Greater benefits of deep learning-based computer-aided detection systems for finding small signals in 3D volumetric medical images.

Devi S KleinSrijita KarmakarAditya Jonnalagadda Craig K AbbeyMiguel P Eckstein

Published in: Journal of medical imaging (Bellingham, Wash.) (2024)

The CNN-CADe brings unique performance benefits to the 3D (versus 2D) search of small signals by reducing errors caused by the underexploration of the volumetric data.

Keyphrases

deep learning
convolutional neural network
artificial intelligence
healthcare
electronic health record
big data
machine learning
patient safety
label free
loop mediated isothermal amplification
optical coherence tomography
adverse drug
real time pcr
quantum dots