alzheimers

A Python Automated Machine Learning tool that optimizes machine learning pipelines using genetic programming.

⚠️ DEPRECATED. The work in this repository was merged into the main TPOT project as version 1.0. Please visit the active repository here: https://github.com/EpistasisLab/tpot/tree/main A Python Automated Machine Learning tool that optimizes machine learning pipelines using genetic programming.

Aliro: AI-Driven Data Science

A CNN-LSTM deep learning model for prognostic prediction and classification of Alzheimer's MRI neuroimages.

👀 An all-purpose eye tracking web application and API for Alzheimer's disease research (3 tasks, <3 mins). 1st place in the 2021 CNT hackathon https://www.cnthackathon.org/

AD Companion Robot Dog with RAG Memory + SLAM Navigation + LLM Dialogue

🏆 HackPrinceton 1st Place (Health Hack + Best Use Machine Learning) - Developed method for Alzheimer’s and Dementia early on-set detection. 💊 Built AWS Lambda backend, NLP classifiers, & integrated software with Amazon Alexa

Wearable AI Facial Recognition Assistive Device For Dementia and Alzheimer's Patients - 2023 ISEF Project

This project presents a Smart Wearable Medical Device (SWMD) – an IoT-based hand-band designed for critical care Alzheimer's patients. It features real-time GPS tracking, fall detection with caregiver alerts, emergency alert functionality, and monitoring of vital biomarkers, utilizing Firebase for data storage and synchronization.

Multimodal Virtual Presence Agent that uses advanced voice and vision capabilities to offer real-time, familiar-feeling conversations for people with Alzheimer’s. When a primary caregiver can’t be present, Relief provides comforting, supportive interactions—offering reassurance for loved ones and meaningful peace of mind for caregivers.

Alzheimers Detection using MRI Scans 🏥

Systematic review of human post-mortem immunohistochemical studies and bioinformatics analyses unveil the complexity of astrocyte reaction in Alzheimer’s disease.

A wearable that passively tracks 10 neurological biomarkers to help slow the progression of Alzheimer's disease — streaming live over BLE to a clinical dashboard and a companion mobile app.

Deep Learning system for early detection of Mild Cognitive Impairment from brain MRI | ResNet50 + DenseNet121 | Published at RAET'26 National Conference

Cyclic multiplex fluorescent immunohistochemistry and machine learning reveal distinct states of astrocytes and microglia in normal aging and Alzheimer’s disease.

Open-source kiosk entertainment & care system for seniors with dementia/Alzheimer's. One mini PC, one TV, one install.sh. 6-button remote, self-healing, fully remote-managed.