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Author : Bjoern Menze,Spyridon Bakas
Publisher : Frontiers Media SA
Page : 324 pages
File Size : 52,9 Mb
Release : 2021-08-10
Category : Science
ISBN : 9782889711703
Author : Alessandro Crimi,Bjoern Menze,Oskar Maier,Mauricio Reyes,Heinz Handels
Publisher : Springer
Page : 0 pages
File Size : 40,6 Mb
Release : 2016-03-19
Category : Computers
ISBN : 3319308572
This book constitutes the thoroughly refereed post-workshop proceedings of the International Workshop on Brain Lesion (BrainLes), Brain Tumor Segmentation (BRATS) and Ischemic Stroke Lesion Segmentation (ISLES), held in Munich, Germany, on October 5, 2015, in conjunction with the International Conference on Conference on Medical Image Computing and Computer-Assisted Intervention, MICCAI 2015. The 25 papers presented in this volume were carefully reviewed and selected from 28 submissions. They are grouped around the following topics: brain lesion image analysis; brain tumor image segmentation; ischemic stroke lesion image segmentation.
Author : Alessandro Crimi,Spyridon Bakas,Hugo Kuijf,Bjoern Menze,Mauricio Reyes
Publisher : Springer
Page : 517 pages
File Size : 52,6 Mb
Release : 2018-02-16
Category : Computers
ISBN : 9783319752389
This book constitutes revised selected papers from the Third International MICCAI Brainlesion Workshop, BrainLes 2017, as well as the International Multimodal Brain Tumor Segmentation, BraTS, and White Matter Hyperintensities, WMH, segmentation challenges, which were held jointly at the Medical Image computing for Computer Assisted Intervention Conference, MICCAI, in Quebec City, Canada, in September 2017. The 40 papers presented in this volume were carefully reviewed and selected from 46 submissions. They were organized in topical sections named: brain lesion image analysis; brain tumor image segmentation; and ischemic stroke lesion image segmentation.
Author : Alessandro Crimi,Spyridon Bakas
Publisher : Springer
Page : 0 pages
File Size : 45,7 Mb
Release : 2020-05-17
Category : Computers
ISBN : 3030466396
The two-volume set LNCS 11992 and 11993 constitutes the thoroughly refereed proceedings of the 5th International MICCAI Brainlesion Workshop, BrainLes 2019, the International Multimodal Brain Tumor Segmentation (BraTS) challenge, the Computational Precision Medicine: Radiology-Pathology Challenge on Brain Tumor Classification (CPM-RadPath) challenge, as well as the tutorial session on Tools Allowing Clinical Translation of Image Computing Algorithms (TACTICAL). These were held jointly at the Medical Image Computing for Computer Assisted Intervention Conference, MICCAI, in Shenzhen, China, in October 2019. The revised selected papers presented in these volumes were organized in the following topical sections: brain lesion image analysis (12 selected papers from 32 submissions); brain tumor image segmentation (57 selected papers from 102 submissions); combined MRI and pathology brain tumor classification (4 selected papers from 5 submissions); tools allowing clinical translation of image computing algorithms (2 selected papers from 3 submissions.)
Author : J. Dinesh Peter,Steven L. Fernandes,Amir H. Alavi
Publisher : Springer Nature
Page : 625 pages
File Size : 47,8 Mb
Release : 2020-07-25
Category : Technology & Engineering
ISBN : 9789811552854
This book is a compendium of the proceedings of the International Conference on Big-Data and Cloud Computing. The papers discuss the recent advances in the areas of big data analytics, data analytics in cloud, smart cities and grid, etc. This volume primarily focuses on the application of knowledge which promotes ideas for solving problems of the society through cutting-edge big-data technologies. The essays featured in this proceeding provide novel ideas that contribute for the growth of world class research and development. It will be useful to researchers in the area of advanced engineering sciences.
Author : Asit Kumar Das,Janmenjoy Nayak,Bighnaraj Naik,Soumen Kumar Pati,Danilo Pelusi
Publisher : Springer
Page : 1046 pages
File Size : 52,8 Mb
Release : 2019-08-17
Category : Technology & Engineering
ISBN : 9789811390425
This book presents practical development experiences in different areas of data analysis and pattern recognition, focusing on soft computing technologies, clustering and classification algorithms, rough set and fuzzy set theory, evolutionary computations, neural science and neural network systems, image processing, combinatorial pattern matching, social network analysis, audio and video data analysis, data mining in dynamic environments, bioinformatics, hybrid computing, big data analytics and deep learning. It also provides innovative solutions to the challenges in these areas and discusses recent developments.
