Ethical And Philosophical Issues In Medical Imaging Multimodal Learning And Fusion Across Scales For Clinical Decision Support And Topological Data Analysis For Biomedical Imaging

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Ethical and Philosophical Issues in Medical Imaging, Multimodal Learning and Fusion Across Scales for Clinical Decision Support, and Topological Data Analysis for Biomedical Imaging

Author : John S. H. Baxter
Publisher : Springer Nature
ISBN 13 : 3031232232
Total Pages : 144 pages
Book Rating : 4.0/5 (312 download)

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Book Synopsis Ethical and Philosophical Issues in Medical Imaging, Multimodal Learning and Fusion Across Scales for Clinical Decision Support, and Topological Data Analysis for Biomedical Imaging by : John S. H. Baxter

Download or read book Ethical and Philosophical Issues in Medical Imaging, Multimodal Learning and Fusion Across Scales for Clinical Decision Support, and Topological Data Analysis for Biomedical Imaging written by John S. H. Baxter and published by Springer Nature. This book was released on 2022-12-20 with total page 144 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the refereed joint proceedings of the 1st International Workshop on Ethical & Philosophical Issues in Medical Imaging (EPIMI 2022); the 12th International Workshop on Multimodal Learning and Fusion Across Scales for Clinical Decision Support (ML-CDS 2022) and the 2nd International Workshop on Topological Data Analysis for Biomedical Imaging (TDA4BiomedicalImaging 2022), held in conjunction with the 25th International Conference on Medical Imaging and Computer-Assisted Intervention, MICCAI 2022, in Singapore, in September 2022. EPIMI includes five short papers about various humanistic aspects of medical image computing and computer-assisted interventions. The ML-CDS papers discuss machine learning on multimodal data sets for clinical decision support and treatment planning. The TDA papers focus on Topological Data Analysis: a collection of techniques and tools that have matured from an increasing interest in the role topology plays in machine learning and data science.

Medical Image Computing and Computer Assisted Intervention – MICCAI 2023

Author : Hayit Greenspan
Publisher : Springer Nature
ISBN 13 : 3031439015
Total Pages : 838 pages
Book Rating : 4.0/5 (314 download)

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Book Synopsis Medical Image Computing and Computer Assisted Intervention – MICCAI 2023 by : Hayit Greenspan

Download or read book Medical Image Computing and Computer Assisted Intervention – MICCAI 2023 written by Hayit Greenspan and published by Springer Nature. This book was released on 2023-09-30 with total page 838 pages. Available in PDF, EPUB and Kindle. Book excerpt: The ten-volume set LNCS 14220, 14221, 14222, 14223, 14224, 14225, 14226, 14227, 14228, and 14229 constitutes the refereed proceedings of the 26th International Conference on Medical Image Computing and Computer-Assisted Intervention, MICCAI 2023, which was held in Vancouver, Canada, in October 2023. The 730 revised full papers presented were carefully reviewed and selected from a total of 2250 submissions. The papers are organized in the following topical sections: Part I: Machine learning with limited supervision and machine learning – transfer learning; Part II: Machine learning – learning strategies; machine learning – explainability, bias, and uncertainty; Part III: Machine learning – explainability, bias and uncertainty; image segmentation; Part IV: Image segmentation; Part V: Computer-aided diagnosis; Part VI: Computer-aided diagnosis; computational pathology; Part VII: Clinical applications – abdomen; clinical applications – breast; clinical applications – cardiac; clinical applications – dermatology; clinical applications – fetal imaging; clinical applications – lung; clinical applications – musculoskeletal; clinical applications – oncology; clinical applications – ophthalmology; clinical applications – vascular; Part VIII: Clinical applications – neuroimaging; microscopy; Part IX: Image-guided intervention, surgical planning, and data science; Part X: Image reconstruction and image registration.

