Dataset Growth in Medical Image Analysis Research

• Published in: Journal of imaging Vol. 7; no. 8; p. 155
• Main Authors: Kiryati, Nahum, Landau, Yuval
• Format: Journal Article
• Language: English
• Published: Switzerland MDPI AG 20.08.2021; MDPI
• Subjects: dataset size; Datasets; Deep learning; Human subjects; Hypotheses; Image analysis; Machine learning; Magnetic resonance imaging; Mean; medical image analysis; Medical imaging; Medical research; MICCAI conferences; Peer review; Statistical analysis; dataset size; human subjects; MICCAI conferences; medical image analysis

Medical image analysis research requires medical image datasets. Nevertheless, due to various impediments, researchers have been described as “data starved”. We hypothesize that implicit evolving community standards require researchers to use ever-growing datasets. In Phase I of this research, we sc...