no code implementations • 26 Sep 2023 • Hong Shen Wong, Wei Xuan Chan, Bing Huan Li, Choon Hwai Yap
Fluid dynamics computations for tube-like geometries are important for biomedical evaluation of vascular and airway fluid dynamics.
1 code implementation • 2 Sep 2023 • Md. Kamrul Hasan, Haobo Zhu, Guang Yang, Choon Hwai Yap
We propose a framework that combines three strategies for DLIR in both fetal and adult echo: (1) an anatomic shape-encoded loss to preserve physiological myocardial and left ventricular anatomical topologies in warped images; (2) a data-driven loss that is trained adversarially to preserve good image texture features in warped images; and (3) a multi-scale training scheme of a data-driven and anatomically constrained algorithm to improve accuracy.
no code implementations • 25 Aug 2022 • Md. Kamrul Hasan, Md. Asif Ahamad, Choon Hwai Yap, Guang Yang
The Computer-aided Diagnosis or Detection (CAD) approach for skin lesion analysis is an emerging field of research that has the potential to alleviate the burden and cost of skin cancer screening.