Artificial Intelligence In Cutaneous Lesions Where Do We Stand And What Is Next
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Artificial Intelligence In Cutaneous Lesions Where Do We Stand And What Is Next
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Author : Mara Giavina-Bianchi
language : en
Publisher: Frontiers Media SA
Release Date : 2024-05-16
Artificial Intelligence In Cutaneous Lesions Where Do We Stand And What Is Next written by Mara Giavina-Bianchi 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 2024-05-16 with Medical categories.
There has been a growing amount of research detailing the use of Artificial Intelligence (AI) in cutaneous diseases. Nonetheless, we still do not have a regulatory agency approved app or computer system being used by dermatologists (or other physicians that could be confronted with challenging skin lesions) in daily practice. Why is this? Where do we stand now? What is next in this field? It is time to deeply explore this theme.
Artificial Intelligence And Applications
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Author : Hamid R. Arabnia
language : en
Publisher: Springer Nature
Release Date : 2025-05-02
Artificial Intelligence And Applications written by Hamid R. Arabnia and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-05-02 with Computers categories.
This book constitutes the proceedings of the 26th International Conference on Artificial Intelligence and Applications, ICAI 2024, held as part of the 2024 World Congress in Computer Science, Computer Engineering and Applied Computing, in Las Vegas, USA, during July 22 to July 25, 2024. The 38 full papers included in this book were carefully reviewed and selected from 376 submissions. They have been organized in topical sections as follows: Deep convolutional neural networks, ANNs, and applications; machine learning and novel applications; large language models and applications; data science, recognition and authentication methods and applications; artificial intelligence and applications; XXIV Technical Session on Applications of Advanced AI Techniques to information management for solving company-related problems.
Fundamentals Of Machine Learning And Deep Learning In Medicine
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Author : Reza Borhani
language : en
Publisher: Springer Nature
Release Date : 2022-11-18
Fundamentals Of Machine Learning And Deep Learning In Medicine written by Reza Borhani and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2022-11-18 with Medical categories.
This book provides an accessible introduction to the foundations of machine learning and deep learning in medicine for medical students, researchers, and professionals who are not necessarily initiated in advanced mathematics but yearn for a better understanding of this disruptive technology and its impact on medicine. Once an esoteric subject known to few outside of computer science and engineering departments, today artificial intelligence (AI) is a widely popular technology used by scholars from all across the academic universe. In particular, recent years have seen a great deal of interest in the AI subfields of machine learning and deep learning from researchers in medicine and life sciences, evidenced by the rapid growth in the number of articles published on the topic in peer-reviewed medical journals over the last decade. The demand for high-quality educational resources in this area has never been greater than it is today, and will only continue to grow at a rapid pace. Expert authors remove the veil of unnecessary complexity that often surrounds machine learning and deep learning by employing a narrative style that emphasizes intuition in place of abstract mathematical formalisms, allowing them to strike a delicate balance between practicality and theoretical rigor in service of facilitating the reader’s learning experience. Topics covered in the book include: mathematical encoding of medical data, linear regression and classification, nonlinear feature engineering, deep learning, convolutional and recurrent neural networks, and reinforcement learning. Each chapter ends with a collection of exercises for readers to practice and test their knowledge. This is an ideal introduction for medical students, professionals, and researchers interested in learning more about machine learning and deep learning. Readers who have taken at least one introductory mathematics course at the undergraduate-level (e.g., biostatistics or calculus) will be well-equipped to use this book without needing any additional prerequisites.
Progress And Prospects On Skin Imaging Technology Teledermatology And Artificial Intelligence In Dermatology
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Author : Yong Cui
language : en
Publisher: Frontiers Media SA
Release Date : 2022-01-07
Progress And Prospects On Skin Imaging Technology Teledermatology And Artificial Intelligence In Dermatology written by Yong Cui 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 2022-01-07 with Medical categories.
