AutoCOR: Autonomous Condylar Offset Ratio Calculator on TKA-Postoperative Lateral Knee X-ray

no code implementations • 6 Apr 2022 • Gulsade Rabia Cakmak, Ibrahim Ethem Hamamci, Mehmet Kursat Yilmaz, Reda Alhajj, Ibrahim Azboy, Mehmet Kemal Ozdemir

The software AutoCOR is capable of detecting the anterior/posterior edge points and anterior/posterior cortex of the femoral shaft on true postoperative lateral conventional radiographs.

Transfer Learning Through Weighted Loss Function and Group Normalization for Vessel Segmentation from Retinal Images

1 code implementation • 16 Dec 2020 • Abdullah Sarhan, Jon Rokne, Reda Alhajj, Andrew Crichton

Moreover, the structure of the vessels can help in diagnosing glaucoma.

Segmentation Transfer Learning

Utilizing Transfer Learning and a Customized Loss Function for Optic Disc Segmentation from Retinal Images

no code implementations • 1 Oct 2020 • Abdullah Sarhan, Ali Al-KhazÁly, Adam Gorner, Andrew Swift, Jon Rokne, Reda Alhajj, Andrew Crichton

Accurate segmentation of the optic disc from a retinal image is vital to extracting retinal features that may be highly correlated with retinal conditions such as glaucoma.

Optic Disc Segmentation Segmentation +1

A Review on Deep Learning Techniques for the Diagnosis of Novel Coronavirus (COVID-19)

no code implementations • 9 Aug 2020 • Md. Milon Islam, Fakhri Karray, Reda Alhajj, Jia Zeng

Novel coronavirus (COVID-19) outbreak, has raised a calamitous situation all over the world and has become one of the most acute and severe ailments in the past hundred years.

COVID-19 Diagnosis