Diseases_and_Symptoms, Symptom to Disease Dataset for Machine Learning

This dataset maps symptoms to diseases for research and education in medical AI, it contains 50,001 diseases and 377 symptoms, organized as a binary matrix where rows are diseases and columns are symptoms, it supports classification, clustering, and decision support prototyping, the package includes a dataset description with a professional system architecture diagram, the resource is intended for research and educational use only, clinical use requires proper validation.

Publication Details

Journal
Zenodo (CERN European Organization for Nuclear Research)
Published
2025-08-29
DOI
https://doi.org/10.5281/zenodo.16992016
Primary Topic
Geochemistry and Geologic Mapping
Type
article
Field-Weighted Citation Impact
0.00
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article

Diseases_and_Symptoms, Symptom to Disease Dataset for Machine Learning

Zenodo (CERN European Organization for Nuclear Research)
Geochemistry and Geologic Mapping
article

Diseases_and_Symptoms, Symptom to Disease Dataset for Machine Learning

article en

Abstract

This dataset maps symptoms to diseases for research and education in medical AI, it contains 50,001 diseases and 377 symptoms, organized as a binary matrix where rows are diseases and columns are symptoms, it supports classification, clustering, and decision support prototyping, the package includes a dataset description with a professional system architecture diagram, the resource is intended for research and educational use only, clinical use requires proper validation.

Zenodo (CERN European Organization for Nuclear Research)
Openalex Percentile: Top 60%
Geochemistry and Geologic Mapping
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Diseases_and_Symptoms, Symptom to Disease Dataset for Machine Learning · Zenodo (CERN European Organization for Nuclear Research) (2025) | TGRS Research Map | TGRS