There are 2 repositories under alzheimer topic.
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.
AssemblyNet: 3D Whole Brain MRI segmentation pipeline
Deep spectral-based shape features for Alzheimer’s Disease classification
👀 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/
Code for implementing the Aggregation-Network diffusion model (AND), as described in the paper: "Combined Model of Aggregation And Network Diffusion Recapitulates Alzheimer’s Regional Tau-PET " by Ashish Raj*, Veronica Tora, Xiao Gao, Hanna Cho, Jae Yong Choi, Young Hoon Ryu, Chul Hyoung Lyoo, Bruno Franchi. *Department of Radiology and Biomedical Imaging, University of California at San Francisco
In this repository, we will explore and compare different methods of learning non-linear classifiers such as SVMs and Neural Networks.
Application of AI in 3D Medical Imaging in quantifying Alzheimer's disease progression through automated measurement of hippocampal volume
A project that uses convolutional networks to classify the severity of Alzheimer's disease on the basis of images taken magnetic resonance imaging. The program was written in python using the keras and tensorflow packages.
Open data analysis platform for Alzheimer's disease. Created for CS50 at Harvard College.
딥러닝 기법을 이용하여 알츠하이머의 아밀로이드 PET 이미지를 분류하는 자료입니다.
Code for "Automated Detection of Alzheimer’s Disease: A Multi-modal Approach With 3D MRI and Amyloid PET" paper
Progetto per il corso EMAD in collaborazione con IBM. TEAM: Sergio del Sorbo, Emanuele Fittipaldi, Alessandra Parziale, Paolo Plomitallo
The speech pauses duration corpus and scripts that ensure reproducibility of all results presented in the research paper. P. Pastoriza, I.G. Torre, F. Dieguez, I. Gomez, S. Gelado, J. Bello, A. Avila, J. Matias, V. Pytell, A. Hernandez-Fernandez (2022). Speech pause distribution as an early marker for Alzheimer’s disease. Speech Communication. 136, 107-117
Visualize the prevalence of various diseases such as the cancer, Alzheimer, Parkinson and diabetes in Europe
Amazon Alexa Plugin zur Unterstützung von Patienten mit Demenz bei der Einhaltung von Terminen und der Berechnung von Routen.
IPECAD open-source model
This data visualization showed "dementia" and "Alzheimer" mentions in NY Times articles and compared them to data from other sources.
Documentation website for standardized imaging biomarkers generated by the Canadian Consortium in Neurodegeneration in Aging
API de la app multiplataforma Mental Gym, para entretener y paliar los efectos de la vejez, el deterioro cognitivo y el Alzheimer. Esta API, desplegada en Heroku usando Docker, suministra los json con los datos de los juegos necesarios para el funcionamiento de la app. @CristiDatas
Alzheimer & MCI DeepLearning (CNN) based Diagnosis Model
Was used for big data project back in the day for Harvard.edu. Trying to find clustered protein interactions using pdb database and sparse matrices for Alzheimer identification
This program allows the user to reproduce the results explained in [Joubert et al., 2021] and [Gardy et al., 2021]. User can use the same process and code to produce new meta-analysis on other data.
Code accompanying the master thesis: Learning on Cortical Meshes with Surface Vision Transformers (SiT)
Desarrollo de 3 aplicaciones móvil para la asignatura de programación de dispositivos móviles.