Development of a volumetric pancreas segmentation CT dataset for AI applications through trained technologists: a study during the COVID 19 containment phase.

Garima SumanAnanya PandaPanagiotis KorfiatisMarie E EdwardsSushil GargDaniel J BlezekSuresh T ChariAjit H Goenka

Published in: Abdominal radiology (New York) (2020)

Trained technologists could perform volumetric pancreas segmentation with reasonable accuracy despite its complexity. Supplementary training further reduced range of volume difference in segmentations. Investment into training technologists could augment and accelerate development of body imaging datasets for AI applications.

Keyphrases

deep learning
artificial intelligence
convolutional neural network
coronavirus disease
sars cov
resistance training
high resolution
magnetic resonance imaging
image quality
rna seq
machine learning
magnetic resonance
body composition
single cell
photodynamic therapy
fluorescence imaging
high intensity