YAZAN AHMAD ABDELQADER GHARAIBEH

Yazan Gharaibeh	Assistant Professor
Biomedical Engineering	Medical Engineering
Faculty of Engineering	Department of Bio-Medical Engineering
yazan@hu.edu.jo	http://staff.hu.edu.jo/yazan
ORCID ID : 287189664
Office No. :	EXT :

C.V. Document file as PDF:

Ph.D.	Case Western Reserve University	The United States of America,2022
Master	New Jersey Institute of Technology	The United States of America,2010
Bachelor	Jordan University of Science and Technology	Jordan,2004

 Medical imaging, Medical signals, Optical coherence tomography, Deep learning, Machine learning, Computer vision, Artificial intelligence

Kolluru, C., Prabhu, D., Gharaibeh, Y., Bezerra, H., Guagliumi, G., & Wilson, D. (2018). Deep neural networks for A-line-based plaque classification in coronary intravascular optical coherence tomography images. Journal of Medical Imaging, 5(4), 044504.

Lee, Juhwan, David Prabhu, Chaitanya Kolluru, Yazan Gharaibeh, Vladislav N. Zimin, Luis AP Dallan, Hiram G. Bezerra, and David L. Wilson. "Fully automated plaque characterization in intravascular OCT images using hybrid convolutional and lumen morphology features." Scientific reports 10, no. 1 (2020): 1-13.

Gharaibeh, Yazan, David S. Prabhu, Chaitanya Kolluru, Juhwan Lee, Vladislav Zimin, Hiram G. Bezerra, and David L. Wilson. "Coronary calcification segmentation in intravascular OCT images using deep learning: application to calcification scoring." Journal of Medical Imaging 6, no. 4 (2019): 045002.

Lee, Juhwan, David Prabhu, Chaitanya Kolluru, Yazan Gharaibeh, Vladislav N. Zimin, Hiram G. Bezerra, and David L. Wilson. "Automated plaque characterization using deep learning on coronary intravascular optical coherence tomographic images." Biomedical Optics Express 10, no. 12 (2019): 6497-6515.

Prabhu, David S., Hiram G. Bezerra, Chaitanya Kolluru, Yazan Gharaibeh, Emile Mehanna, Hao Wu, and David L. Wilson. "Automated A-line coronary plaque classification of intravascular optical coherence tomography images using handcrafted features and large datasets." Journal of biomedical optics 24, no. 10 (2019): 106002.

Kolluru, Chaitanya, David Prabhu, Yazan Gharaibeh, Hao Wu, and David L. Wilson. "Voxel-based plaque classification in coronary intravascular optical coherence tomography images using decision trees." In Medical Imaging 2018: Computer-Aided Diagnosis, vol. 10575, p. 105752Y. International Society for Optics and Photonics, 2018.

Lin, S., Dong, P., Zhou, C., Dallan, L.A.P., Zimin, V.N., Pereira, G.T., Lee, J., Gharaibeh, Y., Wilson, D.L., Bezerra, H.G. and Gu, L., 2020. Degradation modeling of poly-l-lactide acid (PLLA) bioresorbable vascular scaffold within a coronary artery. Nanotechnology reviews, 9(1), pp.1217-1226.

Gharaibeh, Yazan, Pengfei Dong, David Prabhu, Chaitanya Kolluru, Juhwan Lee, Vlad Zimin, Hozhabr Mozafari, Hiram Bizzera, Linxia Gu, and David Wilson. "Deep learning segmentation of coronary calcified plaque from intravascular optical coherence tomography (IVOCT) images with application to finite element modeling of stent deployment." In Medical Imaging 2019: Image-Guided Procedures, Robotic Interventions, and Modeling, vol. 10951, pp. 340-349. SPIE, 2019.

Lee, Juhwan, Yazan Gharaibeh, Chaitanya Kolluru, Vladislav N. Zimin, Luis Augusto Palma Dallan, Justin Namuk Kim, Hiram G. Bezerra, and David L. Wilson. "Segmentation of Coronary Calcified Plaque in Intravascular OCT Images Using a Two-Step Deep Learning Approach." IEEE Access 8 (2020): 225581-225593.

