Expert-level pediatric brain tumor segmentation in a limited data scenario with stepwise transfer learning.

Aidan BoydZezhong Ye Sanjay P PrabhuMichael C TjongYining ZhaAnna ZapaischykovaSridhar VajapeyamHasaan HayatRishi ChopraKevin X LiuAli NabavidazehAdam ResnickSabine MuellerDaphne Haas-KoganHugo J W L AertsTina PoussaintBenjamin H Kann

Published in: medRxiv : the preprint server for health sciences (2023)

model segmentations as AI-generated versus human-generated (mean accuracy: 26%).

Keyphrases

endothelial cells
deep learning
artificial intelligence
electronic health record
induced pluripotent stem cells
convolutional neural network
big data
pluripotent stem cells
clinical practice
machine learning
childhood cancer