Multimodal Retrieval In The Medical Domain PDF Download
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Author | : Henning Müller |
Publisher | : Springer |
Total Pages | : 158 |
Release | : 2015-12-21 |
Genre | : Computers |
ISBN | : 331924471X |
Download Multimodal Retrieval in the Medical Domain Book in PDF, ePub and Kindle
This book constitutes the proceedings of the First International Workshop on Multimodal Retrieval in the Medical Domain, MRMD 2015, held in Vienna, Austria, on March 29, 2015. The workshop was held in connection with ECIR 2015. The 14 full papers presented, including one invited paper, a workshop overview and five papers on the VISCERAL Retrieval Benchmark, were carefully reviewed and selected from 18 submissions. The papers focus on the following topics: importance of data other than text for information retrieval; semantic data analysis; scalability approaches towards big data sets.
Author | : Man Luo |
Publisher | : Springer Nature |
Total Pages | : 170 |
Release | : |
Genre | : |
ISBN | : 3031578163 |
Download Advances in Multimodal Information Retrieval and Generation Book in PDF, ePub and Kindle
Author | : Sidong Liu |
Publisher | : Springer |
Total Pages | : 153 |
Release | : 2017-01-11 |
Genre | : Computers |
ISBN | : 9811035334 |
Download Multimodal Neuroimaging Computing for the Characterization of Neurodegenerative Disorders Book in PDF, ePub and Kindle
This thesis covers various facets of brain image computing methods and illustrates the scientific understanding of neurodegenerative disorders based on four general aspects of multimodal neuroimaging computing: neuroimaging data pre-processing, brain feature modeling, pathological pattern analysis, and translational model development. It demonstrates how multimodal neuroimaging computing techniques can be integrated and applied to neurodegenerative disease research and management, highlighting relevant examples and case studies. Readers will also discover a number of interesting extension topics in longitudinal neuroimaging studies, subject-centered analysis, and the brain connectome. As such, the book will benefit all health informatics postgraduates, neuroscience researchers, neurology and psychiatry practitioners, and policymakers who are interested in medical image computing and computer-assisted interventions. “br>
Author | : M. Jorge Cardoso |
Publisher | : Springer |
Total Pages | : 399 |
Release | : 2017-09-07 |
Genre | : Computers |
ISBN | : 3319675583 |
Download Deep Learning in Medical Image Analysis and Multimodal Learning for Clinical Decision Support Book in PDF, ePub and Kindle
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.
Author | : Ayman El-Baz |
Publisher | : CRC Press |
Total Pages | : 247 |
Release | : 2019-11-05 |
Genre | : Computers |
ISBN | : 1351380729 |
Download Big Data in Multimodal Medical Imaging Book in PDF, ePub and Kindle
There is an urgent need to develop and integrate new statistical, mathematical, visualization, and computational models with the ability to analyze Big Data in order to retrieve useful information to aid clinicians in accurately diagnosing and treating patients. The main focus of this book is to review and summarize state-of-the-art big data and deep learning approaches to analyze and integrate multiple data types for the creation of a decision matrix to aid clinicians in the early diagnosis and identification of high risk patients for human diseases and disorders. Leading researchers will contribute original research book chapters analyzing efforts to solve these important problems.
Author | : Allan Hanbury |
Publisher | : Springer |
Total Pages | : 882 |
Release | : 2015-03-16 |
Genre | : Computers |
ISBN | : 331916354X |
Download Advances in Information Retrieval Book in PDF, ePub and Kindle
This book constitutes the proceedings of the 37th European Conference on IR Research, ECIR 2015, held in Vienna, Austria, in March/April 2015. The 44 full papers, 41 poster papers and 7 demonstrations presented together with 3 keynotes in this volume were carefully reviewed and selected from 305 submissions. The focus of the papers were on following topics: aggregated search and diversity, classification, cross-lingual and discourse, efficiency, evaluation, event mining and summarisation, information extraction, recommender systems, semantic and graph-based models, sentiment and opinion, social media, specific search tasks, temporal models and features, topic and document models, user behavior and reproducible IR.