Topic Editor H. Peter Soyer is a shareholder of MoleMap NZ Limited and e-derm consult GmbH, and undertakes regular teledermatological reporting for both companies. He is a Medical Consultant for Canfield Scientific Inc., MetaOptima and Revenio Research Oy and also a Medical Advisor for First Derm.
Biotechnology Concepts Methodologies Tools And Applications
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Author : Management Association, Information Resources
language : en
Publisher: IGI Global
Release Date : 2019-06-07
Biotechnology Concepts Methodologies Tools And Applications written by Management Association, Information Resources and has been published by IGI Global this book supported file pdf, txt, epub, kindle and other format this book has been release on 2019-06-07 with Science categories.
Biotechnology can be defined as the manipulation of biological process, systems, and organisms in the production of various products. With applications in a number of fields such as biomedical, chemical, mechanical, and civil engineering, research on the development of biologically inspired materials is essential to further advancement. Biotechnology: Concepts, Methodologies, Tools, and Applications is a vital reference source for the latest research findings on the application of biotechnology in medicine, engineering, agriculture, food production, and other areas. It also examines the economic impacts of biotechnology use. Highlighting a range of topics such as pharmacogenomics, biomedical engineering, and bioinformatics, this multi-volume book is ideally designed for engineers, pharmacists, medical professionals, practitioners, academicians, and researchers interested in the applications of biotechnology.
Nature Inspired Intelligent Techniques For Solving Biomedical Engineering Problems
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Author : Kose, Utku
language : en
Publisher: IGI Global
Release Date : 2018-03-31
Nature Inspired Intelligent Techniques For Solving Biomedical Engineering Problems written by Kose, Utku and has been published by IGI Global this book supported file pdf, txt, epub, kindle and other format this book has been release on 2018-03-31 with Technology & Engineering categories.
Technological tools and computational techniques have enhanced the healthcare industry. These advancements have led to significant progress and novel opportunities for biomedical engineering. Nature-Inspired Intelligent Techniques for Solving Biomedical Engineering Problems is a pivotal reference source for emerging scholarly research on trends and techniques in the utilization of nature-inspired approaches in biomedical engineering. Featuring extensive coverage on relevant areas such as artificial intelligence, clinical decision support systems, and swarm intelligence, this publication is an ideal resource for medical practitioners, professionals, students, engineers, and researchers interested in the latest developments in biomedical technologies.
Mathematical And Computational Oncology
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Author : George Bebis
language : en
Publisher: Springer Nature
Release Date : 2021-12-11
Mathematical And Computational Oncology written by George Bebis and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2021-12-11 with Computers categories.
This book constitutes the refereed proceedings of the Third International Symposium on Mathematical and Computational Oncology, ISMCO 2021, held in October 2021. Due to COVID-19 pandemic the conference was held virtually. The 3 full papers and 4 short papers presented were carefully reviewed and selected from 20 submissions. The papers are organized in topical sections named: statistical and machine learning methods for cancer research; mathematical modeling for cancer research; spatio-temporal tumor modeling and simulation; general cancer computational biology; mathematical modeling for cancer research; computational methods for anticancer drug development.
The Age Of Ai
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Author : Barrett Williams
language : en
Publisher: Barrett Williams
Release Date : 2025-04-06
The Age Of Ai written by Barrett Williams and has been published by Barrett Williams this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-04-06 with Technology & Engineering categories.
