John Ralph Bone
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Diabetes Predictor - Desktop

ArchivedProvenOpen SourceHealthcare

A machine learning diabetes predictor created in python based on the data by GeeksForGeeks diabetes.csv.

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Made by

JO
John Ralph Bone

@jrpbone

IT @ JMB

Ligao City, Philippines
View profile · 3 projects

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John Ralph Bone

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Diabetes Predictor

A lightweight Python desktop app that analyzes eight patient measurements and provides a simple diabetes risk indicator.

What’s new

  • Modern clinical-style Tkinter interface

  • Eight patient measurements with input validation

  • Lower/elevated indicator with a likelihood gauge

  • Clear contextual explanation of results

  • Keyboard shortcuts and CLI fallback

  • No external runtime dependencies

  • Automated validation and result-format tests

  • Custom application icon

Built with: Python 3.10+ and Tkinter.

The indicator uses statistics from diabetes.csv to calculate a weighted score and compare inputs against the dataset baseline.

Important: This is a machine learning output based on a regression algorithm. The displayed percentage is not a medical diagnosis.

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  • Doctor Scoliosis
  • Natzui Alyx
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  • euphydev
  • RCastromero()
  • Carlo Dandan
  • Reymark Aguila
  • Doctor Scoliosis
  • Natzui Alyx
  • Joowd
  • </Peter> "21st Dev Vinci"
  • euphydev
  • RCastromero()
  • Carlo Dandan
  • Reymark Aguila
  • Doctor Scoliosis
  • Natzui Alyx
  • Joowd
  • </Peter> "21st Dev Vinci"
  • euphydev
  • RCastromero()
  • Carlo Dandan
  • Reymark Aguila
  • Doctor Scoliosis
  • Natzui Alyx
  • Joowd
  • </Peter> "21st Dev Vinci"
  • euphydev
Join them

Building a dev tool or hiring developers? Get seen here. Become our Sponsor

Stays free because of
  • RCastromero()
  • Carlo Dandan
  • euphydev
  • Doctor Scoliosis
  • </Peter> "21st Dev Vinci"
  • Joowd
  • Natzui Alyx
  • Reymark Aguila
  • RCastromero()
  • Carlo Dandan
  • euphydev
  • Doctor Scoliosis
  • </Peter> "21st Dev Vinci"
  • Joowd
  • Natzui Alyx
  • Reymark Aguila
  • RCastromero()
  • Carlo Dandan
  • euphydev
  • Doctor Scoliosis
  • </Peter> "21st Dev Vinci"
  • Joowd
  • Natzui Alyx
  • Reymark Aguila
  • RCastromero()
  • Carlo Dandan
  • euphydev
  • Doctor Scoliosis
  • </Peter> "21st Dev Vinci"
  • Joowd
  • Natzui Alyx
  • Reymark Aguila
Join them