Author | : Smriti Srivastava |
Publisher | : Springer Nature |
Total Pages | : 212 |
Release | : 2021-09-23 |
Genre | : Technology & Engineering |
ISBN | : 3030761673 |
Download Concepts and Real-Time Applications of Deep Learning Book in PDF, ePub and Kindle
This book provides readers with a comprehensive and recent exposition in deep learning and its multidisciplinary applications, with a concentration on advances of deep learning architectures. The book discusses various artificial intelligence (AI) techniques based on deep learning architecture with applications in natural language processing, semantic knowledge, forecasting and many more. The authors shed light on various applications that can benefit from the use of deep learning in pattern recognition, person re-identification in surveillance videos, action recognition in videos, image and video captioning. The book also highlights how deep learning concepts can be interwoven with more modern concepts to yield applications in multidisciplinary fields. Presents a comprehensive look at deep learning and its multidisciplinary applications, concentrating on advances of deep learning architectures; Includes a survey of deep learning problems and solutions, identifying the main open issues, innovations and latest technologies; Shows industrial deep learning in practice with examples/cases, efforts, challenges, and strategic approaches.
Author | : Rijwan Khan |
Publisher | : Bentham Science Publishers |
Total Pages | : 383 |
Release | : 2022-09-23 |
Genre | : Computers |
ISBN | : 9815036106 |
Download Artificial Intelligence and Natural Algorithms Book in PDF, ePub and Kindle
This book informs the reader about applications of Artificial Intelligence (AI) and nature-inspired algorithms in different situations. Each chapter in this book is written by topic experts on AI, nature-inspired algorithms and data science. The basic concepts relevant to these topics are explained, including evolutionary computing (EC), artificial neural networks (ANN), swarm intelligence (SI), and fuzzy systems (FS). Additionally, the book also covers optimization algorithms for data analysis. The contents include algorithms that can be used in systems designed for plant science research, load balancing, environmental analysis and healthcare. The goal of the book is to equip the reader - students and data analysts - with the information needed to apply basic AI algorithms to resolve actual problems encountered in a professional environment.
Author | : Henning Mueller |
Publisher | : Springer Science & Business Media |
Total Pages | : 161 |
Release | : 2012-03 |
Genre | : Business & Economics |
ISBN | : 3642284590 |
Download Medical Content-Based Retrieval for Clinical Decision Support Book in PDF, ePub and Kindle
This book constitutes the refereed proceedings of the Second MICCAI Workshop on Medical Content-Based Retrieval for Clinical Decision Support, MCBR-CBS 2011, held in Toronto, Canada, in September 2011. The 11 revised full papers presented together with 2 invited talks were carefully reviewed and selected from 17 submissions. The papers are divided on several topics on medical image retrieval with textual approaches, visual word based approaches, applications and multidimensional retrieval.
Author | : Marleen de Bruijne |
Publisher | : Springer Nature |
Total Pages | : 873 |
Release | : 2021-09-23 |
Genre | : Computers |
ISBN | : 3030872408 |
Download Medical Image Computing and Computer Assisted Intervention – MICCAI 2021 Book in PDF, ePub and Kindle
The eight-volume set LNCS 12901, 12902, 12903, 12904, 12905, 12906, 12907, and 12908 constitutes the refereed proceedings of the 24th International Conference on Medical Image Computing and Computer-Assisted Intervention, MICCAI 2021, held in Strasbourg, France, in September/October 2021.* The 531 revised full papers presented were carefully reviewed and selected from 1630 submissions in a double-blind review process. The papers are organized in the following topical sections: Part I: image segmentation Part II: machine learning - self-supervised learning; machine learning - semi-supervised learning; and machine learning - weakly supervised learning Part III: machine learning - advances in machine learning theory; machine learning - attention models; machine learning - domain adaptation; machine learning - federated learning; machine learning - interpretability / explainability; and machine learning - uncertainty Part IV: image registration; image-guided interventions and surgery; surgical data science; surgical planning and simulation; surgical skill and work flow analysis; and surgical visualization and mixed, augmented and virtual reality Part V: computer aided diagnosis; integration of imaging with non-imaging biomarkers; and outcome/disease prediction Part VI: image reconstruction; clinical applications - cardiac; and clinical applications - vascular Part VII: clinical applications - abdomen; clinical applications - breast; clinical applications - dermatology; clinical applications - fetal imaging; clinical applications - lung; clinical applications - neuroimaging - brain development; clinical applications - neuroimaging - DWI and tractography; clinical applications - neuroimaging - functional brain networks; clinical applications - neuroimaging – others; and clinical applications - oncology Part VIII: clinical applications - ophthalmology; computational (integrative) pathology; modalities - microscopy; modalities - histopathology; and modalities - ultrasound *The conference was held virtually.