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

Aliro: AI-Driven Data Science

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

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

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

Alzheimers Detection using MRI Scans 🏥

My thesis where I try to predict whether a MCI patient will convert to Alzheimers using a BAE (brain age estimator) and PET scans exclusively for brain imaging

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

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

Clock screen saver web page for dementia

In Alzheimer’s disease, abnormal levels of the Aβべーた protein aggregate together to form Aβべーた plaques. The response to plaques by microglial cells is characterised by changes in gene expression and an increase in cell density surrounding plaques. This set of semi-automated macros calculates both microglial density and changes in protein expression int…

Detect Alzheimer's Disease based on tabular text dataset

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

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

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

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

👀 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/