Deep learning-based hyperspectral image correction and unmixing for brain tumor surgery

Autor: Black, David, Gill, Jaidev, Xie, Andrew, Liquet, Benoit, Di leva, Antonio, Stummer, Walter, Suero Molina, Eric

Publikováno v: In iScience 20 December 2024 27(12)

Machine and Deep Learning in Hyperspectral Fluorescence-Guided Brain Tumor Surgery.

Autor: Suero Molina E; Department of Neurosurgery, University Hospital of Münster, Münster, Germany. e.suero@uni-muenster.de.; Computational NeuroSurgery (CNS) Lab, Macquarie Medical School, Faculty of Medicine, Human and Health Sciences, Macquarie University, Sydney, NSW, Australia. e.suero@uni-muenster.de.; Macquarie Neurosurgery & Spine, MQ Health, Macquarie University Hospital, Sydney, NSW, Australia. e.suero@uni-muenster.de., Black D; Department of Electrical and Computer Engineering, University of British Columbia, Vancouver, BC, Canada., Xie A; Department of Electrical and Computer Engineering, University of British Columbia, Vancouver, BC, Canada., Gill J; Department of Electrical and Computer Engineering, University of British Columbia, Vancouver, BC, Canada., Di Ieva A; Computational NeuroSurgery (CNS) Lab, Macquarie Medical School, Faculty of Medicine, Human and Health Sciences, Macquarie University, Sydney, NSW, Australia.; Macquarie Neurosurgery & Spine, MQ Health, Macquarie University Hospital, Sydney, NSW, Australia.; Department of Neurosurgery, Nepean Blue Mountains Local Health District, Kingswood, NSW, Australia.; Centre for Applied Artificial Intelligence, School of Computing, Macquarie University, Sydney, NSW, Australia., Stummer W; Department of Neurosurgery, University Hospital of Münster, Münster, Germany.

Publikováno v: Advances in experimental medicine and biology [Adv Exp Med Biol] 2024; Vol. 1462, pp. 245-264.