (Anatomical Tracings of Lesions After Stroke) database.☆83Updated 2 years ago
- This is an automatic white matter hyperintensity segmentation tool on FLAIR images☆15Updated last year
- Brain Segmentation with MONAI and Dynamic Unet (nn-unet)☆35Updated 2 months ago
- Deep Learning tools for brain medical images☆139Updated last year
- MNI152 Template☆48Updated 5 years ago
- Development and validation of an interpretable deep learning framework for Alzheimer's disease classification☆172Updated 2 years ago