Cantitate/Preț
Produs
Total produse
Vezi coșul
Handbook of AI and Data Sciences for Sleep Disorders de Richard B. Berry

Handbook of AI and Data Sciences for Sleep Disorders: Springer Optimization and Its Applications, cartea 216

Editat de Richard B. Berry, Panos M. Pardalos, Xiaochen Xian
en Limba Engleză Hardback – 2 noi 2024
The rise of lifestyle changes resulting from constant connectivity, irregular work schedules, heightened stress, and disruptive sleep patterns, have contributed to increasing insomnia rates.  Exacerbated by the COVID-19 pandemic, sleep disorders are more prevalent than ever. This handbook offers a comprehensive exploration of the fusion of Artificial Intelligence (AI) and data science within the realm of sleep disorders, presenting innovative approaches to diagnosis, treatment, and personalized care.
The interdisciplinary nature of this handbook fosters collaboration between experts from diverse fields, including computer science, engineering, neuroscience, medicine, public health, AI, data science, and sleep medicine. Each chapter delves into specific aspects of sleep disorder analysis, innovative methodologies, novel insights, and real-world applications that showcase the transformative potential of AI and data science in sleep medicine, from analyzing sleep patterns and predicting disorder risk factors to utilizing big data analytics for large-scale epidemiological studies. This handbook hopes to offer a comprehensive resource for researchers, clinicians, and policymakers striving to address the challenges in sleep medicine.
Citește tot Restrânge

Din seria Springer Optimization and Its Applications

  • 15% Numerical Optimization with Computational Errors
    Preț: 62902 lei
  • 15% Optimization Methods and Applications: In Honor of Ivan V. Sergienko's 80th Birthday
    Preț: 65117 lei
  • 18% Computational Mathematics and Variational Analysis
    Preț: 94207 lei
  • 17% Introduction to Geometric Control
    Preț: 36079 lei
  • 17% Graph and Network Theory: An Applied Approach using Mathematica®
    Preț: 46829 lei
  • Introduction to Combinatorial Optimization
    Preț: 36101 lei
  • 18% Polynomial Optimization, Moments, and Applications
    Preț: 77196 lei
  • 17% Introduction to Applied Optimization
    Preț: 39779 lei
  • 18% Optimization Theory and Methods: Nonlinear Programming
    Preț: 111033 lei
  • 15% Nonsmooth Vector Functions and Continuous Optimization
    Preț: 63336 lei
  • 15% Network Models in Economics and Finance
    Preț: 63432 lei
  • Optimization Models in a Transition Economy
    Preț: 39243 lei
  • Selected Applications of Convex Optimization
    Preț: 37259 lei
  • Turnpike Theory of Continuous-Time Linear Optimal Control Problems
    Preț: 38390 lei
  • Optimized Packings with Applications
    Preț: 38848 lei
  • An Introduction to Optimal Satellite Range Scheduling
    Preț: 53524 lei
  • 15% Advances in Stochastic and Deterministic Global Optimization
    Preț: 63495 lei
  • Advances in Mathematical Modeling, Optimization and Optimal Control
    Preț: 38241 lei
  • 15% Optimization and Control of Bilinear Systems: Theory, Algorithms, and Applications
    Preț: 63673 lei
  • 24% Convex Analysis and Global Optimization
    Preț: 61155 lei
  • 18% Mathematical Analysis, Approximation Theory and Their Applications
    Preț: 95291 lei
  • 20% Approximate Solutions of Common Fixed-Point Problems
    Preț: 58591 lei
  • 15% Operations Research, Engineering, and Cyber Security: Trends in Applied Mathematics and Technology
    Preț: 69573 lei
  • 18% Space Engineering: Modeling and Optimization with Case Studies
    Preț: 72759 lei
  • 15% Optimization and Its Applications in Control and Data Sciences: In Honor of Boris T. Polyak’s 80th Birthday
    Preț: 64492 lei
  • 15% Variational Analysis and Aerospace Engineering: Mathematical Challenges for the Aerospace of the Future
    Preț: 64570 lei
  • 18% Progress in Approximation Theory and Applicable Complex Analysis: In Memory of Q.I. Rahman
    Preț: 73008 lei
  • 15% Spatial Interaction Models: Facility Location Using Game Theory
    Preț: 69106 lei
  • 20% Discrete-Time Optimal Control and Games on Large Intervals
    Preț: 58107 lei

Preț: 109223 lei

Preț vechi: 133199 lei
-18% Nou

Puncte Express: 1638
Preț estimativ în valută:
20903€ • 21713$ • 17363£

Carte tipărită la comandă

Livrare economică 01-15 februarie 25

 Adaugă în coș

Wish list
Gift list
Am citit!
Adaugă în listă
Preluare comenzi: 021 569.72.76

Specificații

ISBN-13: 9783031682629
ISBN-10: 3031682629
Pagini: 350
Ilustrații: Approx. 350 p.
Dimensiuni: 155 x 235 mm
Greutate: 0.62 kg
Ediția:2025
Editura: Springer Nature Switzerland
Colecția Springer
Seria Springer Optimization and Its Applications

