Kjersti Engan
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126
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AI×1Comp. Eng.×1ML×1Probability×1
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2026
FHRFormer: A Self-Supervised Masked Transformer Framework for Fetal Heart Rate Time-Series Inpainting and Forecasting
The paper introduces FHRFormer, a masked transformer-based autoencoder designed to accurately reconstruct missing and forecast fetal heart rate (FHR) time-series data, thereby enabling robust AI-based risk assessment.
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cs.AIcs.CEcs.LGRecentMay 28, 2026
FHRFormer: A Self-Supervised Masked Transformer Framework for Fetal Heart Rate Time-Series Inpainting and Forecasting
Kjersti Engan, Neel Kanwal, Anita Yeconia, Ladislaus Blacy +3 more
The paper introduces FHRFormer, a masked transformer-based autoencoder designed to accurately reconstruct missing and forecast fetal heart rate (FHR) time-series data, thereby enabling robust AI-based…
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