maryjis
PhD student in Neuro lab. I am interested in multimodal DL approaches in neuroimaging and multi-omics data.
Pinned Repositories
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
eeg_depression
machine learning models for predicting depression based on EEG data
fmri_cobre
Deep learning model for predicting Schizophrenia vs Control on COBRE dataset.
multimodal_DL
Multimodal deep learning in neuroimaging
preprocessing_fmri_dti
This repo is provided pipeline for preprocessing fmri & dti data to functional and structural connectivity matrices
maryjis's Repositories
maryjis/eeg_depression
machine learning models for predicting depression based on EEG data
maryjis/multimodal_DL
Multimodal deep learning in neuroimaging
maryjis/fmri_cobre
Deep learning model for predicting Schizophrenia vs Control on COBRE dataset.
maryjis/Attention-Gated-Networks
Use of Attention Gates in a Convolutional Neural Network / Medical Image Classification and Segmentation
maryjis/DeformCNNAE
2D and 3D deformable CNN Autoencoders
maryjis/preprocessing_fmri_dti
This repo is provided pipeline for preprocessing fmri & dti data to functional and structural connectivity matrices
maryjis/autoNeuro
Pipeline to run the experiments with tabular data.
maryjis/data_mining
maryjis/data_mining2017
maryjis/denoising_module
Модуль для удаления шума с аудио
maryjis/DL
Курс "Глубокое обучение (Deep Learning)" (ВМК, МГУ имени М.В. Ломоносова)
maryjis/docs
The open-source repo for docs.github.com
maryjis/E-authomat
maryjis/EEG_seminar
maryjis/intensities_T1
The repo helps to extract intensities around particular voxel from T1/T2 MRI
maryjis/logistic_regression
maryjis/MEGformer
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.
maryjis/multimodal-deep-learning
This repository contains various models targetting multimodal representation learning, multimodal fusion for downstream tasks such as multimodal sentiment analysis.
maryjis/multimodal_neuro
maryjis/UKBiobank_deep_pretrain
Pretrained neural networks for UK Biobank brain MRI images. SFCN, 3D-ResNet etc.
maryjis/User-service