Dr. Farid H. Omoumi Profile

Dr. Farid H. Omoumi

Ph.D. Candidate

SPIE Involvement:

Author

Publications (9)

Proceedings Article | 3 April 2024 Presentation + Paper

David vs. Goliath: large foundation models are not outperforming small models in multi-view mammogram breast cancer prediction

Xuxin Chen, Mingzhe Hu, Ke Zhang, Neman Abdoli, Youkabed Sadri, Patrik Gilley, Omkar Saiswaroop Varma Chekuri, Farid Omoumi, Yuchen Qiu, Bin Zheng, Xiaofeng Yang

Proceedings Volume 12927, 129270X (2024) https://doi.org/10.1117/12.3007054

KEYWORDS: Mammography, Transformers, Breast cancer, Medical image processing, Deep learning, Computer aided detection

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Proceedings Article | 12 March 2024 Poster + Paper

Assessing detectability improvement of a self-supervised noise reduction algorithm for phase-sensitive breast tomosynthesis phantom images

Jared Nelson, Xuxin Chen, Yuhua Li, Farid Omoumi, Molly Donovan Wong, Hong Liu

Proceedings Volume 12843, 1284309 (2024) https://doi.org/10.1117/12.3004490

KEYWORDS: Denoising, Aluminum, Image processing, Breast, Tomosynthesis, X-rays, Image quality, Education and training, X-ray imaging, Mammography

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Proceedings Article | 14 March 2023 Poster + Paper

The impact of external filtration on image quality and exposure time of an in-line phase-contrast x-ray breast imaging prototype

Farid Omoumi, Xuxin Chen, Yuchen Qiu, Yuhua Li, Bin Zheng, Hong Liu

Proceedings Volume 12380, 123800L (2023) https://doi.org/10.1117/12.2649343

KEYWORDS: X-ray imaging, Image quality, Breast imaging

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Proceedings Article | 22 May 2020 Paper

Initial results from a high-energy x-ray inline phase sensitive breast tomosynthesis (PBT) prototype system

Muhammad Ghani, Laurie Fajardo, Farid Omoumi, Molly Wong, Yuhua Li, Xizeng Wu, Hong Liu

Proceedings Volume 11513, 115131Q (2020) https://doi.org/10.1117/12.2563785

KEYWORDS: X-rays, Breast, Prototyping, Tissues, X-ray imaging, Imaging systems, Phase contrast, Radiology, Breast imaging, Mammography

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Proceedings Article | 16 March 2020 Paper

Objective characterization of an in-line phase sensitive imaging prototype using a mid-energy beam

Bradley Gregory, M. Ghani, F. Omoumi, Y. Li, M. Wong, X. Wu, B. Zheng, H. Liu

Proceedings Volume 11312, 1131252 (2020) https://doi.org/10.1117/12.2549449

KEYWORDS: Modulation transfer functions, Sensors, X-ray imaging, Signal to noise ratio, Spatial frequencies, Prototyping, X-rays, Image quality, Imaging systems, Phase retrieval

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