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Breast Cancer Risk Assessment Tool (BCRAT)

Brest Cancer Assessment Tool
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An implementation of TRHEAD to asses breast cancer risk factors using Machine Learning and EvaNotebook, supported by Vara Network and GEAR IPFS.

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Overview

Breast Cancer Risk Assessment Tool (BCRAT) helps women, access a tool for detecting and evaluating the risk factor of getting breast cancer in the early stages. BCRAT incentivizes users to upload their information by always protecting their data with the blockchain protocol and getting remote healthcare support by calculating their risks of getting cancer with a machine learning model trained with other people’s data anonymously.

To utilize the tool, people need to upload their basic information: age, sex, height, weight, body measurements, basic family history, and others. We assure people to protect their information by making it untraceable and incapable to associate a person with their data. Subsequently, we utilize machine learning algorithms with all the information available in the app and calculate user’s risks of getting breast cancer so they can access treatment in the early stages.

BCRAT is an app based on the blockchain using Gear protocol, Vara Network and EvaNotebook.

Presentation

https://sanchezcarlosjr.github.io/BCRAT/

Code

https://github.com/sanchezcarlosjr/evanotebook

sanchezcarlosjr/mega-hackathon-web3: Mega Hackathon Web3 (github.com)

Sequence

Management

Planning

Members

NameRole
Carlos Eduardo Sánchez Torres
[Team Leader]
Tasks:
Documentate tasks and work.


Tools:
Notebook
Mario ParraTasks:
Develop user interface in Android

Tools:
Flutter/Kotlin
José Ricardo Cedeño GarcíaTasks:
Develop Marketplace


Tools:
Flutter and Vara Network Blockchain Connection
Ernesto Adrian Lozano de la ParraTasks:
Local Node
Architecture

Tools:
Notebook
Model
Yulith Vanessa Altamirano FloresTasks:
Web Design
Presenter

Tools:
Presenter

Landing page

Tutorial