Brief Research Report
Published on 09 Jan 2024
Opportunities for synthetic data in nature and climate finance
in AI in Finance
Frontiers in Artificial Intelligence
doi 10.3389/frai.2023.1168749
- 6,290 views
- 11 citations
187 articles related to "Synthetic Data"
Articles
Original Research
Published on 06 Oct 2022
Jersey number detection using synthetic data in a low-data regime
in Machine Learning and Artificial Intelligence
Frontiers in Artificial Intelligence
doi 10.3389/frai.2022.988113
- 6,876 views
- 1 citation
Editorial
Published on 18 Sep 2023
Editorial: Synthetic data for computer vision in agriculture
in Plant Bioinformatics
Frontiers in Plant Science
doi 10.3389/fpls.2023.1277073
- 2,696 views
- 3 citations
Original Research
Published on 29 Jun 2021
Holdout-Based Empirical Assessment of Mixed-Type Synthetic Data
in Cybersecurity and Privacy
Frontiers in Big Data
doi 10.3389/fdata.2021.679939
- 9,674 views
- 42 citations
Original Research
Published on 12 Jul 2024
Synthetic data generation techniques for training deep acoustic siren identification networks
in Audio and Acoustic Signal Processing
Frontiers in Signal Processing
doi 10.3389/frsip.2024.1358532
- 3,337 views
- 4 citations
Original Research
Published on 20 May 2024
Child face recognition at scale: synthetic data generation and performance benchmark
in Image Processing
Frontiers in Signal Processing
doi 10.3389/frsip.2024.1308505
- 5,362 views
- 11 citations
Original Research
Published on 27 May 2025
A synthetic data-driven machine learning approach for athlete performance attenuation prediction
in Sports Science, Technology and Engineering
Frontiers in Sports and Active Living
doi 10.3389/fspor.2025.1607600
- 5,602 views
- 2 citations
Review
Published on 13 Feb 2024
Enhancing manufacturing operations with synthetic data: a systematic framework for data generation, accuracy, and utility
in Digital Manufacturing
Frontiers in Manufacturing Technology
doi 10.3389/fmtec.2024.1320166
- 10,418 views
- 24 citations
Original Research
Published on 16 Sep 2024
Synthetic data at scale: a development model to efficiently leverage machine learning in agriculture
in Technical Advances in Plant Science
Frontiers in Plant Science
doi 10.3389/fpls.2024.1360113
- 7,185 views
- 17 citations
Original Research
Published on 17 May 2021
Virtual Cohorts and Synthetic Data in Dementia: An Illustration of Their Potential to Advance Research
in Medicine and Public Health
Frontiers in Artificial Intelligence
doi 10.3389/frai.2021.613956
- 5,980 views
- 15 citations
Original Research
Published on 09 Jul 2024
Enhancing spatial modeling and risk mapping of six air pollutants using synthetic data integration with convolutional neural networks
in Big Data, AI, and the Environment
Frontiers in Environmental Science
doi 10.3389/fenvs.2024.1399339
- 4,738 views
- 2 citations
Original Research
Published on 12 Aug 2022
Training machine learning models with synthetic data improves the prediction of ventricular origin in outflow tract ventricular arrhythmias
in Cardiac Electrophysiology
Frontiers in Physiology
doi 10.3389/fphys.2022.909372
- 5,834 views
- 24 citations
Original Research
Published on 19 Jul 2024
Generalising electrocardiogram detection and delineation: training convolutional neural networks with synthetic data augmentation
in Cardiac Rhythmology
Frontiers in Cardiovascular Medicine
doi 10.3389/fcvm.2024.1341786
- 4,524 views
- 12 citations
Perspective
Published on 18 Mar 2025
Synthetic data generation: a privacy-preserving approach to accelerate rare disease research
in Health Technology Implementation
Frontiers in Digital Health
doi 10.3389/fdgth.2025.1563991
- 13,126 views
- 27 citations
Original Research
Published on 31 Jan 2025
Is synthetic data generation effective in maintaining clinical biomarkers? Investigating diffusion models across diverse imaging modalities
in Medicine and Public Health
Frontiers in Artificial Intelligence
doi 10.3389/frai.2024.1454441
- 5,019 views
- 9 citations
Original Research
Published on 22 Dec 2022
Deep learning strategies for addressing issues with small datasets in 2D materials research: Microbial Corrosion
in Systems Microbiology
Frontiers in Microbiology
doi 10.3389/fmicb.2022.1059123
- 6,907 views
- 24 citations