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@ku-milab Machine Intelligence Laboratory

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    49 repositories

    • BRAINEXA

      Public
      Python
      •0•0•0•0•Updated Jan 31, 2025Jan 31, 2025

    • BrainWaveNet

      Public
      Official implementation of "BrainWaveNet: Wavelet-based Transformer for Autism Spectrum Disorder Diagnosis" (MICCAI 2024)
      Python
      •1•2•0•0•Updated Dec 19, 2024Dec 19, 2024

    • DyMix

      Public
      Python
      •1•2•0•0•Updated Sep 30, 2024Sep 30, 2024

    • ADT2R

      Public
      Pytorch implementation of "Adaptive Decision Transformer for Dynamic Treatment Regimes in Sepsis"
      Python
      •0•1•0•0•Updated Aug 8, 2024Aug 8, 2024

    • Counterfactual-Inference-in-Diffusion-Models

      Public
      0•0•0•0•Updated Jun 14, 2024Jun 14, 2024

    • LiCoL

      Public
      Python
      •1•5•0•0•Updated Apr 10, 2024Apr 10, 2024

    • FIESTA

      Public
      Python
      •1•1•0•0•Updated Apr 10, 2024Apr 10, 2024

    • IdenBAT

      Public
      Python
      •0•0•0•0•Updated Mar 5, 2024Mar 5, 2024

    • ESTA

      Public
      Python
      •
      MIT License
      •1•0•0•0•Updated Mar 5, 2024Mar 5, 2024

    • EAG-RS

      Public
      EAG-RS: A Novel Explainability-guided ROI Selection Framework for ASD diagnosis via Inter-regional Relation Learning - PyTorch Implementation (IEEE-TMI 2023)
      Python
      •3•6•0•0•Updated Dec 20, 2023Dec 20, 2023

    • UHF-guided_segmentation

      Public
      PyTorch implementation of "Transferring Ultra-high Field Representations for Intensity-Guided Brain Segmentation of Low Field MRI"
      Python
      •3•1•0•0•Updated Nov 30, 2023Nov 30, 2023

    • learnable-counter-condition-FC

      Public
      Python
      •1•1•0•0•Updated Nov 22, 2023Nov 22, 2023

    • GMBA

      Public
      Pytorch implementation of "Age-Aware Guidance via Masking-Based Attention in Face Aging" [CIKM 2023]
      Python
      •1•3•0•0•Updated Nov 2, 2023Nov 2, 2023

    • Deep-Geometric-AD

      Public
      Python
      •2•2•0•0•Updated Oct 31, 2023Oct 31, 2023

    • XADLiME

      Public
      We propose a novel deep-learning approach through eXplainable AD Likelihood Map Estimation (XADLiME) for AD progression modeling over 3D sMRIs using clinically-guided prototype learning
      Python
      •2•3•0•0•Updated Oct 24, 2023Oct 24, 2023

    • LEAR

      Public
      Tensorflow implementation of "Learn-Explain-Reinforce: Counterfactual Reasoning and Its Guidance to Reinforce an Alzheimer's Disease Diagnosis Model"
      Python
      •1•19•0•0•Updated Sep 22, 2023Sep 22, 2023

    • PG-BrainBagNet

      Public
      Python
      •3•2•0•0•Updated Sep 19, 2023Sep 19, 2023

    • FMM

      Public
      Frequency Mixup Manipulation based Unsupervised Domain Adaptation for Brain Disease Identification
      Python
      •1•2•0•0•Updated Aug 16, 2023Aug 16, 2023

    • SFCNR

      Public
      Python
      •1•0•0•0•Updated May 25, 2023May 25, 2023

    • PL-FC

      Public
      Python
      •0•8•0•0•Updated Oct 18, 2022Oct 18, 2022

    • ENGINE

      Public
      A deep learning framework for imaging genetics
      Python
      •3•2•0•0•Updated Apr 3, 2022Apr 3, 2022

    • Deep-Efficient-Continuous-Manifold-Learning

      Public
      Python
      •1•3•0•0•Updated Mar 31, 2022Mar 31, 2022

    • RSTNN

      Public
      Implementation of "Deep recurrent spatio-temporal neural network for motor imagery based BCI"
      Python
      •1•1•0•0•Updated Mar 25, 2022Mar 25, 2022

    • RL_BCI

      Public
      Implementation of "A Novel RL-assisted Deep Learninng Framework for Task-informative Signals Selection and Classification for Spontaneous BCIs"
      Jupyter Notebook
      •1•0•0•0•Updated Mar 25, 2022Mar 25, 2022

    • MSNN

      Public
      Implementation of "Multi-Scale Neural Network for EEG Representation Learning in BCI"
      Jupyter Notebook
      •2•0•0•0•Updated Mar 25, 2022Mar 25, 2022

    • SGDAL

      Public
      Python
      •1•0•0•0•Updated Mar 22, 2022Mar 22, 2022

    • DIPNet

      Public
      Repo for Dual Information Pathways Network (DIPNet) which developed to represent unarticulated speech EEG
      Python
      •1•0•0•0•Updated Mar 14, 2022Mar 14, 2022

    • CE_SCST

      Public
      Pytorch implementation of "Enhancing Contextual Encoding with Stage-confusion and Stage-transition Estimation for EEG-based Sleep Staging"
      Python
      •1•3•1•0•Updated Feb 14, 2022Feb 14, 2022

    • Meta-Modulation-GenM

      Public
      Python
      •0•0•1•0•Updated Feb 10, 2022Feb 10, 2022

    • TransSleep

      Public
      A source code for deep learning-based autonomous sleep staging.
      Python
      •7•7•0•0•Updated Jan 28, 2022Jan 28, 2022