نتائج البحث

Detection of Human Traffic Controllers Wearing Construction Workwear via Synthetic Data Generation.

• Authors : Baik S; School of Electrical and Electronic Engineering, Yonsei University, Seoul 03722, Republic of Korea.; Kim E

Subjects: Automobile Driving*; Humans ; Wearable Electronic Devices

• Source: Sensors (Basel, Switzerland) [Sensors (Basel)] 2025 Jan 29; Vol. 25 (3). Date of Electronic Publication: 2025 Jan 29.Publisher: MDPI Country of Publication: Switzerland NLM ID: 101204366 Publication Model: Electronic Cited Medium: Internet ISSN: 1424-8220

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Leveraging synthetic data to improve regional sea level predictions.

• Authors : Tong G; College of Science, Mathematics and Technology, Wenzhou-Kean University, 88 Daxue Rd, Ouhai, Wenzhou, 325060, Zhejiang Province, China. .; College of Science, Mathematics and Technology, Kean University, 1000 Morris Avenue, Union, NJ, 07083, USA. .

• Source: Scientific reports [Sci Rep] 2025 Jan 28; Vol. 15 (1), pp. 3546. Date of Electronic Publication: 2025 Jan 28.Publisher: Nature Publishing Group Country of Publication: England NLM ID: 101563288 Publication Model: Electronic Cited Medium: Internet ISSN:

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Obfuscated Malware Detection and Classification in Network Traffic Leveraging Hybrid Large Language Models and Synthetic Data.

• Authors : Naseer M; Computer and Software Engineering Department, College of Electrical and Mechanical Engineering, National University of Sciences and Technology (NUST), Islamabad 44080, Pakistan.; Ullah F

• Source: Sensors (Basel, Switzerland) [Sensors (Basel)] 2025 Jan 01; Vol. 25 (1). Date of Electronic Publication: 2025 Jan 01.Publisher: MDPI Country of Publication: Switzerland NLM ID: 101204366 Publication Model: Electronic Cited Medium: Internet ISSN: 1424-8220

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Decades in the Making: The Evolution of Digital Health Research Infrastructure Through Synthetic Data, Common Data Models, and Federated Learning.

• Authors : Austin JA; Queensland Digital Health Centre, Centre for Health Services Research, The University of Queensland, Brisbane, Australia.; The Office of the Chief Clinical Information Officer, eHealth Queensland, Brisbane, Australia.

Subjects: Biomedical Research*; Humans ; Digital Health

• Source: Journal of medical Internet research [J Med Internet Res] 2024 Dec 20; Vol. 26, pp. e58637. Date of Electronic Publication: 2024 Dec 20.Publisher: JMIR Publications Country of Publication: Canada NLM ID: 100959882 Publication Model: Electronic Cited Medium: Internet ISSN:

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Synthetic data-driven overlapped neural spikes sorting: decomposing hidden spikes from overlapping spikes.

• Authors : Kim MK; Translational Brain Research Center, Catholic Kwandong University, Gangneung, Republic of Korea.; Kim SP

Subjects: Action Potentials*/Action Potentials*/Action Potentials*/physiology ; Neurons*/Neurons*/Neurons*/physiology ; Algorithms*

• Source: Molecular brain [Mol Brain] 2024 Nov 28; Vol. 17 (1), pp. 89. Date of Electronic Publication: 2024 Nov 28.Publisher: BioMed Central Country of Publication: England NLM ID: 101468876 Publication Model: Electronic Cited Medium: Internet ISSN: 1756-6606

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Development of a cerebellar ataxia diagnosis model using conditional GAN-based synthetic data generation for visuomotor adaptation task.

• Authors : Kim J; Coastal Disaster Research Center, Korea Institute of Ocean Science and Technology, Busan, 49111, South Korea.; Woo SH

Subjects: Cerebellar Ataxia*/Cerebellar Ataxia*/Cerebellar Ataxia*/diagnosis; Humans ; Adult

• Source: BMC medical informatics and decision making [BMC Med Inform Decis Mak] 2024 Nov 12; Vol. 24 (1), pp. 336. Date of Electronic Publication: 2024 Nov 12.Publisher: BioMed Central Country of Publication: England NLM ID: 101088682 Publication Model: Electronic Cited Medium: Internet ISSN: 1472-6947

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Synthetic data for privacy-preserving clinical risk prediction.

• Authors : Qian Z; University of Cambridge, Cambridge, CB2 1TN, UK.; Callender T

Subjects: Privacy*; Humans ; Lung Neoplasms

• Source: Scientific reports [Sci Rep] 2024 Oct 27; Vol. 14 (1), pp. 25676. Date of Electronic Publication: 2024 Oct 27.Publisher: Nature Publishing Group Country of Publication: England NLM ID: 101563288 Publication Model: Electronic Cited Medium: Internet ISSN:

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EdgeNet: An End-to-End Deep Neural Network Pretrained with Synthetic Data for a Real-World Autonomous Driving Application.

• Authors : Miller L; División de Sistemas e Ingeniería Electrónica (DSIE), Campus Muralla del Mar, s/n, Universidad Politécnica de Cartagena, 30202 Cartagena, Spain.; Navarro PJ

• Source: Sensors (Basel, Switzerland) [Sensors (Basel)] 2024 Dec 27; Vol. 25 (1). Date of Electronic Publication: 2024 Dec 27.Publisher: MDPI Country of Publication: Switzerland NLM ID: 101204366 Publication Model: Electronic Cited Medium: Internet ISSN: 1424-8220

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Privacy-Preserving Synthetic Data Generation Method for IoT-Sensor Network IDS Using CTGAN.

• Authors : Alabdulwahab S; Department of Computer Science and Engineering, Dongguk University, Seoul 04620, Republic of Korea.; Kim YT

• Source: Sensors (Basel, Switzerland) [Sensors (Basel)] 2024 Nov 20; Vol. 24 (22). Date of Electronic Publication: 2024 Nov 20.Publisher: MDPI Country of Publication: Switzerland NLM ID: 101204366 Publication Model: Electronic Cited Medium: Internet ISSN: 1424-8220

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Segmentation study of nanoparticle topological structures based on synthetic data.

• Authors : Liang F; School of Computer Science and Technology, Changchun Normal University, Changchun, China.; Zhang Y

Subjects: Nanoparticles*/Nanoparticles*/Nanoparticles*/chemistry; Deep Learning ; Software

• Source: PloS one [PLoS One] 2024 Oct 02; Vol. 19 (10), pp. e0311228. Date of Electronic Publication: 2024 Oct 02 (Print Publication: 2024).Publisher: Public Library of Science Country of Publication: United States NLM ID: 101285081 Publication Model: eCollection Cited Medium: Internet

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