Neuroethics and Neurodevelopment

Author :
Publisher : Elsevier
ISBN 13 : 0323993931
Total Pages : 308 pages
Book Rating : 4.3/5 (239 download)

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Book Synopsis Neuroethics and Neurodevelopment by :

Download or read book Neuroethics and Neurodevelopment written by and published by Elsevier. This book was released on 2023-08-22 with total page 308 pages. Available in PDF, EPUB and Kindle. Book excerpt: This volume focuses on topics at the intersection between neuroethics and neurodevelopment, and brings together the perspectives of experts in both clinical assessment and intervention, and researchers in child psychology, neurosciences, medicine, health policy, law, and social work. The goal is to review emerging issues related to the ethical ramifications of how variation in human neurodevelopment is described, and the effects of these descriptions on those with lived experience, clinical and intervention services, and health and social policy. Related topics are also explored including the effect of the Covid-19 pandemic, the ethics of invasive neurotechnology interventions, biomarkers, machine learning, precision medicine. Provides novel and original research on the emerging field of the legal regulation of neuroscience Takes an interdisciplinary approach, with chapters by global scholars from several disciplines, including law, philosophy and medicine Develops a global approach that will be useful in jurisdictions around the globe

Multimodal Learning for Clinical Decision Support and Clinical Image-Based Procedures

Author : Tanveer Syeda-Mahmood
Publisher : Springer Nature
ISBN 13 : 3030609464
Total Pages : 147 pages
Book Rating : 4.0/5 (36 download)

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Book Synopsis Multimodal Learning for Clinical Decision Support and Clinical Image-Based Procedures by : Tanveer Syeda-Mahmood

Download or read book Multimodal Learning for Clinical Decision Support and Clinical Image-Based Procedures written by Tanveer Syeda-Mahmood and published by Springer Nature. This book was released on 2020-10-03 with total page 147 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the refereed joint proceedings of the 10th International Workshop on Multimodal Learning for Clinical Decision Support, ML-CDS 2020, and the 9th International Workshop on Clinical Image-Based Procedures, CLIP 2020, held in conjunction with the 23rd International Conference on Medical Imaging and Computer-Assisted Intervention, MICCAI 2020, in Lima, Peru, in October 2020. The workshops were held virtually due to the COVID-19 pandemic. The 4 full papers presented at ML-CDS 2020 and the 9 full papers presented at CLIP 2020 were carefully reviewed and selected from numerous submissions to ML-CDS and 10 submissions to CLIP. The ML-CDS papers discuss machine learning on multimodal data sets for clinical decision support and treatment planning. The CLIP workshops provides a forum for work centered on specific clinical applications, including techniques and procedures based on comprehensive clinical image and other data.

Deep Learning in Medical Image Analysis and Multimodal Learning for Clinical Decision Support

Author : M. Jorge Cardoso
Publisher : Springer
ISBN 13 : 9783319675572
Total Pages : 385 pages
Book Rating : 4.6/5 (755 download)

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Book Synopsis Deep Learning in Medical Image Analysis and Multimodal Learning for Clinical Decision Support by : M. Jorge Cardoso

Download or read book Deep Learning in Medical Image Analysis and Multimodal Learning for Clinical Decision Support written by M. Jorge Cardoso and published by Springer. This book was released on 2017-09-09 with total page 385 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the refereed joint proceedings of the Third International Workshop on Deep Learning in Medical Image Analysis, DLMIA 2017, and the 6th International Workshop on Multimodal Learning for Clinical Decision Support, ML-CDS 2017, held in conjunction with the 20th International Conference on Medical Imaging and Computer-Assisted Intervention, MICCAI 2017, in Québec City, QC, Canada, in September 2017. The 38 full papers presented at DLMIA 2017 and the 5 full papers presented at ML-CDS 2017 were carefully reviewed and selected. The DLMIA papers focus on the design and use of deep learning methods in medical imaging. The ML-CDS papers discuss new techniques of multimodal mining/retrieval and their use in clinical decision support.

Ethical and Legal Issues for Imaging Professionals

Author : Doreen M. Towsley-Cook
Publisher : Mosby
ISBN 13 :
Total Pages : 328 pages
Book Rating : 4.0/5 ( download)

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Book Synopsis Ethical and Legal Issues for Imaging Professionals by : Doreen M. Towsley-Cook

Download or read book Ethical and Legal Issues for Imaging Professionals written by Doreen M. Towsley-Cook and published by Mosby. This book was released on 2007 with total page 328 pages. Available in PDF, EPUB and Kindle. Book excerpt: This examination of ethical and legal principles and issues provides vital information for radiography, ultrasound, nuclear medicine, and radiation professionals. It discusses the foundations of ethics for technologists, then enters into a discussion of applicable law, with each chapter divided into two sections of ethical issues and legal issues. Learning activities and current event discussions help the readers learn and remember information so they can use it in real life.

