Alzheimer Disease Detection ML Frameworks

ML projects for detecting and predicting Alzheimer's disease and related dementias using medical imaging (MRI), biomarkers, speech analysis, and multimodal data. Does NOT include general neurodegenerative disease detection, dementia risk assessment from non-medical data, or diagnostic apps without ML models.

There are 40 alzheimer disease detection frameworks tracked. The highest-rated is jrieke/cnn-interpretability at 41/100 with 178 stars.

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#	Framework	Score	Tier	Stars	Language
1	jrieke/cnn-interpretability 🏥 Visualizing Convolutional Networks for MRI-based Diagnosis of Alzheimer’s Disease	41	Emerging	178	Jupyter Notebook
2	NYUMedML/CNN_design_for_AD Code for "Generalizable deep learning model for early Alzheimer’s disease...	40	Emerging	174	Jupyter Notebook
3	Gersha2024/Alzheimer-MRI-Preprocessing-FreeSurfer-SliceSelection-DeepLearning-TransferLearning-EnsembleLearning 🧠 Detect Alzheimer's disease using MRI scans with transfer learning, deep...	36	Emerging	2	Python
4	aramis-lab/AD-DL Classification of Alzheimer's disease status with convolutional neural networks.	35	Emerging	63	Python
5	shreyasgite/dementianet A longitudinal spontaneous speech (machine learning audio) dataset for...	33	Emerging	31	—
6	Anshul-ydv/Neuro-Regenerative_Multimodal_Detection Multimodal detection of Alzheimer's disease using the OASIS-1 dataset with...	29	Experimental	2	Jupyter Notebook
7	edaaydinea/OP1-Prediction-of-the-Different-Progressive-Levels-of-Alzheimer-s-Disease This is an optional model development project on a real dataset related to...	29	Experimental	10	Jupyter Notebook
8	srajan-kiyotaka/Alzheimer-Disease-Prediction I will use the CT Scan of the brain image dataset to train the CNN Model to...	29	Experimental	15	Jupyter Notebook
9	metarex21/Alzheimer-Prediction This Github repository contains code and resources related to the...	25	Experimental	4	Jupyter Notebook
10	Nguyenhoait3945/neurodegenerAI 🧠 Detect neurodegenerative patterns early using advanced machine learning...	24	Experimental	2	Python
11	watermelonich/NeuroAIDS A NeuroAIDS detection on symptoms through MRI and EEG scans	24	Experimental	3	Jupyter Notebook
12	raghavagps/AlzScPred Identification of Biomarkers of Alzheimer's from Single cell genome	23	Experimental	2	PureBasic
13	NahushKulkarni/Alzheimers-Disease-Detection Implementation of an Alzheimer's Disease detection system using Deep...	22	Experimental	16	Jupyter Notebook
14	estebannano2009/OT-based-Heterogeneous-Multi-Modal-Fusion-Embedding-for-AD-analysis 🧠 Analyze Alzheimer's Disease using an Optimal Transport-based multi-modal...	22	Experimental	—	Jupyter Notebook
15	edaaydinea/OP2-Prediction-of-the-Different-Progressive-Levels-of-Alzheimer-s-Disease-with-MRI-data This is an optional model development project on a real dataset related to...	21	Experimental	10	Jupyter Notebook
16	shubham0730/Alzheimers-disease-detection Deep learning project for detection of Alzheimer's disease based on 4...	20	Experimental	7	Jupyter Notebook
17	montanarograziano/Multimodal-approach-for-AD Code for "Automated Detection of Alzheimer’s Disease: A Multi-modal Approach...	20	Experimental	15	Jupyter Notebook
18	vshi2316/AD_Multimodal_Study Multimodal deep phenotyping reveals biologically distinct Alzheimer's...	20	Experimental	1	R
