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 48 alzheimer disease detection frameworks tracked. The highest-rated is jrieke/cnn-interpretability at 48/100 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	48	Emerging	178	Jupyter Notebook
2	NYUMedML/CNN_design_for_AD Code for "Generalizable deep learning model for early Alzheimer’s disease...	47	Emerging	174	Jupyter Notebook
3	aramis-lab/AD-DL Classification of Alzheimer's disease status with convolutional neural networks.	42	Emerging	63	Python
4	shreyasgite/dementianet A longitudinal spontaneous speech (machine learning audio) dataset for...	40	Emerging	31	—
5	Gersha2024/Alzheimer-MRI-Preprocessing-FreeSurfer-SliceSelection-DeepLearning-TransferLearning-EnsembleLearning 🧠 Detect Alzheimer's disease using MRI scans with transfer learning, deep...	40	Emerging	2	Python
6	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...	36	Emerging	10	Jupyter Notebook
7	srajan-kiyotaka/Alzheimer-Disease-Prediction I will use the CT Scan of the brain image dataset to train the CNN Model to...	36	Emerging	15	Jupyter Notebook
8	Anshul-ydv/Neuro-Regenerative_Multimodal_Detection Multimodal detection of Alzheimer's disease using the OASIS-1 dataset with...	33	Emerging	2	Jupyter Notebook
9	metarex21/Alzheimer-Prediction This Github repository contains code and resources related to the...	32	Emerging	4	Jupyter Notebook
10	watermelonich/NeuroAIDS A NeuroAIDS detection on symptoms through MRI and EEG scans	31	Emerging	3	Jupyter Notebook
11	raghavagps/AlzScPred Identification of Biomarkers of Alzheimer's from Single cell genome	30	Emerging	2	PureBasic
12	NahushKulkarni/Alzheimers-Disease-Detection Implementation of an Alzheimer's Disease detection system using Deep...	29	Experimental	16	Jupyter Notebook
13	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...	28	Experimental	10	Jupyter Notebook
14	Nguyenhoait3945/neurodegenerAI 🧠 Detect neurodegenerative patterns early using advanced machine learning...	28	Experimental	2	Python
15	montanarograziano/Multimodal-approach-for-AD Code for "Automated Detection of Alzheimer’s Disease: A Multi-modal Approach...	27	Experimental	15	Jupyter Notebook
16	shubham0730/Alzheimers-disease-detection Deep learning project for detection of Alzheimer's disease based on 4...	27	Experimental	7	Jupyter Notebook
17	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...	26	Experimental	7	Jupyter Notebook
18	yacineammari/PFE-alzheimer-disease-classification Alzheimer disease classification using ResNet50	25	Experimental	7	Jupyter Notebook
19	vshi2316/AD_Multimodal_Study Multimodal deep phenotyping reveals biologically distinct Alzheimer's...	24	Experimental	1	R
20	invcble/Alzheimer-s-Classification-using-OASIS-Dataset Machine Learning models for Alzheimer’s Classification	23	Experimental	3	Jupyter Notebook
21	MarioBravo12/BI-CVT This repository contains the implementation of Bi-CVT (Bimodal Convolutional...	23	Experimental	2	Jupyter Notebook
22	Recker-Dev/alzheimer-cnn-tinyVGG16 This project uses a TinyVGG16-based CNN to classify MRI scans for...	23	Experimental	3	Jupyter Notebook
23	IParraMartin/CNN4Alzheimer A tutorial to implement a CNN for dementia brain imaging classification	22	Experimental	2	Python
24	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
25	hemanth-maddi/BEiT-based-Alzheimer-s-Classification Fine-Tuning of BEiT for Alzheimers Disease Classification	22	Experimental	1	Jupyter Notebook
26	shraddhaghuge/AlzheimerDiseaseClassification 🧠 A deep learning-based web app that classifies Alzheimer's disease stages...	21	Experimental	5	Jupyter Notebook
27	NTHU-ML-2023-team19/ADReSSo Here is our main codebase for fine-tuning transformers for AD classification...	20	Experimental	10	Python
28	KirthickSakthiV/Alzheimer-Syndrome-Recognition Alzheimer Syndrome Recognition using Deep Learning Approaches and...	20	Experimental	2	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.	20	Experimental	3	Python
30	Amir-Ebrahimi66/Pre-trained-3D-CNNs Pre-trained 3D CNNs	20	Experimental	8	—
31	jarnokoetsier/MidlifeDementiaRisk DNA Methylation-based Prediction of Midlife Dementia Risk	19	Experimental	4	R
32	emincingoz/Alzheimer-Diagnosis-App Alzheimer Diagnosis System using Java Spring Boot, ReactJs, PostgreSQL and...	18	Experimental	2	Java
33	Arittra-Bag/Dementia-Dreamscape Early dementia detection web app using deep learning and MRI analysis	18	Experimental	1	TypeScript
34	camilacastano/K-Net95-Alzheimer The project, "Implementation of a predictive model based on 3D convolutional...	17	Experimental	3	Python
35	mtfattahpour/alzheimer-ml-classification A comprehensive exploration of constructing machine learning models to...	14	Experimental	—	Jupyter Notebook
36	Sourav-B98/ALZHEIMERS-PREDICTION-CNN This Machine Learning course project is on 3D MRI image analysis for...	13	Experimental	12	Jupyter Notebook
37	hasanahmed77/alzheimers-mri-deep-learning Alzheimer’s MRI classification using deep learning.	13	Experimental	—	Jupyter Notebook
38	gowthamvsn/Medical-Imaging-CNN-Alzheimer-MRI Alzheimer’s disease classification from brain MRI images using ResNet18	13	Experimental	—	Jupyter Notebook
39	dave21-py/Alzheimers-Transformer A Hybrid CNN + Transformer model for detecting Alzheimer's in MRI scans with...	12	Experimental	1	—
40	realmir1/Alzheimer This script classifies Alzheimer’s MRI scans into four categories using a...	12	Experimental	7	Python
41	Rachana119/Early-Detection-of-Alzheimers-disease Deep learning–based Alzheimer’s disease classification using OCTA image...	11	Experimental	—	Python
42	Er-Devanshu/OASIS-Alzheimer-s-Detection Large-scale brain MRI dataset for deep neural network analysis	11	Experimental	3	Jupyter Notebook
43	hamzaben99/AlzheimerDetection Classification of sMRI images for Alzheimer Detection	11	Experimental	—	Jupyter Notebook
44	Zaradin/Cognify Cognify is a cloud-based AI system developed as a University Final Year...	11	Experimental	—	JavaScript
45	thanhtbt/computer-aided-methods-for-Alzheimer-disease-detection A list of up-to-date papers on computer-aided methods for Alzheimer detection	11	Experimental	—	—
46	napilkington/BrainSight-AI Este proyecto implementa una Red Neuronal Convolucional (CNN) para...	11	Experimental	1	Jupyter Notebook
47	AyaFergany/GraduationProject-Alzheimer-s-disease-detection deep learning models that detect the degrees of Alzheimer’s disease....	11	Experimental	4	Jupyter Notebook
48	reachananya/Early-diagnosis-of-Alzheimer-via-DL Alzheimer disease is one of the most common neuro-degenerative diseases,...	10	Experimental	2	—

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 (36 vs 28)