21.6.3 Brain Surgery

Ravì, D., Fabelo, H., Callic, G.M., Yang, G.Z.,
Manifold Embedding and Semantic Segmentation for Intraoperative Guidance With Hyperspectral Brain Imaging,
MedImg(36), No. 9, September 2017, pp. 1845-1857.
IEEE DOI 1709
biological tissues, brain, cancer, hyperspectral imaging, image segmentation, semantic networks, stochastic processes, T-distributed stochastic neighbor approach, brain surgery, dimensionality reduction scheme, hyperspectral brain imaging, semantic texton forest, tissue classification, tumor classification map, Cancer, Hyperspectral imaging, Manifolds, Semantics, Tumors, Manifold embedding, brain cancer detection, hyperspectral imaging, semantic, segmentation BibRef

Rundo, L.[Leonardo], Militello, C.[Carmelo], Tangherloni, A.[Andrea], Russo, G.[Giorgio], Vitabile, S.[Salvatore], Gilardi, M.C.[Maria Carla], Mauri, G.[Giancarlo],
NeXt for neuro-radiosurgery: A fully automatic approach for necrosis extraction in brain tumor MRI using an unsupervised machine learning technique,
IJIST(28), No. 1, 2018, pp. 21-37.
DOI Link 1802
brain tumors, magnetic resonance imaging, necrosis extraction, neuro-radiosurgery treatments, unsupervised Fuzzy C-Means clustering BibRef

Izadyyazdanabadi, M.[Mohammadhassan], Belykh, E.[Evgenii], Mooney, M.[Michael], Martirosyan, N.[Nikolay], Eschbacher, J.[Jennifer], Nakaji, P.[Peter], Preul, M.C.[Mark C.], Yang, Y.Z.[Ye-Zhou],
Convolutional neural networks: Ensemble modeling, fine-tuning and unsupervised semantic localization for neurosurgical CLE images,
JVCIR(54), 2018, pp. 10-20.
Elsevier DOI 1806
Neural network, Unsupervised localization, Ensemble modeling, Brain tumor, Confocal laser endomicroscopy, Surgical vision BibRef

Avital, I., Nelkenbaum, I., Tsarfaty, G., Konen, E., Kiryati, N., Mayer, A.,
Neural Segmentation of Seeding ROIs (sROIs) for Pre-Surgical Brain Tractography,
MedImg(39), No. 5, May 2020, pp. 1655-1667.
IEEE DOI 2005
Fully convolutional neural networks, tractography, multi-modal segmentation, brain BibRef

Madapana, N., Gonzalez, G., Zhang, L., Rodgers, R., Wachs, J.,
Agreement Study Using Gesture Description Analysis,
HMS(50), No. 5, October 2020, pp. 434-443.
IEEE DOI 2009
Proposals, Measurement, Man-machine systems, Task analysis, Neurosurgery, Indexes, Gesture recognition, user centered design, gesture descriptors BibRef

Liu, B.X.[Bing-Xue], Wang, Y.C.[Yong-Chao], Fomin-Thunemann, N.[Natalie], Thunemann, M.[Martin], Kiliç, K.[Kivilcim], Devor, A.[Anna], Cheng, X.J.[Xiao-Jun], Tan, J.Y.[Ji-Yong], Jiang, J.[John], Boas, D.A.[David A.], Tang, J.B.[Jian-Bo],
Time-Lagged Functional Ultrasound for Multi-Parametric Cerebral Hemodynamic Imaging,
MedImg(43), No. 2, February 2024, pp. 638-648.
IEEE DOI 2402
Decorrelation, Ultrasonic imaging, Indexes, Blood, Doppler effect, Imaging, Hemodynamics, Functional ultrasound imaging, neurovascular coupling BibRef

Pan, S.Q.[Swee Qi], Yap, W.S.[Wun She], Zaki, F.M.[Faizah Mohd], Binti, S.A.[Shahizon Azura], Mukari, M.[Mohamed], Hum, Y.C.[Yan Chai], Lai, K.W.[Khin Wee], Kumar, R.K.A.[Ramesh Kumar Athi], Hamsan, S.K.[Siti Khadijah], Tee, Y.K.[Yee Kai],
Amide Proton Transfer Imaging for Gamma-knife Treatment Response in Human Brain Metastasis: A Preliminary Study,
ICIVC24(367-372)
IEEE DOI 2503
Protons, Magnetic resonance imaging, Surgery, Brain tumors, Metastasis, Planning, Prognostics and health management, APT MRI BibRef

Zhou, T.X.[Tong-Xue], Noeuveglise, A.[Alexandra], Ghazouani, F.[Fethi], Modzelewski, R.[Romain], Thureau, S.[Sébastien], Fontanilles, M.[Maxime], Ruan, S.[Su],
Prediction of Brain Tumor Recurrence Location Based on Kullback-Leibler Divergence and Nonlinear Correlation Learning,
ICPR22(4414-4419)
IEEE DOI 2212
Correlation, Transfer learning, Semantics, Surgery, Feature extraction, Loss measurement, Planning BibRef