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

Aliro: AI-Driven Data Science

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

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/

🏆 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

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.

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

Detect Alzheimer's Disease based on tabular text dataset

Training pipeline for alzheimers classification with custom built EfficientNet and ResNeXt models.

A Machine Learning project predicting dementia progression from MRI data using SVM, One-vs-Rest and One-vs-One classifiers

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

project to detect Alzheimer's disease stages from MRI scans using deep learning, featuring api to accept images

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

Mobile app to support relatives of AD patients