2 papers
cs.CV2021
Unsupervised Medical Image Alignment with Curriculum Learning
Mihail Burduja, Radu Tudor Ionescu
We explore different curriculum learning methods for training convolutional neural networks on the task of deformable pairwise 3D medical image registration. To the best of our kno…
cs.CV2020
Accurate and Efficient Intracranial Hemorrhage Detection and Subtype Classification in 3D CT Scans with Convolutional and Long Short-Term Memory Neural Networks
Mihail Burduja, Radu Tudor Ionescu, Nicolae Verga
In this paper, we present our system for the RSNA Intracranial Hemorrhage Detection challenge. The proposed system is based on a lightweight deep neural network architecture compos…