Mobile app to support relatives of AD patients
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Updated
Nov 5, 2018 - HTML
Mobile app to support relatives of AD patients
🏆 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
A CNN-LSTM deep learning model for prognostic prediction and classification of Alzheimer's MRI neuroimages.
Alzheimer's diagnosis using Convolutional Neural Networks
👀 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/
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.
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.
Detect Alzheimer's Disease based on tabular text dataset
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…
Clock screen saver web page for dementia
Training pipeline for alzheimers classification with custom built EfficientNet and ResNeXt models.
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
Alzheimers Detection using MRI Scans 🏥
Aliro: AI-Driven Data Science
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