project to detect Alzheimer's disease stages from MRI scans using deep learning, featuring api to accept images
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Updated
May 4, 2024 - Python
project to detect Alzheimer's disease stages from MRI scans using deep learning, featuring api to accept images
Training pipeline for alzheimers classification with custom built EfficientNet and ResNeXt models.
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.
Mobile app to support relatives of AD patients
Clock screen saver web page for dementia
Wearable AI Facial Recognition Assistive Device For Dementia and Alzheimer's Patients - 2023 ISEF Project
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
Alzheimer's diagnosis using Convolutional Neural Networks
Cyclic multiplex fluorescent immunohistochemistry and machine learning reveal distinct states of astrocytes and microglia in normal aging and Alzheimer’s disease.
In Alzheimer’s disease, abnormal levels of the Aβ protein aggregate together to form Aβ 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…
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.
🏆 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 🏥
👀 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/
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