Data-Driven Clinical Decision-Making Using Deep Learning in Imaging

Author : M. F. Mridha
Publisher : Springer
ISBN 13 : 9789819739653
Total Pages : 0 pages
Book Rating : 4.7/5 (396 download)

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Book Synopsis Data-Driven Clinical Decision-Making Using Deep Learning in Imaging by : M. F. Mridha

Download or read book Data-Driven Clinical Decision-Making Using Deep Learning in Imaging written by M. F. Mridha and published by Springer. This book was released on 2024-08-25 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book explores cutting-edge medical imaging advancements and their applications in clinical decision-making. The book contains various topics, methodologies, and applications, providing readers with a comprehensive understanding of the field's current state and prospects. It begins with exploring domain adaptation in medical imaging and evaluating the effectiveness of transfer learning to overcome challenges associated with limited labeled data. The subsequent chapters delve into specific applications, such as improving kidney lesion classification in CT scans, elevating breast cancer research through attention-based U-Net architecture for segmentation and classifying brain MRI images for neurological disorders. Furthermore, the book addresses the development of multimodal machine learning models for brain tumor prognosis, the identification of unique dermatological signatures using deep transfer learning, and the utilization of generative adversarial networks to enhance breast cancer detection systems by augmenting mammogram images. Additionally, the authors present a privacy-preserving approach for breast cancer risk prediction using federated learning, ensuring the confidentiality and security of sensitive patient data. This book brings together a global network of experts from various corners of the world, reflecting the truly international nature of its research.

Machine Learning and Multi-Modal Image Analysis for Image-Guided Therapy and Clinical Decision Support

Author : Jennifer Nitsch
Publisher :
ISBN 13 :
Total Pages : 0 pages
Book Rating : 4.:/5 (118 download)

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Book Synopsis Machine Learning and Multi-Modal Image Analysis for Image-Guided Therapy and Clinical Decision Support by : Jennifer Nitsch

Download or read book Machine Learning and Multi-Modal Image Analysis for Image-Guided Therapy and Clinical Decision Support written by Jennifer Nitsch and published by . This book was released on 2020 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Multimodality Imaging

Author : Jasjit S. Suri
Publisher : IOP Publishing Limited
ISBN 13 : 9780750322423
Total Pages : 0 pages
Book Rating : 4.3/5 (224 download)

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Book Synopsis Multimodality Imaging by : Jasjit S. Suri

Download or read book Multimodality Imaging written by Jasjit S. Suri and published by IOP Publishing Limited. This book was released on 2022-11-16 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: This research and reference text explores the finer details of Deep Learning models. It provides a brief outline on popular models including convolution neural networks (CNN), deep belief networks (DBN), autoencoders, residual neural networks (Res Nets). The text discusses some of the Deep Learning-based applications in gene identification. Sections in the book explore the foundation and necessity of deep learning in radiology, the application of deep learning in the area of cardiovascular imaging and deep learning applications in the area of fatty liver disease characterization and COVID19, respectively. This reference text is highly relevant for medical professionals and researchers in the area of AI in medical imaging. Key Features: Discusses various diseases related to lung, heart, peripheral arterial imaging, as well as gene expression characterization and classification Explores imaging applications, their complexities and the Deep Learning models employed to resolve them in detail Provides state-of-the-art contributions while addressing doubts in multimodal research Details the future of deep learning and big data in medical imaging

Multimodal Representation Learning for Medical Image Analysis

Author : Ruizhi Liao (Scientist in computer science)
Publisher :
ISBN 13 :
Total Pages : 0 pages
Book Rating : 4.:/5 (134 download)

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Book Synopsis Multimodal Representation Learning for Medical Image Analysis by : Ruizhi Liao (Scientist in computer science)

Download or read book Multimodal Representation Learning for Medical Image Analysis written by Ruizhi Liao (Scientist in computer science) and published by . This book was released on 2021 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: Developing such image models demands large training data. Although digital medical images have become increasingly available, limited structured image labels for the image model training have remained a bottleneck. To overcome this challenge, I have built machine learning algorithms for medical image model development by exploiting other clinical data.

