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康斯坦丁's Projects

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

3dcnn-vis icon 3dcnn-vis

Visual Explanations From Deep 3D Convolutional Neural Networks for Alzheimer's Disease Classification

aal116 icon aal116

Automated anatomical labelling atlas with 116 nodes

addformer icon addformer

Addformer: Alzheimer’s disease detection from structural mri using fusion transformer

camull-net icon camull-net

A 3D convolutional neural network for the classification of Alzheimer's disease and its precursor Mild Cognitive Impairement.

chinese-clip icon chinese-clip

Chinese version of CLIP which achieves Chinese cross-modal retrieval and representation generation.

cnn_design_for_ad icon cnn_design_for_ad

Code for "Generalizable deep learning model for early Alzheimer’s disease detection from structural MRIs"

computerstudent icon computerstudent

计算机专业系统性学习资料(python,c,c++,计算机组成,计算机网络,编译原理,电路,谷歌插件,爬虫)

dglcn icon dglcn

The codes are from MICCAI 2022, "Dual-graph Learning Convolutional Networks for Interpretable Alzheimer’s Disease Diagnosis"

dmdin icon dmdin

Realization for the network: deep multimodal discriminative representation

hrem icon hrem

Learning Semantic Relationship among Instances for Image-Text Matching, CVPR, 2023

hybnet icon hybnet

Attention-Guided Hybrid Network for Brain Disease Diagnosis with Structural MR Images

joint-learning-for-alzheimer-disease icon joint-learning-for-alzheimer-disease

[MedIA 2024] This is a code implemention of the joint learning framework proposed in the manuscipt "Joint learning framework of cross-modal synthesis and diagnosis for Alzheimer's disease by mining underlying shared modality information".

mad-former icon mad-former

MAD-Former: A Traceable Interpretability Model for Alzheimer’s Disease Recognition based on Multi-patch Attention

plotly.py icon plotly.py

The interactive graphing library for Python :sparkles: This project now includes Plotly Express!

rpbert icon rpbert

RpBERT: A Text-image Relation Propagation-based BERT Model for Multimodal NER

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