no code implementations • 10 Nov 2023 • Juhwan Lee, Justin N. Kim, Luis A. P. Dallan, Vladislav N. Zimin, Ammar Hoori, Neda S. Hassani, Mohamed H. E. Makhlouf, Giulio Guagliumi, Hiram G. Bezerra, David L. Wilson
We developed a fully-automated deep learning method for FC segmentation.
no code implementations • 1 Oct 2022 • Juhwan Lee, Justin N. Kim, Lia Gomez-Perez, Yazan Gharaibeh, Issam Motairek, Ga-briel T. R. Pereira, Vladislav N. Zimin, Luis A. P. Dallan, Ammar Hoori, Sadeer Al-Kindi, Giulio Guagliumi, Hiram G. Bezerra, David L. Wilson
Data augmentation and pre-processing steps improved microvessel segmentation performance significantly, yielding a method with Dice of 0. 71+/-0. 10 and pixel-wise sensitivity/specificity of 87. 7+/-6. 6%/99. 8+/-0. 1%.
no code implementations • 21 Apr 2022 • Juhwan Lee, Gabriel T. R. Pereira, Yazan Gharaibeh, Chaitanya Kolluru, Vladislav N. Zimin, Luis A. P. Dallan, Justin N. Kim, Ammar Hoori, Sadeer G. Al-Kindi, Giulio Guagliumi, Hiram G. Bezerra, David L. Wilson
We developed an automated method that can detect lipidous plaque and assess fibrous cap thickness in IVOCT images.