Search Results for author: Shehan Perera

Found 3 papers, 1 papers with code

SegFormer3D: an Efficient Transformer for 3D Medical Image Segmentation

1 code implementation15 Apr 2024 Shehan Perera, Pouyan Navard, Alper Yilmaz

Furthermore, in the context of limited datasets, often encountered in medical imaging, larger models can present hurdles in both model generalization and convergence.

Decoder Image Segmentation +3

POCFormer: A Lightweight Transformer Architecture for Detection of COVID-19 Using Point of Care Ultrasound

no code implementations20 May 2021 Shehan Perera, Srikar Adhikari, Alper Yilmaz

The rapid and seemingly endless expansion of COVID-19 can be traced back to the inefficiency and shortage of testing kits that offer accurate results in a timely manner.

Cannot find the paper you are looking for? You can Submit a new open access paper.