Dr. Mohamed H. E. Makhlouf Profile

Dr. Mohamed H. E. Makhlouf

at Univ Hospitals Cleveland Medical Ctr

SPIE Involvement:

Author

Publications (4)

SPIE Journal Paper | 17 February 2025

Improving coronary artery segmentation with self-supervised learning and automated pericoronary adipose tissue segmentation: a multi-institutional study on coronary computed tomography angiography images

Justin Kim, Yingnan Song, Hao Wu, Ananya Subramaniam, Jihye Lee, Mohamed H. Makhlouf, Neda Shafiabadi, Sadeer Al-Kindi, David Wilson, Juhwan Lee

JMI, Vol. 12, Issue 01, 016002, (February 2025) https://doi.org/10.1117/12.10.1117/1.JMI.12.1.016002

KEYWORDS: Arteries, Image segmentation, Solid state lighting, Performance modeling, Data modeling, Education and training, Algorithm development, Computed tomography, Adipose tissue, Heart

Read Abstract +

SPIE Journal Paper | 24 January 2025 Open Access

Pericoronary adipose tissue feature analysis in computed tomography calcium score images in comparison to coronary computed tomography angiography

Yingnan Song, Hao Wu, Juhwan Lee, Justin Kim, Ammar Hoori, Tao Hu, Vladislav Zimin, Mohamed Makhlouf, Sadeer Al-Kindi, Sanjay Rajagopalan, Chun-Ho Yun, Chung-Lieh Hung, David Wilson

JMI, Vol. 12, Issue 01, 014503, (January 2025) https://doi.org/10.1117/12.10.1117/1.JMI.12.1.014503

KEYWORDS: Detection and tracking algorithms, Arteries, Computed tomography, Radiomics, Adipose tissue, Image segmentation, Iodine, Image registration, Feature extraction, Wavelets

Read Abstract +

DOWNLOAD PAPER

Proceedings Article | 2 April 2024 Poster + Paper

Data-efficient segmentation of coronary arteries for pericoronary adipose tissue analysis on coronary CT angiography using self-supervised learning

Justin Kim, Juhwan Lee, Ananya Subramaniam, Yingnan Song, Hao Wu, Mohamed H. Makhlouf, Neda Shafiabadi, Sadeer Al-Kindi, David Wilson

Proceedings Volume 12930, 129301O (2024) https://doi.org/10.1117/12.3006038

KEYWORDS: Arteries, Image segmentation, Adipose tissue, Aorta, Angiography, Computed tomography

Read Abstract +

Proceedings Article | 10 April 2023 Presentation

Non-invasive coronary CT angiography identification of thin-cap fibroatheroma determined by intravascular optical coherence tomography

Justin Kim, Juhwan Lee, Lia Gomez-Perez, Vladislav Zimin, Mohamed Makhlouf, Sadeer Al-Kindi, David Wilson

Proceedings Volume 12468, 124680S (2023) https://doi.org/10.1117/12.2653220

KEYWORDS: Optical coherence tomography, Angiography, Tissue optics, Signal attenuation, Binary data

Read Abstract +

View contact details

UPDATE YOUR PROFILE

Is this your profile? Update it now.

Sign into your SPIE.org account

Don’t have a profile and want one?

Create an account on SPIE.org

Keywords/Phrases

Search In:

Publication Years