Integration Of Machine Learning And Computer Simulation In Solving Complex Physiological And Medical Questions
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Integration Of Machine Learning And Computer Simulation In Solving Complex Physiological And Medical Questions
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Author : Nicole Y. K. Li-Jessen
language : en
Publisher: Frontiers Media SA
Release Date : 2022-08-01
Integration Of Machine Learning And Computer Simulation In Solving Complex Physiological And Medical Questions written by Nicole Y. K. Li-Jessen and has been published by Frontiers Media SA this book supported file pdf, txt, epub, kindle and other format this book has been release on 2022-08-01 with Science categories.
Data Driven Analytics For The Geological Storage Of Co2
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Author : Shahab Mohaghegh
language : en
Publisher: CRC Press
Release Date : 2018-05-20
Data Driven Analytics For The Geological Storage Of Co2 written by Shahab Mohaghegh and has been published by CRC Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2018-05-20 with Science categories.
Data-driven analytics is enjoying unprecedented popularity among oil and gas professionals. Many reservoir engineering problems associated with geological storage of CO2 require the development of numerical reservoir simulation models. This book is the first to examine the contribution of artificial intelligence and machine learning in data-driven analytics of fluid flow in porous environments, including saline aquifers and depleted gas and oil reservoirs. Drawing from actual case studies, this book demonstrates how smart proxy models can be developed for complex numerical reservoir simulation models. Smart proxy incorporates pattern recognition capabilities of artificial intelligence and machine learning to build smart models that learn the intricacies of physical, mechanical and chemical interactions using precise numerical simulations. This ground breaking technology makes it possible and practical to use high fidelity, complex numerical reservoir simulation models in the design, analysis and optimization of carbon storage in geological formations projects.
Shale Analytics
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Author : Shahab D. Mohaghegh
language : en
Publisher: Springer
Release Date : 2017-02-09
Shale Analytics written by Shahab D. Mohaghegh and has been published by Springer this book supported file pdf, txt, epub, kindle and other format this book has been release on 2017-02-09 with Technology & Engineering categories.
This book describes the application of modern information technology to reservoir modeling and well management in shale. While covering Shale Analytics, it focuses on reservoir modeling and production management of shale plays, since conventional reservoir and production modeling techniques do not perform well in this environment. Topics covered include tools for analysis, predictive modeling and optimization of production from shale in the presence of massive multi-cluster, multi-stage hydraulic fractures. Given the fact that the physics of storage and fluid flow in shale are not well-understood and well-defined, Shale Analytics avoids making simplifying assumptions and concentrates on facts (Hard Data - Field Measurements) to reach conclusions. Also discussed are important insights into understanding completion practices and re-frac candidate selection and design. The flexibility and power of the technique is demonstrated in numerous real-world situations.
Applications Of Computers In Medicine
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Author : Morton D. Schwartz
language : en
Publisher:
Release Date : 1982
Applications Of Computers In Medicine written by Morton D. Schwartz and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1982 with Information storage and retrieval systems categories.
Digital Surgery
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Author : Sam Atallah
language : en
Publisher: Springer Nature
Release Date : 2020-07-31
Digital Surgery written by Sam Atallah and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2020-07-31 with Medical categories.
This book provides a trove of insightful perspectives on the current state and the realization of digital surgery. Digital surgery entails the application of artificial intelligence and machine learning toward automation in robotic-assisted surgery. More generally, the objective is to digitally define the patient, the surgical field, and the surgical problem or task at hand; to operate based on information, rather than based on anatomic planes alone. But digital surgery has shapeshifted into other, equally intriguing faces – many of which are exemplified by topics throughout this book. Digital surgery is fundamental to 3D-printed organs, mind-controlled limbs, image-guided navigation, and tele-mentoring. It is the key that unlocks the metaphorical doorway to surgical access, thereby creating a global framework for surgical training, education, planning, and much more. This text provides methods of measurement and perception outside of the human umwelt – including the ability to visualize fields beyond the visible light spectrum, via near infrared fluorescent organic dyes which are rapidly being bioengineered to target specific tumors, as well as native anatomic structures of interest. Written by experts in the field, Digital Surgery is designed to help surgeons operate with an enriched understanding of an individual’s specific attributes: including the human phenome, physiome, microbiome, genome, and epigenome. It also aids surgeons in harnessing the power and fluidity of the cloud, which is emerging as a significant resource for surgeons both regionally and globally.
Resources In Education
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Author :
language : en
Publisher:
Release Date : 1997
Resources In Education written by and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1997 with Education categories.
Scientific And Technical Aerospace Reports
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Author :
language : en
Publisher:
Release Date : 1995
Scientific And Technical Aerospace Reports written by and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1995 with Aeronautics categories.