Locul publicării:Cham, Switzerland

Cuprins

Empowering Sleep Health: Unleashing the Potential of Artificial Intelligence and Data Science in Sleep Disorders.- Polysomnography Raw Data Extraction, Exploration, and Preprocessing.- Sleep stage probabilities derived from neurological or cardio-respiratory signals by means of artificial intelligence.- From Screening at Clinic to Diagnosis at Home: How AI/ ML/DL Algorithms are Transforming Sleep Apnea Detection.- Modeling and Analysis of Mechanical Work of Breathing.- A Probabilistic Perspective: Bayesian Neural Network for Sleep Apnea Detection.- Automatic and machine learning methods for detection and characterization of REM sleep behavior disorder.- Sleep Cyclic Alternating Pattern (CAP) as a Neurophysiological Marker of Brain Health.- Deep Learning with Electrocardiograms.- Machine learning automated analysis applied to mandibular jaw movements during sleep: a window on polysomnography.- Nightmare disorder: An Overview.

Notă biografică

​Richard B. Berry is Medical Director, UF Health Sleep Disorders Center. His clinical interests include sleep disorders, obstructive and central sleep apnea, restless leg syndrome, narcolepsy, noctural respiratory failure, and insomnia. Research interests include upper airway physiology, pharmacological treatment of sleep apnea, mechanisms of respiratory arousal, and auto positive airway pressure treatment.

Panos M. Pardalos serves as Distinguished Professor of Industrial and Systems Engineering at the University of Florida. Additionally, he is the Paul and Heidi Brown Preeminent Professor in Industrial & Systems Engineering. He is also an affiliated faculty member of the Computer and Information Science Department, the Hellenic Studies Center, and the Biomedical Engineering Program. He is also the Director of the Center for Applied Optimization. Dr. Pardalos is a world leading expert in global and combinatorial optimization. His recent research interests include network design problems, optimization in telecommunications, e-commerce, data mining, biomedical applications, and massive computing. He has co-authored and co-edited more than 30 books, as well as publishing more than 600 journal articles and conference proceedings. Prof. Pardalos is a Fellow of AAAS (American Association for the Advancement of Science), Fellow of American Institute for Medical and Biological Engineering (AIMBE), and EUROPT. He is a Distinguished International Professor by the Chinese Minister of Education; Honorary Professor of Anhui University of Sciences and Technology, China; Elizabeth Wood Dunlevie Honors Term Professor; Honorary Doctor, V.M. Glushkov Institute of Cybernetics of The National Academy of Sciences of Ukraine; Foreign Associate Member of Reial Academia de Doctors, Spain; and Advisory board member of the Centre for Optimisation and Its Applications, Cardiff University, UK. He is also the recipient of UF 2009 International Educator Award; Medal (in recognition of broad contributions in science and engineering) of the University of Catani, Italy; EURO Gold Medal (EGM); Honorary Doctor of Science Degree, Wilfrid Laurier University, Canada; Senior Fulbright Specialist Award; University of Florida Research Foundation Professorship; and IBM Achievement Award.

Xiaochen Xian is an assistant professor in the UF ISE department. Her research interest mainly focuses on big data analytics and system informatics to develop data-driven methodologies for quality improvement in complex systems. Specifically, her research includes big data stream monitoring and sampling, engineering knowledge-enhanced complex process modeling and diagnosis, and system informatics and spatiotemporal real-time prediction. Her research leads to immediate applications in manufacturing, healthcare, environmental monitoring, and traffic, etc. She is also a member of INFORMS, IISE, and SME.


Textul de pe ultima copertă

The rise of lifestyle changes resulting from constant connectivity, irregular work schedules, heightened stress, and disruptive sleep patterns, have contributed to increasing insomnia rates.  Exacerbated by the COVID-19 pandemic, sleep disorders are more prevalent than ever. This handbook offers a comprehensive exploration of the fusion of Artificial Intelligence (AI) and data science within the realm of sleep disorders, presenting innovative approaches to diagnosis, treatment, and personalized care.
The interdisciplinary nature of this handbook fosters collaboration between experts from diverse fields, including computer science, engineering, neuroscience, medicine, public health, AI, data science, and sleep medicine. Each chapter delves into specific aspects of sleep disorder analysis, innovative methodologies, novel insights, and real-world applications that showcase the transformative potential of AI and data science in sleep medicine, from analyzing sleep patterns and predicting disorder risk factors to utilizing big data analytics for large-scale epidemiological studies. This handbook hopes to offer a comprehensive resource for researchers, clinicians, and policymakers striving to address the challenges in sleep medicine.

Caracteristici

First book to summarize AI and data science techniques in the application of sleep disorders Contains fundamental knowledge and state-of-the-art methodologies Interdisciplinary content appeals to an expansive readership from engineering, medicine, mathematics, computer science, and business