A Recommendation System For Diabetes Detection And Treatment

Overview

Diabetes-detection-tg-bot

A Recommendation System For Diabetes Detection And Treatment

Данная система помогает определить наличие или отсутствие сахарного диабета у пациент(а/ов), указывает его тип при наличии и даёт рекомендации по лечению и профилактике.

ОСНОВНЫЕ КОМАНДЫ:

/start-вызывает описание бота.
/help-бот присылает файл с инструкцией по своей эксплуатации.
/1type-присылает рекомендации по лечению и профилактике пациента с первым типом сахарного диабета.
/2type- присылает рекомендации по лечению и профилактике пациента со вторым типом сахарного диабета.
/examplefiles-присылает примеры, как должны выглядеть ваши файлы в формате csv и json для загрузки в бота.

КАК ЗАГРУЖАТЬ ДАННЫЕ О ПАЦИЕНТАХ:

  1. Это можно сделать в формате обычного текстового сообщения. Удобно, если пациент один или не очень много.
  2. Если пациентов много, то можно отправить боту файл в формате csv или json. Бот вернет файл в том же формате, который вы ему отправили. В файле result, к данным о пациентах будет добавлен признак “Outcome”, в котором будет содержаться информация о сахарном диабете для каждого из пациентов.

КАКИЕ ДАННЫЕ УКАЗЫВАТЬ ДЛЯ ПАЦИЕНТОВ И ЧТО ОНИ ОЗНАЧАЮТ:

HbA1C- гликированный гемоглобин, специфическое соединение гемоглобина эритроцитов с глюкозой, концентрация которого отражает среднее содержание глюкозы в крови за период около трех месяцев. Единицы измерения: % (процент). Более подробная информация: https://helix.ru/kb/item/06-014
UBP-Верхнее артериальное давление. Более подробная информация: https://beurer-belarus.by/reviews/poleznaya-informatsiya/verkhnee-i-nizhnee-davlenie-chto-eto/
LBP-Нижнее артериальное давление. Более подробная информация: https://beurer-belarus.by/reviews/poleznaya-informatsiya/verkhnee-i-nizhnee-davlenie-chto-eto/
BMI-Индекс массы тела. Более подробная информация: https://ru.wikipedia.org/wiki/%D0%98%D0%BD%D0%B4%D0%B5%D0%BA%D1%81_%D0%BC%D0%B0%D1%81%D1%81%D1%8B_%D1%82%D0%B5%D0%BB%D0%B0
AGE- Возраст пациента.
Glycemia- уровень гликемии натощак. Более подробная информация: https://ru.wikipedia.org/wiki/%D0%93%D0%BB%D0%B8%D0%BA%D0%B5%D0%BC%D0%B8%D1%8F
Gender- пол пациента, где 1-мужской, 0-женский.
Insulin-уровень инсулина натощак. Более подробная информация: https://avklinik.ru/stati/endokrinolog/tri-glavnyix-analiza-na-diabet.html

image

You might also like...
This is a scalable system that reads messages from public Telegram channels using Telethon and stores the data in a PostgreSQL database.

This is a scalable system that reads messages from public Telegram channels using Telethon and stores the data in a PostgreSQL database. Its original intention is to monitor cryptocurrency related channels, but it can be configured to read any Telegram data that is accessible through the API.

BeeDrive: Open Source Privacy File Transfering System for Teams and Individual Developers
BeeDrive: Open Source Privacy File Transfering System for Teams and Individual Developers

BeeDrive For privacy and convenience purposes, more and more people try to keep data on their own hardwires instead of third-party cloud services such

Aula-API - a school system widely used in Denmark, as you can see and read about in the python file

Information : Hello, thank you for reading this first of all. This is a Aula-API

ImaginaryTicketing is a simple ticketing system for running CTF Competitions on discord.

ImaginaryTicketing ImaginaryTicketing is a simple ticketing system for running CTF Competitions on discord. Be sure to checkout ImaginaryCTF. See docs

The system to host your files on the Discord application

Distorage The system to host your files on the Discord application Documentation Documentation Distorage How to use the package You can install it wit

A discord bot with a leveling system (similar to mee6).

Discord.py A discord bot with a leveling system (like mee6) Pre-requisites Knowing how to get create an app/bot via discord's developer portal. Websit

Python3 wrapper for the Sibyl System antispam API for telegram

SibylSystem-Py Python3 wrapper for the Sibyl System antispam API for telegram Installation pip install sibylsystem Usage from SibylSystem import

Coin-based opinion monitoring system
Coin-based opinion monitoring system

介绍 本仓库提供了基于币安 (Binance) 的二级市场舆情系统,可以根据自己的需求修改代码,设定各类告警提示 代码结构 binance.py - 与币安API交互 data_loader.py - 数据相关的读写 monitor.py - 监控的核心方法实现 analyze.py - 基于历史数

This project is a basic login system in terminal for Discord

Welcome to Discord Login System(Terminal) 👋 This project is a basic login system in terminal for Discord Author 👤 arukovic Github: @SONIC-CODEZ Show

Owner
Alexander Kanonirov
Alexander Kanonirov
Student-Management-System-in-Python - Student Management System in Python

Student-Management-System-in-Python Student Management System in Python

G.Niruthian 3 Jan 1, 2022
Recommendation systems are among most widely preffered marketing strategies.

Recommendation systems are among most widely preffered marketing strategies. Their popularity comes from close prediction scores obtained from relationships of users and items. In this project, two recommendation systems are used for two different datasets: Association Recommendation Learning and Collaborative Filtering. Please read the description for more info.

Sübeyte 8 Oct 6, 2021
A Python interface module to the SAS System. It works with Linux, Windows, and mainframe SAS. It supports the sas_kernel project (a Jupyter Notebook kernel for SAS) or can be used on its own.

A Python interface to MVA SAS Overview This module creates a bridge between Python and SAS 9.4. This module enables a Python developer, familiar with

SAS Software 319 Dec 19, 2022
This program is an automated trading bot that uses TDAmeritrades Thinkorswim trading platform's scanners and alerts system.

Python Trading Bot w/ Thinkorswim Description This program is an automated trading bot that uses TDAmeritrades Thinkorswim trading platform's scanners

Trey Thomas 201 Jan 3, 2023
Pinopoly is a tool to remove the "banker" player and replace them with a digitalized system

Pinopoly is a tool to remove the "banker" player and replace them with a digitalized system. It is intended to be used on a Raspberry Pi but can be used in the command line as well.

Alex Overstreet 11 Jul 9, 2022
A management system designed for the employees of MIRAS (Art Gallery). It is used to sell/cancel tickets, book/cancel events and keeps track of all upcoming events.

Art-Galleria-Management-System Its a management system designed for the employees of MIRAS (Art Gallery). Backend : Python Frontend : Django Database

Areesha Tahir 8 Nov 30, 2022
AutomaTik is an automation system for MikroTik devices with simplicity and security in mind.

AutomaTik Installation AutomaTik is an automation system for MikroTik devices with simplicity and security in mind. Winbox is the main tool for MikroT

Osman Kazdal 4 Dec 5, 2022
A delivery protection and notification system

DeliveryProtect This project builds a delivery protection and notification system, based on integration of Arduino Uno and Raspberry Pi 4. The codes a

null 2 Dec 13, 2021
Periodically check the manuscript state in the scholar one system and send email when finding a new state.

ScholarOne-manuscript-checker Periodically check the manuscript state in the scholar one system and send email when finding a new state. Parameters ne

null 2 Aug 18, 2022