Author : Qingshan Liu,Hanzi Wang,Zhanyu Ma,Weishi Zheng,Hongbin Zha,Xilin Chen,Liang Wang,Rongrong Ji
Publisher : Springer Nature
Page : 542 pages
File Size : 55,9 Mb
Release : 2024-01-25
Category : Computers
ISBN : 9789819984695
The 13-volume set LNCS 14425-14437 constitutes the refereed proceedings of the 6th Chinese Conference on Pattern Recognition and Computer Vision, PRCV 2023, held in Xiamen, China, during October 13–15, 2023. The 532 full papers presented in these volumes were selected from 1420 submissions. The papers have been organized in the following topical sections: Action Recognition, Multi-Modal Information Processing, 3D Vision and Reconstruction, Character Recognition, Fundamental Theory of Computer Vision, Machine Learning, Vision Problems in Robotics, Autonomous Driving, Pattern Classification and Cluster Analysis, Performance Evaluation and Benchmarks, Remote Sensing Image Interpretation, Biometric Recognition, Face Recognition and Pose Recognition, Structural Pattern Recognition, Computational Photography, Sensing and Display Technology, Video Analysis and Understanding, Vision Applications and Systems, Document Analysis and Recognition, Feature Extraction and Feature Selection, Multimedia Analysis and Reasoning, Optimization and Learning methods, Neural Network and Deep Learning, Low-Level Vision and Image Processing, Object Detection, Tracking and Identification, Medical Image Processing and Analysis.
Author : Alessandro Crimi,Spyridon Bakas
Publisher : Unknown
Page : 544 pages
File Size : 52,6 Mb
Release : 2021
Category : Brain
ISBN : 3030720853
This two-volume set LNCS 12658 and 12659 constitutes the thoroughly refereed proceedings of the 6th International MICCAI Brainlesion Workshop, BrainLes 2020, the International Multimodal Brain Tumor Segmentation (BraTS) challenge, and the Computational Precision Medicine: Radiology-Pathology Challenge on Brain Tumor Classification (CPM-RadPath) challenge. These were held jointly at the 23rd Medical Image Computing for Computer Assisted Intervention Conference, MICCAI 2020, in Lima, Peru, in October 2020.* The revised selected papers presented in these volumes were organized in the following topical sections: brain lesion image analysis (16 selected papers from 21 submissions); brain tumor image segmentation (69 selected papers from 75 submissions); and computational precision medicine: radiology-pathology challenge on brain tumor classification (6 selected papers from 6 submissions). *The workshop and challenges were held virtually.
Author : Kunal Pal,Bala Chakravarthy Neelapu,J. Sivaraman
Publisher : Elsevier
Page : 632 pages
File Size : 55,9 Mb
Release : 2024-06-03
Category : Science
ISBN : 9780443153921
Artificial Intelligence in health care has become one of the best assisting techniques for clinicians in proper diagnosis and surgery. In biomedical applications, artificial intelligence algorithms are explored for bio-signals such as electrocardiogram (ECG/ EKG), electrooculogram (EOG), electromyogram (EMG), electroencephalogram (EEG), blood pressure, heart rate, nerve conduction, etc., and for bio-imaging modalities, such as Computed Tomography (CT), Cone-Beam Computed Tomography (CBCT), MRI (Magnetic Resonance Imaging), etc. Advancements in Artificial intelligence and big data has increased the development of innovative medical devices in health care applications. Recent Advances in Artificial Intelligence: Medical Applications provides an overview of artificial intelligence in biomedical applications including both bio-signals and bio-imaging modalities. The chapters contain a mathematical formulation of algorithms and their applications in biomedical field including case studies. Biomedical engineers, advanced students, and researchers can use this book to apply their knowledge in artificial intelligence-based processes to biological signals, implement mathematical models and advanced algorithms, as well as develop AI-based medical devices. Covers the recent advancements of artificial intelligence in healthcare, including case studies on how this technology can be used Provides an understanding of the design of experiments to validate the developed algorithms Presents an understanding of the versatile application of artificial intelligence in bio-signal and bio-image processing techniques
Author : David Schiff,M J Van den Bent
Publisher : Elsevier
Page : 304 pages
File Size : 44,7 Mb
Release : 2018-01-04
Category : Medical
ISBN : 9780444638793
