2026-10-09T17:12:52Z https://api.figshare.com/v2/oai

oai:figshare.com:article/30995215 2026-09-17T07:51:50Z category_26281 category_26290 item_type_3 month_year_09_2026

<b>Temporal Dataset for Early Prediction of Gestational Diabetes Mellitus</b> Sridharan K (22944613) Computational physiology Neural engineering Gestational Diabetes Mellitus GDM <p dir="ltr">This dataset is developed to support robust early prediction of gestational diabetes mellitus (GDM). 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> 2026-01-04T08:18:30Z Dataset Dataset 10.6084/m9.figshare.30995215.v2 https://figshare.com/articles/dataset/_b_Synthetic_Temporal_Dataset_for_Early_Prediction_of_Gestational_Diabetes_Mellitus_b_/30995215 CC BY 4.0