The Embodied Brain Computational Mechanisms Of Integrated Sensorimotor Interactions With A Dynamic Environment
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Author : Mario Senden
language : en
Publisher: Frontiers Media SA
Release Date : 2020-07-31
The Embodied Brain Computational Mechanisms Of Integrated Sensorimotor Interactions With A Dynamic Environment written by Mario Senden and has been published by Frontiers Media SA this book supported file pdf, txt, epub, kindle and other format this book has been release on 2020-07-31 with categories.
Ai Applications In Psychology
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Author : DR. DILEEP KUMAR MOHANACHANDRAN
language : en
Publisher: SRJX RESEARCH AND INNOVATION LAB LLP
Release Date : 2025-06-05
Ai Applications In Psychology written by DR. DILEEP KUMAR MOHANACHANDRAN and has been published by SRJX RESEARCH AND INNOVATION LAB LLP this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-06-05 with Computers categories.
Structure and Organization The book is structured into eleven comprehensive chapters, each addressing a key thematic area where AI intersects with psychology: Chapters 1–3 introduce the foundations: the historical context, the core technologies (AI, machine learning, NLP, etc.), and the significance of AI in research and cognitive modeling. Chapters 4–7 explore domain-specific applications: clinical psychology, behavioral analysis, cognitive assessment, educational psychology, and developmental tracking. Chapter 8 focuses on AI’s role in cultural and social psychology, sentiment analysis, group behavior, and bias detection. Chapter 9 dives deep into neuropsychology and brain-computer interfacing, discussing computational neuroscience and neuroimaging with AI tools. Chapter 10 addresses ethical, philosophical, and societal implications including AI consciousness, privacy, and accountability. Chapter 11 offers real-world case studies and implementations, showcasing successful AI projects and collaborations between psychologists and technologists. Why This Book Now? AI is no longer confined to data science labs or Silicon Valley prototypes. AI-powered chatbots are already assisting in therapy, virtual assistants are supporting cognitive exercises, and brain-computer interfaces are restoring communication in locked-in patients. Yet, as these tools become more widespread, psychologists must not be passive observers. They must become co-creators, ensuring that AI systems are grounded in psychological theory and ethical consideration. The timing of this book reflects a critical inflection point: just as psychology helped shape early cognitive science, it must now guide the ethical evolution of artificial intelligence. By bringing together insights from clinical psychology, behavioral science, cognitive modeling, and AI engineering, we provide readers with a holistic view of how these fields coalesce to enhance mental well-being, research precision, and human understanding. An Interdisciplinary Conversation This book is a product of dialogue—between technology and psychology, data and theory, machine precision and human intuition. It draws from diverse research traditions and emerging practices across psychology, computer science, neuroscience, ethics, and education. Readers will find discussions on how AI is used to analyze therapy transcripts, simulate human learning, predict behavior in organizational settings, and model decision-making under uncertainty. Moreover, the chapters present AI not as a threat, but as a powerful enabler—capable of complementing the psychologist’s insight with data-driven clarity. However, this integration requires psychologists to understand fundamental AI concepts and AI engineers to respect psychological complexity. This is the bridge we aim to build. Human-Centric AI A key theme throughout the book is the vision for human-centric AI—systems designed not just for efficiency, but for empathy, accessibility, and inclusivity. Whether it is through adaptive learning platforms for students with learning disabilities, mental health chatbots for isolated populations, or ethical frameworks for responsible AI deployment, the goal is the same: to develop technologies that serve humanity rather than supplant it. Human-centric AI also implies that users—patients, therapists, researchers, and communities—remain at the center of AI development. Transparent design, cultural sensitivity, explainability, and privacy protection are not optional features; they are fundamental principles that must be embedded in every application. A Vision for the Future As we prepare for a future where AI becomes even more intertwined with human thought and behavior, we must ask vital questions: How do we ensure fairness and inclusivity in AI models? Can AI simulate consciousness or empathy? What happens when therapy is partially or fully automated? How do we train the next generation of AI-psychology practitioners? This book does not pretend to answer all these questions definitively. Rather, it aims to spark informed inquiry, provide foundational knowledge, and inspire a generation of psychologists, technologists, educators, and students to co-create responsible AI solutions. We envision a future where AI can: Predict mental health crises before they occur. Provide personalized and culturally competent therapy. Simulate cognitive and emotional processes for deeper understanding. Enhance early diagnosis of neurodevelopmental disorders. Empower marginalized populations with accessible, stigma-free care.
Research Grants Index
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Author : National Institutes of Health (U.S.). Division of Research Grants
language : en
Publisher:
Release Date : 1970
Research Grants Index written by National Institutes of Health (U.S.). Division of Research Grants and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1970 with Medicine categories.