Cover Image

FetalSleepNet: A Transfer Learning Framework with Spectral Equalisation Domain Adaptation for Fetal Sleep Stage Classification

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Tang, Weitao, Vargas-Calixto, Johann, Katebi, Nasim, Tran, Nhi, Kelly, Sharmony B., Clifford, Gari D., Galinsky, Robert, Marzbanrad, Faezeh
Format:	Preprint
Published:	2025
Subjects:	Signal Processing Machine Learning
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Fetal Sleep: A Cross-Species Review of Physiology, Measurement, and Classification
by: Tang, Weitao, et al.
Published: (2025)

Auto-FEDUS: Autoregressive Generative Modeling of Doppler Ultrasound Signals from Fetal Electrocardiograms
by: Rafiei, Alireza, et al.
Published: (2025)

Point-of-Care Real-Time Signal Quality for Fetal Doppler Ultrasound Using a Deep Learning Approach
by: Motie-Shirazi, Mohsen, et al.
Published: (2023)

Prophylactic Fetal Creatine Supplementation Improves Post‐Asphyxial EEG Recovery and Reduces Seizures in Fetal Sheep: Implications for Hypoxic–Ischemic Encephalopathy
by: Nhi T. Tran, et al.
Published: (2024)

Multi-View Hierarchical Representation Learning of Fetal Hemodynamics for Maternal Hypertension Detection at the Edge
by: Rafiei, Alireza, et al.
Published: (2026)

STDA-Net: Spectrogram-Based Domain Adaptation for cross-dataset Sleep Stage Classification
by: Tallal, Unaza, et al.
Published: (2026)

Edge AI for Real-time Fetal Assessment in Rural Guatemala
by: Katebi, Nasim, et al.
Published: (2025)

From PhysioNet to Foundation Models -- A History and Potential Futures
by: Clifford, Gari D.
Published: (2026)

MC2SleepNet: Multi-modal Cross-masking with Contrastive Learning for Sleep Stage Classification
by: Na, Younghoon, et al.
Published: (2025)

ECG-SleepNet: Deep Learning-Based Comprehensive Sleep Stage Classification Using ECG Signals
by: Aghaomidi, Poorya, et al.
Published: (2024)

WaveSleepNet: An Interpretable Network for Expert-like Sleep Staging
by: Pei, Yan, et al.
Published: (2024)

Personalized Sleep Staging Leveraging Source-free Unsupervised Domain Adaptation
by: Zhou, Yangxuan, et al.
Published: (2024)

ULW-SleepNet: An Ultra-Lightweight Network for Multimodal Sleep Stage Scoring
by: Wang, Zhaowen, et al.
Published: (2026)

Fiscal Federalism and Equalisation Transfers
Published: (2025)

Demographic-Aware Transfer Learning for Sleep Stage Classification in Clinical Polysomnography
by: Hossain, S M Asif, et al.
Published: (2026)

Transparency in Sleep Staging: Deep Learning Method for EEG Sleep Stage Classification with Model Interpretability
by: Sharma, Shivam, et al.
Published: (2023)

Objectively Measured Maternal Supine Sleep and Fetal Growth: A Prospective Cohort Study
by: Danielle L. Wilson, et al.
Published: (2026)

StableSleep: Source-Free Test-Time Adaptation for Sleep Staging with Lightweight Safety Rails
by: Arasu, Hritik, et al.
Published: (2025)

SelectiveFinetuning: Enhancing Transfer Learning in Sleep Staging through Selective Domain Alignment
by: Zhao, Siyuan, et al.
Published: (2025)

Simultaneous Polysomnography and Cardiotocography Reveal Temporal Correlation Between Maternal Obstructive Sleep Apnea and Fetal Hypoxia
by: Wang, Jingyu, et al.
Published: (2025)

A Systematic Review on Sleep Stage Classification and Sleep Disorder Detection Using Artificial Intelligence
by: Wara, Tayab Uddin, et al.
Published: (2024)

Anatomically Constrained Tractography of the Fetal Brain
by: Calixto, Camilo, et al.
Published: (2024)

Staging by the Book: Automatic Sleep Stage Classification Using Scoring Rules
by: Hardarson, Emil, et al.
Published: (2026)

Towards Objective Obstetric Ultrasound Assessment: Contrastive Representation Learning for Fetal Movement Detection
by: Ilyas, Talha, et al.
Published: (2025)

SleepNetZero: Zero-Burden Zero-Shot Reliable Sleep Staging With Neural Networks Based on Ballistocardiograms
by: Li, Shuzhen, et al.
Published: (2024)

LightSleepNet: Design of a Personalized Portable Sleep Staging System Based on Single-Channel EEG
by: Liao, Yiqiao, et al.
Published: (2024)

MSSC-BiMamba: Multimodal Sleep Stage Classification and Early Diagnosis of Sleep Disorders with Bidirectional Mamba
by: Zhang, Chao, et al.
Published: (2024)

Multi-Channel Differential Transformer for Cross-Domain Sleep Stage Classification with Heterogeneous EEG and EOG
by: Chin, Benjamin Wei Hao, et al.
Published: (2025)

Challenges of Driver Drowsiness Prediction: The Remaining Steps to Implementation
by: Perkins, Emma, et al.
Published: (2021)

Quasi-Periodic Gaussian Process Predictive Iterative Learning Control
by: Nigam, Unnati, et al.
Published: (2026)

A structural equation formulation for general quasi-periodic Gaussian processes
by: Nigam, Unnati, et al.
Published: (2025)

Generalizable Sleep Staging via Multi-Level Domain Alignment
by: Wang, Jiquan, et al.
Published: (2023)

Transformer-Based Sleep Stage Classification Enhanced by Clinical Information
by: Chung, Woosuk, et al.
Published: (2025)

Retrieving Filter Spectra in CNN for Explainable Sleep Stage Classification
by: Goerttler, Stephan, et al.
Published: (2025)

Multimodal Sleep Stage and Sleep Apnea Classification Using Vision Transformer: A Multitask Explainable Learning Approach
by: Kazemi, Kianoosh, et al.
Published: (2025)

An MRI Atlas of the Human Fetal Brain: Reference and Segmentation Tools for Fetal Brain MRI Analysis
by: Bagheri, Mahdi, et al.
Published: (2025)

BiT-MamSleep: Bidirectional Temporal Mamba for EEG Sleep Staging
by: Zhou, Xinliang, et al.
Published: (2024)

SleepNet and DreamNet: Enriching and Reconstructing Representations for Consolidated Visual Classification
by: Ni, Mingze, et al.
Published: (2024)

Towards Multi-Source Domain Generalization for Sleep Staging with Noisy Labels
by: Wang, Kening, et al.
Published: (2026)

EEG Sleep Stage Classification with Continuous Wavelet Transform and Deep Learning
by: Gashti, Mehdi Zekriyapanah, et al.
Published: (2025)