2 code implementations • 16 Sep 2021 • S. M. Kamrul Hasan, Cristian A. Linte
Medical image segmentation has significantly benefitted thanks to deep learning architectures.
1 code implementation • 21 Apr 2020 • S. M. Kamrul Hasan, Cristian A. Linte
In this work, we implement a fully convolutional segmenter featuring both a learned group structure and a regularized weight-pruner to reduce the high computational cost in volumetric image segmentation.
no code implementations • 5 Apr 2020 • S. M. Kamrul Hasan, Cristian A. Linte
With the advent of Cardiac Cine Magnetic Resonance (CMR) Imaging, there has been a paradigm shift in medical technology, thanks to its capability of imaging different structures within the heart without ionizing radiation.
1 code implementation • 24 Feb 2019 • S. M. Kamrul Hasan, Cristian A. Linte
Conventional therapy approaches limit surgeons' dexterity control due to limited field-of-view.