Article

Extraction of fetal heart beat sounds in abdominal phonocardiograms using deep attention transformer network

2024-01-10

Abstract excerpt

<title>Abstract</title> <p>Conventional methods for assessing fetal well-being often require skilled clinicians and are susceptible to noise interference. Echocardiography, a primary technique for this purpose, is reliable but entails high costs and necessitates specialized equipment and trained personnel, presenting challenges in low- and middle-income countries. Phonocardiography (PCG) has recently emerged as a...

Topics

Open a Topic to create a Post that cites this publication.

Identifiers and source

Literature Corpus work: c8776e4f-762f-5460-9fd0-4131d4ddc060
DOI: 10.21203/rs.3.rs-3786850/v1

Open publication

Related research

Semantic proximity does not establish scientific evidence.

Click a neighbor to travelStep 1 · 12 closest

Extraction of fetal heart beat sounds in abdominal phonocardiograms using deep attention transformer networkDOI 10.21203/rs.3.rs-3786850/v1Read

Monitoring Fetal Heart Rate based on Fine-tuned Transfer Learning and Hybrid ModelsSemantic proximity Read

Automated Detection of Poor-Quality Digital Heart Sound Recordings Using Noise InjectionSemantic proximity Read

Deep Learning-Based Inference of Uterine Contractions from Maternal ECGSemantic proximity Read

Deep Learning for Heart Sound Analysis: A Literature ReviewSemantic proximity Read

Deep Learning Based Fetal Distress Detection from Time Frequency Representation of Cardiotocogram Signal Using Morse WaveletSemantic proximity Read

Preterm Birth Risk Stratification through Longitudinal Heart Rate and HRV Monitoring in Daily LifeSemantic proximity Read

Heart Murmur Detection in Phonocardiogram Data Leveraging Data Augmentation and Artificial IntelligenceSemantic proximity Read

CardioFM: A Multimodal Foundation Model for Joint ECG and PPG Representation LearningSemantic proximity Read

Use of Deep Learning to Detect the Maternal Heart Rate and False Signals on Fetal Heart Rate RecordingsSemantic proximity Read

Beat-by-Beat ECG Monitoring from PPG Using Spatio-Temporal Information with WaveNetSemantic proximity Read

Diagnosing Heart Diseases With One-Dimensional Evolutionary Neural Networks Based On Heart SoundsSemantic proximity Read

Multimodal Nomogram for the Prenatal Risk Assessment of Hypoplastic Left Heart Syndrome Using Self-Supervised LearningSemantic proximity Read