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5 articles related to "Data Augmentation Da"

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Articles

Review

Published on 10 Apr 2026

A survey on data augmentation for EEG-based emotion recognition and cognitive workload decoding

in Neuroscience Methods and Techniques

Yunyu Zhu
Yueying Zhou
Pengpai Wang
Lishan Qiao

Frontiers in Neuroscience

doi 10.3389/fnins.2026.1789468

347 views

Original Research

Published on 02 Oct 2024

Generative AI with WGAN-GP for boosting seizure detection accuracy

in Medicine and Public Health

Lina Abou-Abbas
Khadidja Henni
Imene Jemal
Neila Mezghani

Frontiers in Artificial Intelligence

doi 10.3389/frai.2024.1437315

4,324 views
17 citations

Original Research

Published on 14 Feb 2022

Data Augmentation and Transfer Learning for Data Quality Assessment in Respiratory Monitoring

in Tissue Engineering and Regenerative Medicine

Andrea Rozo
Jonathan Moeyersons
John Morales
Roberto Garcia van der Westen
Lien Lijnen
Christophe Smeets
Sjors Jantzen
Valerie Monpellier
David Ruttens
Chris Van Hoof

Frontiers in Bioengineering and Biotechnology

doi 10.3389/fbioe.2022.806761

6,201 views
14 citations

Original Research

Published on 27 Jul 2022

Intelligent automatic sleep staging model based on CNN and LSTM

in Digital Public Health

Lan Zhuang
Minhui Dai
Yi Zhou
Lingyu Sun

Frontiers in Public Health

doi 10.3389/fpubh.2022.946833

7,781 views
37 citations

Original Research

Published on 05 Jul 2023

CNN stability training improves robustness to scanner and IHC-based image variability for epithelium segmentation in cervical histology

in Pathology

Felipe Miranda Ruiz
Bernd Lahrmann
Liam Bartels
Alexandra Krauthoff
Andreas Keil
Steffen Härtel
Amy S. Tao
Philipp Ströbel
Megan A. Clarke
Nicolas Wentzensen

Frontiers in Medicine

doi 10.3389/fmed.2023.1173616

4,151 views
8 citations