Discover the Future of Medicine with "The Age of AI" Step into a world where technology meets healing, where algorithms are as essential as stethoscopes. "The Age of AI" unveils a revolution in healthcare, charting the transformative journey of artificial intelligence from a distant concept to a critical tool in modern medicine. Start with an exploration of AI's rapid ascent in the medical field, and delve into its historic breakthroughs, tracing its lineage from early innovations to the cutting-edge applications of today. Understand how machine learning redefines diagnostics and the remarkable shifts in medical imaging, now at the forefront of radiological advancements. This compelling guide takes you into the heart of predictive analytics. Explore how AI forecasts disease outbreaks with precision previously unimaginable, and how it personalizes medicine like never before. Delve into the fascinating realm of natural language processing, illuminating its role in enhancing patient records and pioneering chatbots that transform virtual healthcare. The book sheds light on the synergy of robotics in surgery and the avant-garde collaboration between human surgeons and intelligent machines. Discover the expedited pace of drug discovery, where AI accelerates development and innovation. "The Age of AI" also tackles the critical discussions around ethics, privacy, and bias—essential conversations in an era of rapid technological integration. Navigate the complex regulatory landscape, probe the economic shifts induced by AI, and explore the profound implications for the healthcare workforce. Immerse yourself in a trove of success stories and real-world case studies, highlighting triumphs and learning from setbacks. Peer into the future as the narrative speculates on emerging technologies and the next wave of AI-driven healthcare innovations. Finally, reflect on AI's pivotal role in bridging global healthcare disparities and its impact on public health. This comprehensive journey ends with a visionary look at the future, inviting you to reimagine what's possible in the dynamic intersection of artificial intelligence and healthcare. "The Age of AI" is more than a book—it's your passport to the next generation of medical innovation. Prepare to be informed, intrigued, and inspired.
Advances In Artificial Intelligence Theories Models And Applications
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Author : Stasinos Konstantopoulos
language : en
Publisher: Springer Science & Business Media
Release Date : 2010-04-23
Advances In Artificial Intelligence Theories Models And Applications written by Stasinos Konstantopoulos and has been published by Springer Science & Business Media this book supported file pdf, txt, epub, kindle and other format this book has been release on 2010-04-23 with Computers categories.
This volume constitutes the refereed proceedings of the 6th Hellenic Conference on Artificial Intelligence, SETN 2010, held in Athens, Greece, in May 2010. The 28 revised full papers and 22 revised short papers presented were carefully reviewed and selected from 83 submissions. The topics include but are not restricted to adaptive systems; AI and creativity; AI architectures; artificial life; autonomous systems; data mining and knowledge discovery; hybrid intelligent systems & methods; intelligent agents, multi-agent systems; intelligent distributed systems; intelligent information retrieval; intelligent/natural interactivity, intelligent virtual environments; knowledge representation and reasoning, logic programming; knowledge-based systems; machine learning, neural nets, genetic algorithms; natural language processing; planning and scheduling; problem solving, constraint satisfaction; robotics, machine vision, machine sensing.
Clinical Image Based Procedures Distributed And Collaborative Learning Artificial Intelligence For Combating Covid 19 And Secure And Privacy Preserving Machine Learning
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Author : Cristina Oyarzun Laura
language : en
Publisher: Springer Nature
Release Date : 2021-11-13
Clinical Image Based Procedures Distributed And Collaborative Learning Artificial Intelligence For Combating Covid 19 And Secure And Privacy Preserving Machine Learning written by Cristina Oyarzun Laura and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2021-11-13 with Computers categories.
This book constitutes the refereed proceedings of the 10th International Workshop on Clinical Image-Based Procedures, CLIP 2021, Second MICCAI Workshop on Distributed and Collaborative Learning, DCL 2021, First MICCAI Workshop, LL-COVID19, First Secure and Privacy-Preserving Machine Learning for Medical Imaging Workshop and Tutorial, PPML 2021, held in conjunction with MICCAI 2021, in October 2021. The workshops were planned to take place in Strasbourg, France, but were held virtually due to the COVID-19 pandemic. CLIP 2021 accepted 9 papers from the 13 submissions received. It focuses on holistic patient models for personalized healthcare with the goal to bring basic research methods closer to the clinical practice. For DCL 2021, 4 papers from 7 submissions were accepted for publication. They deal with machine learning applied to problems where data cannot be stored in centralized databases and information privacy is a priority. LL-COVID19 2021 accepted 2 papers out of 3 submissions dealing with the use of AI models in clinical practice. And for PPML 2021, 2 papers were accepted from a total of 6 submissions, exploring the use of privacy techniques in the medical imaging community.