Multimodal Brain Image Analysis

Author : Pew-Thian Yap
Publisher : Springer
ISBN 13 : 9783642335297
Total Pages : 226 pages
Book Rating : 4.3/5 (352 download)

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Book Synopsis Multimodal Brain Image Analysis by : Pew-Thian Yap

Download or read book Multimodal Brain Image Analysis written by Pew-Thian Yap and published by Springer. This book was released on 2012-08-22 with total page 226 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the refereed proceedings of the Second International Workshop on Multimodal Brain Image Analysis, held in conjunction with MICCAI 2012, in Nice, France, in October 2012. The 19 revised full papers presented were carefully reviewed and selected from numerous submissions. The objective of this workshop is to forward the state of the art in analysis methodologies, algorithms, software systems, validation approaches, benchmark datasets, neuroscience, and clinical applications.

Converging Technologies for Improving Human Performance

Author : Mihail C. Roco
Publisher : Springer Science & Business Media
ISBN 13 : 9401703590
Total Pages : 477 pages
Book Rating : 4.4/5 (17 download)

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Book Synopsis Converging Technologies for Improving Human Performance by : Mihail C. Roco

Download or read book Converging Technologies for Improving Human Performance written by Mihail C. Roco and published by Springer Science & Business Media. This book was released on 2013-04-17 with total page 477 pages. Available in PDF, EPUB and Kindle. Book excerpt: M. C. Roco and W.S. Bainbridge In the early decades of the 21st century, concentrated efforts can unify science based on the unity of nature, thereby advancing the combination of nanotechnology, biotechnology, information technology, and new technologies based in cognitive science. With proper attention to ethical issues and societal needs, converging in human abilities, societal technologies could achieve a tremendous improvement outcomes, the nation's productivity, and the quality of life. This is a broad, cross cutting, emerging and timely opportunity of interest to individuals, society and humanity in the long term. The phrase "convergent technologies" refers to the synergistic combination of four major "NBIC" (nano-bio-info-cogno) provinces of science and technology, each of which is currently progressing at a rapid rate: (a) nanoscience and nanotechnology; (b) biotechnology and biomedicine, including genetic engineering; (c) information technology, including advanced computing and communications; (d) cognitive science, including cognitive neuroscience. Timely and Broad Opportunity. Convergence of diverse technologies is based on material unity at the nanoscale and on technology integration from that scale.

Artificial Intelligence in Medicine

Author : Lei Xing
Publisher : Academic Press
ISBN 13 : 0128212586
Total Pages : 570 pages
Book Rating : 4.1/5 (282 download)

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Book Synopsis Artificial Intelligence in Medicine by : Lei Xing

Download or read book Artificial Intelligence in Medicine written by Lei Xing and published by Academic Press. This book was released on 2020-09-03 with total page 570 pages. Available in PDF, EPUB and Kindle. Book excerpt: Artificial Intelligence Medicine: Technical Basis and Clinical Applications presents a comprehensive overview of the field, ranging from its history and technical foundations, to specific clinical applications and finally to prospects. Artificial Intelligence (AI) is expanding across all domains at a breakneck speed. Medicine, with the availability of large multidimensional datasets, lends itself to strong potential advancement with the appropriate harnessing of AI. The integration of AI can occur throughout the continuum of medicine: from basic laboratory discovery to clinical application and healthcare delivery. Integrating AI within medicine has been met with both excitement and scepticism. By understanding how AI works, and developing an appreciation for both limitations and strengths, clinicians can harness its computational power to streamline workflow and improve patient care. It also provides the opportunity to improve upon research methodologies beyond what is currently available using traditional statistical approaches. On the other hand, computers scientists and data analysts can provide solutions, but often lack easy access to clinical insight that may help focus their efforts. This book provides vital background knowledge to help bring these two groups together, and to engage in more streamlined dialogue to yield productive collaborative solutions in the field of medicine. Provides history and overview of artificial intelligence, as narrated by pioneers in the field Discusses broad and deep background and updates on recent advances in both medicine and artificial intelligence that enabled the application of artificial intelligence Addresses the ever-expanding application of this novel technology and discusses some of the unique challenges associated with such an approach

