Computational Neurosurgery
portes grátis
Computational Neurosurgery
Liu, Sidong; Suero Molina, Eric; Russo, Carlo; Di Ieva, Antonio
Springer International Publishing AG
11/2024
590
Dura
9783031648915
Pré-lançamento - envio 15 a 20 dias após a sua edição
Descrição não disponível.
Computational Neurosurgery: Foundation.- Part I: Foundations of Computational Neurosurgery.- Declaration of Computational Neurosurgery.- Artificial Intelligence Methods.- Deep Learning: A Primer for Neurosurgeons.- Mathematical background of Machine Learning & Deep Learning.- Computational fractal-based Neurosurgery.- Graph theory and modeling of network topology in clinical neurosurgery.- Computer Vision in digital neuropathology.- Bayesian Neural Networks in predictive neurosurgery.- Big data in neurosurgery.- Large Language Models in Neurosurgery.- Part II: Computational Neurosurgery Applications & Translational Aspects.- AI and deep learning in brain tumors.- Meta-transfer Learning for Brain Tumor Segmentation: Within and Beyond Glioma.- Machine learning and radiomics in gliomas.- Machine Learning in fluorescence-guided brain tumor surgery.- AI and computational modeling in skull base surgery.- Applications and Integration of Radiomics for Skull Base Oncology.- Computational modeling and AI in radiation neuro-oncology and radiosurgery.- Multimodal neuroimaging computing: Basics and applications in neurosurgery.- The Brain Connectome for Clinical Neuroscience.- Augmented reality in neurosurgery.- Virtual and Augmented Reality in neurosurgery.- Machine Intelligence in cerebrovascular and endovascular neurosurgery.- Computational fluid dynamics in vascular neurosurgery.- Computational fluid dynamics of cerebrospinal fluid.- Computational Neurosurgery in Deep Brain Stimulation.- Computational modeling, augmented reality, and Artificial Intelligence in spine surgery.- Artificial Intelligence in spine and paravertebral muscles analysis.- Computational prognostic modeling in traumatic brain injury.- Comprehensive overview of computational modeling and artificial intelligence in pediatric neurosurgery.- Machine Learning in Pain Neuromodulation.- Neurosurgery and the brain computer interface.- Ethical aspects of computational neurosurgery.- Explainable AI and Laws in Computational neurosurgery.
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deep learning;artificial intelligence;brain;neuroscience;neurosurgery;computational neuroscience;neural networks;big data
Computational Neurosurgery: Foundation.- Part I: Foundations of Computational Neurosurgery.- Declaration of Computational Neurosurgery.- Artificial Intelligence Methods.- Deep Learning: A Primer for Neurosurgeons.- Mathematical background of Machine Learning & Deep Learning.- Computational fractal-based Neurosurgery.- Graph theory and modeling of network topology in clinical neurosurgery.- Computer Vision in digital neuropathology.- Bayesian Neural Networks in predictive neurosurgery.- Big data in neurosurgery.- Large Language Models in Neurosurgery.- Part II: Computational Neurosurgery Applications & Translational Aspects.- AI and deep learning in brain tumors.- Meta-transfer Learning for Brain Tumor Segmentation: Within and Beyond Glioma.- Machine learning and radiomics in gliomas.- Machine Learning in fluorescence-guided brain tumor surgery.- AI and computational modeling in skull base surgery.- Applications and Integration of Radiomics for Skull Base Oncology.- Computational modeling and AI in radiation neuro-oncology and radiosurgery.- Multimodal neuroimaging computing: Basics and applications in neurosurgery.- The Brain Connectome for Clinical Neuroscience.- Augmented reality in neurosurgery.- Virtual and Augmented Reality in neurosurgery.- Machine Intelligence in cerebrovascular and endovascular neurosurgery.- Computational fluid dynamics in vascular neurosurgery.- Computational fluid dynamics of cerebrospinal fluid.- Computational Neurosurgery in Deep Brain Stimulation.- Computational modeling, augmented reality, and Artificial Intelligence in spine surgery.- Artificial Intelligence in spine and paravertebral muscles analysis.- Computational prognostic modeling in traumatic brain injury.- Comprehensive overview of computational modeling and artificial intelligence in pediatric neurosurgery.- Machine Learning in Pain Neuromodulation.- Neurosurgery and the brain computer interface.- Ethical aspects of computational neurosurgery.- Explainable AI and Laws in Computational neurosurgery.
Este título pertence ao(s) assunto(s) indicados(s). Para ver outros títulos clique no assunto desejado.