Kolluru, Chaitanya, Juhwan Lee, Yazan Gharaibeh, Hiram G. Bezerra, and David L. Wilson. "Learning with fewer images via image clustering: Application to intravascular OCT image segmentation." IEEE Access 9 (2021): 37273-37280.

Dong, Pengfei, Hozhabr Mozafari, Juhwan Lee, Yazan Gharaibeh, Vladislav N. Zimin, Luis AP Dallan, Hiram G. Bezerra, David L. Wilson, and Linxia Gu. "Mechanical performances of balloon post-dilation for improving stent expansion in calcified coronary artery: computational and experimental investigations." Journal of the Mechanical Behavior of Biomedical Materials 121 (2021): 104609.

Lee, Juhwan, Chaitanya Kolluru, Yazan Gharaibeh, David Prabhu, Vladislav N. Zimin, Hiram Bezerra, and David Wilson. "Automatic A-line coronary plaque classification using combined deep learning and textural features in intravascular OCT images." In Medical Imaging 2020: Image-Guided Procedures, Robotic Interventions, and Modeling, vol. 11315, p. 1131513. International Society for Optics and Photonics, 2020.

Gharaibeh, Yazan, Juhwan Lee, David Prabhu, Pengfei Dong, Vladislav N. Zimin, Luis A. Dallan, Hiram Bezerra, Linxia Gu, and David Wilson. "Co-registration of pre-and post-stent intravascular OCT images for validation of finite element model simulation of stent expansion." In Medical Imaging 2020: Biomedical Applications in Molecular, Structural, and Functional Imaging, vol. 11317, p. 1131717. International Society for Optics and Photonics, 2020.

Lee, Juhwan, Justin N. Kim, Gabriel TR Pereira, Yazan Gharaibeh, Chaitanya Kolluru, Vladislav N. Zimin, Luis AP Dallan et al. "Automatic microchannel detection using deep learning in intravascular optical coherence tomography images." In Medical Imaging 2022: Image-Guided Procedures, Robotic Interventions, and Modeling, vol. 12034, pp. 166-173. SPIE, 2022.

Gamage, Peshala T., Pengfei Dong, Juhwan Lee, Yazan Gharaibeh, Vladislav N. Zimin, Luis AP Dallan, Hiram G. Bezerra, David L. Wilson, and Linxia Gu. "Hemodynamic alternations following stent deployment and post-dilation in a heavily calcified coronary artery: In silico and ex-vivo approaches." Computers in Biology and Medicine 139 (2021): 104962.

Assessment of arterial calcifications
DL Wilson, D Prabhu, C Kolluru, Y Gharaibeh, HG Bezerra, H Wu
US Patent 11,120,548

Plaque segmentation in intravascular optical coherence tomography (oct) images using deep learning
DL Wilson, Y Gharaibeh, D Prabhu, J Lee, C Kolluru
US Patent App. 17/001,126

Gharaibeh, Yazan, Juhwan Lee, Chaitanya Kolluru, Vladislav Zimin, Luis AP Dallan, Hiram G. Bezerra, and David L. Wilson. "Correction of metallic stent struts and guide wire shadows in intravascular optical coherence tomography (IVOCT) images using conditional generative adversarial networks (cGAN)." In Medical Imaging 2021: Image-Guided Procedures, Robotic Interventions, and Modeling, vol. 11598, p. 115981U. International Society for Optics and Photonics, 2021.

Lee, Juhwan, Yazan Gharaibeh, Vladislav N. Zimin, Luis A. Dallan, Hiram G. Bezerra, and David Wilson. "Fully Automated Calcification Segmentation in Intravascular Optical Coherence Tomography Images Using a Two-step Deep Learning Approach." Circulation 142, no. Suppl_3 (2020): A15219-A15219.

 Medical imaging
AI in medical imaging (special topics)

 IEEE
SPIE

YAZAN AHMAD ABDELQADER GHARAIBEH

YAZAN AHMAD ABDELQADER GHARAIBEH

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