Dr. Omar B. Osman Profile

Dr. Omar B. Osman

Graduate Student Researcher

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Publications (3)

Proceedings Article | 13 March 2024 Presentation

Application of physics-based deep learning models for classification of burn injuries and prediction of the wound healing outcomes using the terahertz PHASR scanner

Zachery Harris, Mahmoud Khani, Omar Osman, M. Hassan Arbab

Proceedings Volume PC12831, PC1283107 (2024) https://doi.org/10.1117/12.3003891

KEYWORDS: Injuries, Wound healing, Scanners, Terahertz radiation, Reflection, In vivo imaging, Imaging spectroscopy, Deep learning, Neural networks, Wavelets

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Proceedings Article | 13 March 2023 Presentation + Paper

Terahertz Portable Handheld Spectral Reflection (PHASR) scanners for accurate classification of burn injuries in clinical settings

Zachery Harris, Mahmoud Khani, Omar Osman, M. Hassan Arbab

Proceedings Volume 12420, 1242008 (2023) https://doi.org/10.1117/12.2665831

KEYWORDS: Terahertz radiation, Scanners, Biomedical applications, Reflection, Modulation, Calibration, Biomedical optics, Portability, Laser frequency, Imaging spectroscopy

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SPIE Journal Paper | 8 November 2022 Open Access

Accurate and early prediction of the wound healing outcome of burn injuries using the wavelet Shannon entropy of terahertz time-domain waveforms

Mahmoud Ebrahim Khani, Omar Osman, Zachery Harris, Andrew Chen, Juin-Wan Zhou, Adam J. Singer, Mohammad Hassan Arbab

JBO, Vol. 27, Issue 11, 116001, (November 2022) https://doi.org/10.1117/12.10.1117/1.JBO.27.11.116001

KEYWORDS: Terahertz radiation, Injuries, Wound healing, Wavelets, Scanners, Fourier transforms, Skin, Biopsy, Tissues, Image information entropy

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