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Table · dataset · 2026

<b>Temporal Dataset for Early Prediction of Gestational Diabetes Mellitus</b>

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<p dir="ltr">This dataset is developed to support robust early prediction of gestational diabetes mellitus (GDM).

Description

Due to limited access to large clinical cohorts, a publicly available GDM dataset from Kaggle was adopted to ensure transparency and reproducibility. The raw data were cleaned and class imbalance was addressed using SMOTE.

The resulting balanced static dataset was then expanded into week-wise temporal sequences using a physiology-guided augmentation approach. These Physiological trajectories were validated to align with established maternal physiological trends, forming the basis for subsequent model development.</p>

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Where it is published

Catalogue records · 1

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Provenance · 1 source records, 18 field assertions
SourceKeyLast seenRaw
figshareoai:figshare.com:article/309952157 d agoJSON v1
FieldAssertionExtractorEvidence
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concepts[field].anzsrc:field:400306mapping · figshare comvocabulary-mapper@1.0.0keywords['Computational physiology']
concepts[field].anzsrc:field:400309mapping · figshare comvocabulary-mapper@1.0.0keywords['Neural engineering']
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concepts[field].local:field:medicine-healthmapping · figshare comconnector:figshare_com@1.0.0
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concepts[field].local:field:social-sciencemapping · figshare comconnector:figshare_com@1.0.0
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