LEADER 05059nam 22006255 450 001 9910906299903321 005 20241111115741.0 010 $a9783031648922 010 $a3031648927 024 7 $a10.1007/978-3-031-64892-2 035 $a(MiAaPQ)EBC31772743 035 $a(Au-PeEL)EBL31772743 035 $a(CKB)36538450400041 035 $a(DE-He213)978-3-031-64892-2 035 $a(EXLCZ)9936538450400041 100 $a20241111d2024 u| 0 101 0 $aeng 135 $aurcnu|||||||| 181 $ctxt$2rdacontent 182 $cc$2rdamedia 183 $acr$2rdacarrier 200 10$aComputational Neurosurgery /$fedited by Antonio Di Ieva, Eric Suero Molina, Sidong Liu, Carlo Russo 205 $a1st ed. 2024. 210 1$aCham :$cSpringer Nature Switzerland :$cImprint: Springer,$d2024. 215 $a1 online resource (561 pages) 225 1 $aAdvances in Experimental Medicine and Biology,$x2214-8019 ;$v1462 311 08$a9783031648915 311 08$a3031648919 327 $aComputational 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. 330 $aThis comprehensive and authoritative reference presents the state-of-the-art computational methods applied to the field of neurosurgery. The book brings together leading neuroscientists, neurosurgeons, mathematicians, computer scientists, engineers, ethicists and lawyers, to open the new frontier of computational neurosurgery to a broad audience interested in the translational field of the application of computational models, such as deep learning, to the study of the brain and the practical applications of neurosurgery. The focus is primarily clinical, and there is a solid foundation of research aspects. With forewords by Michael L.J. Apuzzo and Enrico Coiera, the book is organized into 2 sections: (1) tenets of computational modeling, artificial intelligence, computational analysis, and analysis software; (2) computational neurosurgery applications, including neurodiagnostics, neuro-oncology, vascular neurosurgery, all the neurosurgical disciplines, surgical approaches, intraoperative applications, and ethics and legal aspects. 410 0$aAdvances in Experimental Medicine and Biology,$x2214-8019 ;$v1462 606 $aComputational neuroscience 606 $aNervous system$xSurgery 606 $aArtificial intelligence 606 $aComputational Neuroscience 606 $aNeurosurgery 606 $aArtificial Intelligence 615 0$aComputational neuroscience. 615 0$aNervous system$xSurgery. 615 0$aArtificial intelligence. 615 14$aComputational Neuroscience. 615 24$aNeurosurgery. 615 24$aArtificial Intelligence. 676 $a617.48 700 $aDi Ieva$b Antonio$01775166 701 $aSuero Molina$b Eric$01775167 701 $aLiu$b Sidong$01061028 701 $aRusso$b Carlo$0116709 801 0$bMiAaPQ 801 1$bMiAaPQ 801 2$bMiAaPQ 906 $aBOOK 912 $a9910906299903321 996 $aComputational Neurosurgery$94289572 997 $aUNINA LEADER 00799nam0-2200277 --450 001 9911043426803321 005 20251204094248.0 010 $a978-88-288-6924-5 100 $a20251202d2025----kmuy0itay5050 ba 101 0 $aita 102 $aIT 105 $a 001yy 200 1 $aLineamenti di diritto processuale penale$fPaolo Tonini, Carlotta Conti 205 $a23. ed. 210 $aMilano$cLefebvre Giuffrè$dc2025 215 $aXVIII, 902 p.$d24 cm 676 $a345.4505$v23$zita 700 1$aTonini,$bPaolo$0229732 701 1$aConti,$bCarlotta$0257325 801 0$aIT$bUNINA$gREICAT$2UNIMARC 901 $aBK 912 $a9911043426803321 952 $aXIII B 326$b2025/1811$fFGBC 959 $aFGBC 996 $aLineamenti di diritto processuale penale$92880760 997 $aUNINA