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Transfer learning for anatomical structure segmentation in otorhinolaryngology microsurgery.

Xin DingYu HuangYang ZhaoXu TianGuodong FengZhiqiang Gao
Published in: The international journal of medical robotics + computer assisted surgery : MRCAS (2024)
Model performance can be improved with TL in datasets with reduced size and increased complexity. It is feasible for data-based domain adaptation among different microsurgical fields.
Keyphrases
  • deep learning
  • electronic health record
  • convolutional neural network
  • internal carotid artery
  • big data
  • breast reconstruction