111 citations · 113 across the 13 of their papers we have counts for
4 papers · 1 filter
DeepAngle: Fast calculation of contact angles in tomography images using deep learning
Arash Rabbani, Chenhao Sun, Masoud Babaei +3
DeepAngle is a machine learning-based method to determine the contact angles of different phases in the tomography images of porous materials. Measurement of angles in 3--D needs t…
Automated segmentation and morphological characterization of placental histology images based on a single labeled image
Arash Rabbani, Masoud Babaei, Masoumeh Gharib
In this study, a novel method of data augmentation has been presented for the segmentation of placental histological images when the labeled data are scarce. This method generates…
Temporal extrapolation of heart wall segmentation in cardiac magnetic resonance images via pixel tracking
Arash Rabbani, Hao Gao, Dirk Husmeier
In this study, we have tailored a pixel tracking method for temporal extrapolation of the ventricular segmentation masks in cardiac magnetic resonance images. The pixel tracking pr…
Resolution enhancement of placenta histological images using deep learning
Arash Rabbani, Masoud Babaei
In this study, a method has been developed to improve the resolution of histological human placenta images. For this purpose, a paired series of high- and low-resolution images hav…