3.1k citations
- Duke UniversityUS42 papers
- Duke University HospitalUS12 papers
- Cornell UniversityUS4 papers
- Harvard UniversityUS4 papers
- University of California, BerkeleyUS4 papers
- University of PennsylvaniaUS4 papers
- Athinoula A. Martinos Center for Biomedical ImagingUS3 papers
- Indiana University – Purdue University IndianapolisUS3 papers
- Los Alamos National LaboratoryUS3 papers
- Massachusetts General HospitalUS3 papers
- McGill UniversityCA3 papers
- Montreal Neurological Institute and HospitalCA3 papers
Showing 2017 · cs.CVShow all
2 papers · 2 filters
cs.CV2017★ 139 cited
Spinal cord gray matter segmentation using deep dilated convolutions
Christian S. Perone, Evan Calabrese, Julien Cohen-Adad
Gray matter (GM) tissue changes have been associated with a wide range of neurological disorders and was also recently found relevant as a biomarker for disability in amyotrophic l…
cs.CV2017★ 3.1k cited
A systematic study of the class imbalance problem in convolutional neural networks
Mateusz Buda, Atsuto Maki, Maciej A. Mazurowski
In this study, we systematically investigate the impact of class imbalance on classification performance of convolutional neural networks (CNNs) and compare frequently used methods…