Automated Measurement of Vascular Calcification in Femoral Endarterectomy Patients Using Deep Learning

1 code implementation • 27 Nov 2023 • Alireza Bagheri Rajeoni, Breanna Pederson, Daniel G. Clair, Susan M. Lessner, Homayoun Valafar

However, manual analysis of CTA images is time-consuming and tedious.

TransONet: Automatic Segmentation of Vasculature in Computed Tomographic Angiograms Using Deep Learning

1 code implementation • 17 Nov 2023 • Alireza Bagheri Rajeoni, Breanna Pederson, Ali Firooz, Hamed Abdollahi, Andrew K. Smith, Daniel G. Clair, Susan M. Lessner, Homayoun Valafar

Pathological alterations in the human vascular system underlie many chronic diseases, such as atherosclerosis and aneurysms.

Automated Analysis of Femoral Artery Calcification Using Machine Learning Techniques

no code implementations • 12 Dec 2019 • Liang Zhao, Brendan Odigwe, Susan Lessner, Daniel G. Clair, Firas Mussa, Homayoun Valafar

We report an object tracking algorithm that combines geometrical constraints, thresholding, and motion detection for tracking of the descending aorta and the network of major arteries that branch from the aorta including the iliac and femoral arteries.

BIG-bench Machine Learning Motion Detection +1