19	Ioplanet00/voice-dementia-detection 음성 기반 치매 조기 선별 AI 솔루션 (VoiceCare)	19	Experimental	—	TypeScript
20	ShreyanshJoshi/ML-based-Analysis-to-Identify-Speech-Features-Relevant-in-Predicting-Alzheimer-s ML and DL based models that predict (and classify) whether a person has...	19	Experimental	7	Jupyter Notebook
21	shraddhaghuge/AlzheimerDiseaseClassification 🧠 A deep learning-based web app that classifies Alzheimer's disease stages...	18	Experimental	5	Jupyter Notebook
22	yacineammari/PFE-alzheimer-disease-classification Alzheimer disease classification using ResNet50	18	Experimental	7	Jupyter Notebook
23	MarioBravo12/BI-CVT This repository contains the implementation of Bi-CVT (Bimodal Convolutional...	17	Experimental	2	Jupyter Notebook
24	Recker-Dev/alzheimer-cnn-tinyVGG16 This project uses a TinyVGG16-based CNN to classify MRI scans for...	16	Experimental	3	Jupyter Notebook
25	invcble/Alzheimer-s-Classification-using-OASIS-Dataset Machine Learning models for Alzheimer’s Classification	16	Experimental	3	Jupyter Notebook
26	hemanth-maddi/BEiT-based-Alzheimer-s-Classification Fine-Tuning of BEiT for Alzheimers Disease Classification	15	Experimental	1	Jupyter Notebook
27	IParraMartin/CNN4Alzheimer A tutorial to implement a CNN for dementia brain imaging classification	15	Experimental	2	Python
28	mtfattahpour/alzheimer-ml-classification A comprehensive exploration of constructing machine learning models to...	14	Experimental	—	Jupyter Notebook
29	EfiLygda/Multi-Modal-Deep-Learning-Model-for-Alzheimer-s-Disease-Classification Multi Modal Deep Learning Model used for Alzheimer's Disease Classification.	14	Experimental	3	Python
30	NTHU-ML-2023-team19/ADReSSo Here is our main codebase for fine-tuning transformers for AD classification...	13	Experimental	10	Python
31	Amir-Ebrahimi66/Pre-trained-3D-CNNs Pre-trained 3D CNNs	13	Experimental	8	—
32	KirthickSakthiV/Alzheimer-Syndrome-Recognition Alzheimer Syndrome Recognition using Deep Learning Approaches and...	13	Experimental	2	Jupyter Notebook
33	Arittra-Bag/Dementia-Dreamscape Early dementia detection web app using deep learning and MRI analysis	12	Experimental	1	TypeScript
34	jarnokoetsier/MidlifeDementiaRisk DNA Methylation-based Prediction of Midlife Dementia Risk	12	Experimental	4	R
35	Aashishcodegithub/Alzimer_detection_using_speech_recognation Alzheimer Detection Using Speech Recognition is an AI-driven system designed...	12	Experimental	1	JavaScript
36	gowthamvsn/Medical-Imaging-CNN-Alzheimer-MRI Alzheimer’s disease classification from brain MRI images using ResNet18	11	Experimental	—	Jupyter Notebook
37	hasanahmed77/alzheimers-mri-deep-learning Alzheimer’s MRI classification using deep learning.	11	Experimental	—	Jupyter Notebook
38	emincingoz/Alzheimer-Diagnosis-App Alzheimer Diagnosis System using Java Spring Boot, ReactJs, PostgreSQL and...	11	Experimental	2	Java
39	Rachana119/Early-Detection-of-Alzheimers-disease Deep learning–based Alzheimer’s disease classification using OCTA image...	11	Experimental	—	Python
40	camilacastano/K-Net95-Alzheimer The project, "Implementation of a predictive model based on 3D convolutional...	10	Experimental	3	Python

Comparisons in this category

OP1-Prediction-of-the-Different-Progressive-Levels-of-Alzheimer-s-Disease and OP2-Prediction-of-the-Different-Progressive-Levels-of-Alzheimer-s-Disease-with-MRI-data (29 vs 21)