GraphXplore: Visual exploration and accessible preprocessing of medical data

GraphXplore: Visual exploration and accessible preprocessing of medical data

Data-driven medical research requires explainable, robust models that can handle the noisy, high-dimensional nature of electronic healthcare data while adequately communicating the results to physicians. Additionally, metadata sharing, and reproducible dataset preparation are needed to increase data...

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Bibliographic Details
Main Authors: Louis Bellmann, Karl Gottfried, Philipp Breitfeld, Frank Ückert
Format: Article
Language:English
Published: Elsevier 2025-02-01
Series:SoftwareX
Subjects:
Medical data
Data visualization
Data analysis
ETL
Metadata
Python
Online Access:http://www.sciencedirect.com/science/article/pii/S2352711024003480
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