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Patient-specific model-based segmentation of brain tumors in 3D intraoperative ultrasound images.

Elisee Ilunga-MbuyambaJuan Gabriel Aviña-CervantesDirk LindnerFelix ArltJean Fulbert Ituna-YudonagoClaire Chalopin
Published in: International journal of computer assisted radiology and surgery (2018)
The proposed approach requires limited interaction and reduced computation time, making it relevant for intraoperative use. Experimental results and evaluations were performed offline. The developed tool could be useful for brain tumor resection supporting neurosurgeons to improve tumor border visualization in the iUS volumes.
Keyphrases
  • deep learning
  • convolutional neural network
  • patients undergoing
  • magnetic resonance imaging
  • optical coherence tomography
  • computed tomography