maryjis Goto Github PK

attention-gated-networks

Use of Attention Gates in a Convolutional Neural Network / Medical Image Classification and Segmentation

autoneuro

Pipeline to run the experiments with tabular data.

data_mining

data_mining2017

deformcnnae

2D and 3D deformable CNN Autoencoders

denoising_module

Модуль для удаления шума с аудио

dl

Курс "Глубокое обучение (Deep Learning)" (ВМК, МГУ имени М.В. Ломоносова)

docs

The open-source repo for docs.github.com

e-authomat

eeg_depression

machine learning models for predicting depression based on EEG data

eeg_seminar

fmri_cobre

Deep learning model for predicting Schizophrenia vs Control on COBRE dataset.

intensities_t1

The repo helps to extract intensities around particular voxel from T1/T2 MRI

logistic_regression

meg001

Training and evaluation pipeline for MEG and EEG brain signal encoding and decoding using deep learning. Code for our paper "Decoding speech perception from non-invasive brain recordings" published in Nature Machine Intelligence, 2023.

multimodal-deep-learning

This repository contains various models targetting multimodal representation learning, multimodal fusion for downstream tasks such as multimodal sentiment analysis.

multimodal_dl

Multimodal deep learning in neuroimaging

multimodal_neuro

preprocessing_fmri_dti

This repo is provided pipeline for preprocessing fmri & dti data to functional and structural connectivity matrices

ukbiobank_deep_pretrain

Pretrained neural networks for UK Biobank brain MRI images. SFCN, 3D-ResNet etc.

user-service