1 citations · 1 across the 2 of their papers we have counts for
3 papers
The segmentation ceiling: why explicit left-ventricular masks do not improve learned ejection-fraction regression
Farshid Farhadi Khouzani, Paul La Plante, Bryar Mustafa Shareef +1
Accurate estimation of left ventricular ejection fraction (EF) from echocardiography is central to cardiovascular care, and deep learning enables automated EF prediction from echoc…
Machine Learning-Driven Analysis of kSZ Maps to Predict CMB Optical Depth
Farshid Farhadi Khouzani, Abinash Kumar Shaw, Paul La Plante +2
Upcoming measurements of the kinetic Sunyaev-Zel'dovich (kSZ) effect, which results from Cosmic Microwave Background (CMB) photons scattering off moving electrons, offer a powerful…
CMA-ES with Radial Basis Function Surrogate for Black-Box Optimization
Farshid Farhadi Khouzani, Abdolreza Mirzaei, Paul La Plante +1
Evolutionary optimization algorithms often face defects and limitations that complicate the evolution processes or even prevent them from reaching the global optimum. A notable con…