Original Research
Published on 03 Apr 2024
Combining data augmentation and deep learning for improved epilepsy detection
in Epilepsy
Frontiers in Neurology
doi 10.3389/fneur.2024.1378076
- 3,525 views
- 7 citations
10 articles related to "Augmented Data"
Articles
Original Research
Published on 19 Jul 2022
Prediction of Smoking Habits From Class-Imbalanced Saliva Microbiome Data Using Data Augmentation and Machine Learning
in Evolutionary and Genomic Microbiology
Frontiers in Microbiology
doi 10.3389/fmicb.2022.886201
- 4,695 views
- 13 citations
Original Research
Published on 22 Dec 2022
End-to-end Jordanian dialect speech-to-text self-supervised learning framework
in Computational Intelligence in Robotics
Frontiers in Robotics and AI
doi 10.3389/frobt.2022.1090012
- 4,877 views
- 4 citations
Original Research
Published on 15 Oct 2025
A pipelined, resource-efficient convolutional neural network architecture for detecting and diagnosing Alzheimer's disease using brain sMRI
in Brain Imaging Methods
Frontiers in Neuroscience
doi 10.3389/fnins.2025.1653565
- 1,616 views
Original Research
Published on 24 Oct 2025
Predicting food prices in Kenya using machine learning: a hybrid model approach with XGBoost and gradient boosting
in AI in Finance
Frontiers in Artificial Intelligence
doi 10.3389/frai.2025.1661989
- 3,235 views
Original Research
Published on 02 Jan 2026
Physiological framework for non-invasive detection and objective nociception activity in communicative patients: a pilot case study
in Computational Physiology and Medicine
Frontiers in Physiology
doi 10.3389/fphys.2025.1704303
- 950 views
Original Research
Published on 14 Feb 2022
A Deep Learning Image Data Augmentation Method for Single Tumor Segmentation
in Cancer Imaging and Image-directed Interventions
Frontiers in Oncology
doi 10.3389/fonc.2022.782988
- 8,741 views
- 25 citations
Methods
Published on 07 Sep 2018
Data Mapping From Food Diaries to Augment the Amount and Frequency of Foods Measured Using Short Food Questionnaires
in Nutrition Methodology
Frontiers in Nutrition
doi 10.3389/fnut.2018.00082
- 9,759 views
- 1 citation
Original Research
Published on 26 Jul 2021
Deep Learning for Identification of Acute Illness and Facial Cues of Illness
in Translational Medicine
Frontiers in Medicine
doi 10.3389/fmed.2021.661309
- 13,307 views
- 15 citations
Original Research
Published on 05 Jul 2023
Expert and deep learning model identification of iEEG seizures and seizure onset times
in Neural Technology
Frontiers in Neuroscience
doi 10.3389/fnins.2023.1156838
- 4,863 views
- 13 citations