ha-ha-ha-han / UKBiobank_deep_pretrainView external linksLinks
Pretrained neural networks for UK Biobank brain MRI images. SFCN, 3D-ResNet etc.
☆168Sep 26, 2024Updated 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:
- 3D residual neural network that predicts age based on brain MRI images (implemented using TensorFlow 2).☆66Mar 17, 2022Updated 3 years ago
- TSAN: Two-Stage-Age-Net, for brain age estimation from T1-weighted MRI data.☆70Apr 11, 2024Updated last year
- Global-local Transformer for brain age prediction☆45Jun 3, 2025Updated 8 months ago
- Convolutional Neural Network trained for age prediction using a large (n=11,729) set of MRI scans from a highly diversified cohort spanni…☆58Sep 4, 2020Updated 5 years ago
- ☆44Jul 28, 2024Updated last year
- ☆46Updated this week
- ☆17Jan 13, 2021Updated 5 years ago
- Code for the paper "Contrastive learning for regression in multi-site brain age prediction" | ISBI 2023 https://doi.org/10.1109/ISBI53787…☆13May 5, 2023Updated 2 years ago
- Official code for "Brain age prediction: A comparison between machine learning models using region- and voxel-based morphometric data" pa…☆23Jan 30, 2022Updated 4 years ago
- This will contain the code of our publications about brain age estimation using deep learning.☆25Jun 3, 2025Updated 8 months ago
- Supplement code for my master thesis:Predicting brain age from neuroimaging using Machine Learning and Deep Learning☆34Jul 6, 2023Updated 2 years ago
- ☆18Sep 4, 2019Updated 6 years ago
- A Python module for loading phenotypic and genetic data from the UK Biobank.☆39Nov 3, 2025Updated 3 months ago
- Neuroimaging based brain age prediction using 3D Dense-net☆21Jul 19, 2022Updated 3 years ago
- TVB-UKBB Pipeline: TheVirtualBrain implementation of the UK Biobank pipeline☆25Aug 5, 2025Updated 6 months ago
- A tool for identifying patients in UK biobank given the definition of disease phenotypes (icd10, icd9, opcs or cancer histology).☆25Oct 12, 2018Updated 7 years ago
- Multi-modality brain-age analysis in the UK Biobank☆12Mar 4, 2020Updated 5 years ago
- Tensorflow implementation of 3D CNN for brain age prediction from MRI☆20Jul 22, 2019Updated 6 years ago
- ☆29Nov 23, 2022Updated 3 years ago
- Software for generating a brain-predicted age value, using Gaussian Processes regression, implemented in R☆103Jan 2, 2024Updated 2 years ago
- Code and trained weights for upcoming paper "A U-NET model for Local Brain-Age"☆16Sep 1, 2021Updated 4 years ago
- Contrast-agnostic segmentation of MRI scans☆531Jul 17, 2024Updated last year
- Utlizied brain's structural & functional connectivity to classify subjects using Graph Convolution Networks.☆12Dec 25, 2020Updated 5 years ago
- The codes are from MICCAI 2022, "Dual-graph Learning Convolutional Networks for Interpretable Alzheimer’s Disease Diagnosis"☆19Dec 7, 2023Updated 2 years ago
- ☆22Oct 31, 2024Updated last year
- The fmriprep tutorial@2020 by Qing Wang (Vincent).☆13Dec 12, 2020Updated 5 years ago
- Implementation for Stankevičiūtė et al. "Population graph GNNs for brain age prediction". GRL+ Workshop, ICML 2020.☆41Sep 26, 2025Updated 4 months ago
- [WACV 2024] Official PyTorch implementation of: Ordinal Classification with Distance Regularization for Robust Brain Age Prediction☆17Jan 7, 2025Updated last year
- A deep learning model to predict individual brain ages from MRI datasets☆19Feb 5, 2019Updated 7 years ago
- This repository houses the official implementation of Multiple Instance NeuroImage Transformer (MINiT) paper, accepted at PRedictive Inte…☆16Aug 23, 2022Updated 3 years ago
- Normative modelling using deep autoencoders: a multi-cohort study on mild cognitive impairment and Alzheimer’s disease☆24Mar 24, 2023Updated 2 years ago
- Automated processing of MRI in neuro-oncology (combining HD-BET, image co-registration, and HD-GLIO in one container)☆33Jun 5, 2022Updated 3 years ago
- A radiomics tool with a variety of brain MRI processing functions, including affine registration, hippocampus segmentation and feature ca…☆29Jul 20, 2021Updated 4 years ago
- This repository will host scripts used to map structural and functional brain connectivity matrices for the UK biobank dataset.☆71Dec 3, 2025Updated 2 months ago
- Functions to map between ICD-10 terms and PheCodes for UK Biobank hospital electronic health records☆39Dec 27, 2022Updated 3 years ago
- A framework for joint super-resolution and image synthesis, without requiring real training data☆180Mar 29, 2024Updated last year
- Multimodal deep learning for Alzheimer's disease dementia assessment☆133May 6, 2023Updated 2 years ago
- Toolbox for normative modelling and spatial inference of neuroimaging data. https://pcntoolkit.readthedocs.io/en/latest/☆149Updated this week
- Preprocessing pipeline on Brain MR Images through FSL and ANTs, including registration, skull-stripping, bias field correction, enhanceme…☆209May 15, 2018Updated 7 years ago