Analysing Design Activity

Author : Nigel Cross
Publisher : Wiley
ISBN 13 : 9780471960607
Total Pages : 0 pages
Book Rating : 4.9/5 (66 download)

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Book Synopsis Analysing Design Activity by : Nigel Cross

Download or read book Analysing Design Activity written by Nigel Cross and published by Wiley. This book was released on 1997-01-23 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: Design encompasses some of the highest cognitive abilities of human beings, including creativity, synthesis and problem solving. A substantial and varied range of research methods has been developed and adopted for the analysis of design activity, but until now it has been difficult to compare the work of different researchers using different methods. This book contains the results of an international workshop held in Delft, The Netherlands, which focused on one particular research method, that of protocol analysis. Researchers from seventeen different leading centres around the world were invited to analyse the same video recordings of designers working on an engineering product design. The 20 chapters in this book are the records of that workshop, providing rich insights into the design process and an overview of accumulated knowledge on design from these researchers. There is also a discussion of the properties and limitations of protocol analysis as a research technique for analysing design activity. The book is a substantial contribution to developing understanding of the nature of design activity, and is of value to researchers, teachers and practitioners of design.

Biomedical Image Analysis

Author : Rangaraj M. Rangayyan
Publisher : CRC Press
ISBN 13 : 0203492544
Total Pages : 1312 pages
Book Rating : 4.2/5 (34 download)

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Book Synopsis Biomedical Image Analysis by : Rangaraj M. Rangayyan

Download or read book Biomedical Image Analysis written by Rangaraj M. Rangayyan and published by CRC Press. This book was released on 2004-12-30 with total page 1312 pages. Available in PDF, EPUB and Kindle. Book excerpt: Computers have become an integral part of medical imaging systems and are used for everything from data acquisition and image generation to image display and analysis. As the scope and complexity of imaging technology steadily increase, more advanced techniques are required to solve the emerging challenges. Biomedical Image Analysis demonstr

Varieties of Thinking

Author : Vernon Alfred Howard
Publisher :
ISBN 13 :
Total Pages : 200 pages
Book Rating : 4.3/5 (91 download)

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Book Synopsis Varieties of Thinking by : Vernon Alfred Howard

Download or read book Varieties of Thinking written by Vernon Alfred Howard and published by . This book was released on 1990 with total page 200 pages. Available in PDF, EPUB and Kindle. Book excerpt: A collection of essays discussing the philosophical perspectives of thinking and education, this book considers such subjects as the development of education, the role of micro-computers in science education and theories of education.

Genre in a Changing World

Author : Charles Bazerman
Publisher : Parlor Press LLC
ISBN 13 : 1643170015
Total Pages : 486 pages
Book Rating : 4.6/5 (431 download)

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Book Synopsis Genre in a Changing World by : Charles Bazerman

Download or read book Genre in a Changing World written by Charles Bazerman and published by Parlor Press LLC. This book was released on 2009-09-16 with total page 486 pages. Available in PDF, EPUB and Kindle. Book excerpt: Genre studies and genre approaches to literacy instruction continue to develop in many regions and from a widening variety of approaches. Genre has provided a key to understanding the varying literacy cultures of regions, disciplines, professions, and educational settings. GENRE IN A CHANGING WORLD provides a wide-ranging sampler of the remarkable variety of current work. The twenty-four chapters in this volume, reflecting the work of scholars in Europe, Australasia, and North and South America, were selected from the over 400 presentations at SIGET IV (the Fourth International Symposium on Genre Studies) held on the campus of UNISUL in Tubarão, Santa Catarina, Brazil in August 2007—the largest gathering on genre to that date. The chapters also represent a wide variety of approaches, including rhetoric, Systemic Functional Linguistics, media and critical cultural studies, sociology, phenomenology, enunciation theory, the Geneva school of educational sequences, cognitive psychology, relevance theory, sociocultural psychology, activity theory, Gestalt psychology, and schema theory. Sections are devoted to theoretical issues, studies of genres in the professions, studies of genre and media, teaching and learning genre, and writing across the curriculum. The broad selection of material in this volume displays the full range of contemporary genre studies and sets the ground for a next generation of work.