Computational Neurosurgery
This comprehensive and authoritative reference presents the state-of-the-art computational methods applied to the field of neurosurgery. The book brings together leading neuroscientists, neurosurgeons, mathematicians, computer scientists, engineers, ethicists and lawyers, to open the new frontier of...
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| Autor Corporativo: | |
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| Outros Autores: | , , , |
| Formato: | Recurso Eletrônico livro eletrônico |
| Idioma: | inglês |
| Publicado em: |
Cham :
Springer Nature Switzerland : Imprint: Springer,
2024.
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| Edição: | 1st ed. 2024. |
| coleção: | Advances in Experimental Medicine and Biology,
1462 |
| Assuntos: | |
| Acesso em linha: | https://doi.org/10.1007/978-3-031-64892-2 |
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Sumário:
- 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.