ku-milab Goto Github PK

adt2r

Pytorch implementation of "Adaptive Decision Transformer for Dynamic Treatment Regimes in Sepsis"

born-identity-network

Tensorflow implementation of "Born Identity Network: Multi-way Counterfactual Map Generation to Explain a Classifier's Decision"

ce_scst

Pytorch implementation of "Enhancing Contextual Encoding with Stage-confusion and Stage-transition Estimation for EEG-based Sleep Staging"

da-bci

Implementation of "Domain Adaptation with Source Selection for Motor-Imagery Based BCI"

deep-efficient-continuous-manifold-learning

deep-geometric-ad

deep_recurrent_ad

Implementation of "Deep Recurrent Model for Individualized Prediction of Alzheimer’s Disease Progression"

deeplearningtutorial

Deep Learning tutorial

dipnet

Repo for Dual Information Pathways Network (DIPNet) which developed to represent unarticulated speech EEG

eag-rs

EAG-RS: A Novel Explainability-guided ROI Selection Framework for ASD diagnosis via Inter-regional Relation Learning - PyTorch Implementation (IEEE-TMI 2023)

ec_gcn

Implementation of "Identifying Resting-State Effective Connectivity Abnormalities in Drug-Naïve Major Depressive Disorder Diagnosis via Graph Convolutional Networks"

engine

A deep learning framework for imaging genetics

esta

factors-decomposer-entangler-network

Tensorflow implementation of "Plug-in Factorization for Latent Representation Disentanglement"

fiesta

fmm

Frequency Mixup Manipulation based Unsupervised Domain Adaptation for Brain Disease Identification

gcn_informative_regional_relation_representation

gmba

Pytorch implementation of "Age-Aware Guidance via Masking-Based Attention in Face Aging" [CIKM 2023]

idenbat

lear

Tensorflow implementation of "Learn-Explain-Reinforce: Counterfactual Reasoning and Its Guidance to Reinforce an Alzheimer's Disease Diagnosis Model"

learnable-counter-condition-fc

licol

medicaltransformer

meta-modulation-genm

mgicnn

Implementation of "Multi-scale Gradual Itegration Convolutional Neural Network for False Positive Reduction in Pulmonary Nodule Detection"

miam

Pytorch implementation of "Multi-view Integration Learning for Irregularly-sampled Clinical Time Series" (Under review, JBHI)

moana

Pytorch implementation of "MoANA: Module of Axis-based Nexus Attention for Weakly Supervised Object Localization and Semantic Segmentation"

msnn

Implementation of "Multi-Scale Neural Network for EEG Representation Learning in BCI"

multimodalmrisegcnn

Implementation of "Deep Learning-based Brain Tumor Segmentation from Multi-modal MRI"

neuroimage-analysis-tutorial