Metastatic Disease of the Nervous System, Volume 149, begins with an overview of the impact and range of direct neoplastic involvement of the central and peripheral nervous system, comprehensively reviewing all aspects of brain metastases, from clinical, radiological and neuropathological manifestations, to the roles of surgery, radiation, systemic and palliative therapy in their management, and the complications of these interventions. The clinical manifestations, diagnosis and treatment of leptomeningeal, dural, spinal epidural and plexus metastases are also covered in detail. Covers all aspects of brain metastases, from clinical, radiological and neuropathological manifestations, to the roles of surgery, radiation, systemic and palliative therapy Presents a multidisciplinary review of the evidence regarding accuracy of diagnostic testing and evidence-based reviews of therapies Addresses metastatic diseases of the nervous system for residents, fellows and clinicians in neurology and oncology
Author : Spyridon Bakas,Alessandro Crimi,Ujjwal Baid,Sylwia Malec,Monika Pytlarz,Bhakti Baheti,Maximilian Zenk,Reuben Dorent
Publisher : Springer Nature
Page : 294 pages
File Size : 42,7 Mb
Release : 2023-07-17
Category : Computers
ISBN : 9783031338427
This book constitutes the refereed proceedings of the 8th International MICCAI Brainlesion Workshop, BrainLes 2022, as well as the Brain Tumor Segmentation (BraTS) Challenge, the Brain Tumor Sequence Registration (BraTS-Reg) Challenge, the Cross-Modality Domain Adaptation (CrossMoDA) Challenge, and the Federated Tumor Segmentation (FeTS) Challenge. These were held jointly at the Medical Image Computing for Computer Assisted Intervention Conference, MICCAI 2022, in September 2022. The 46 revised full papers presented in these volumes were selected form 65 submissions.The presented contributions describe the research of computational scientists and clinical researchers working on brain lesions - specifically glioma, multiple sclerosis, cerebral stroke, traumatic brain injuries, vestibular schwannoma, and white matter hyper-intensities of presumed vascular origin.
Author : Linwei Wang,Qi Dou,P. Thomas Fletcher,Stefanie Speidel,Shuo Li
Publisher : Springer Nature
Page : 775 pages
File Size : 40,6 Mb
Release : 2022-09-15
Category : Computers
ISBN : 9783031164439
The eight-volume set LNCS 13431, 13432, 13433, 13434, 13435, 13436, 13437, and 13438 constitutes the refereed proceedings of the 25th International Conference on Medical Image Computing and Computer-Assisted Intervention, MICCAI 2022, which was held in Singapore in September 2022. The 574 revised full papers presented were carefully reviewed and selected from 1831 submissions in a double-blind review process. The papers are organized in the following topical sections: Part I: Brain development and atlases; DWI and tractography; functional brain networks; neuroimaging; heart and lung imaging; dermatology; Part II: Computational (integrative) pathology; computational anatomy and physiology; ophthalmology; fetal imaging; Part III: Breast imaging; colonoscopy; computer aided diagnosis; Part IV: Microscopic image analysis; positron emission tomography; ultrasound imaging; video data analysis; image segmentation I; Part V: Image segmentation II; integration of imaging with non-imaging biomarkers; Part VI: Image registration; image reconstruction; Part VII: Image-Guided interventions and surgery; outcome and disease prediction; surgical data science; surgical planning and simulation; machine learning – domain adaptation and generalization; Part VIII: Machine learning – weakly-supervised learning; machine learning – model interpretation; machine learning – uncertainty; machine learning theory and methodologies.
Author : Himansu Das,Prasant Kumar Pattnaik,Siddharth Swarup Rautaray,Kuan-Ching Li
Publisher : Springer Nature
Page : 665 pages
File Size : 49,5 Mb
Release : 2020-03-26
Category : Technology & Engineering
ISBN : 9789811524141
This book focuses on new and original research ideas and findings in three broad areas: computing, analytics, and networking and their potential applications in the various domains of engineering – an emerging, interdisciplinary area in which a wide range of theories and methodologies are being investigated and developed to tackle complex and challenging real-world problems. The book also features keynote presentations and papers from the International Conference on Computing Analytics and Networking (ICCAN 2019), which offers an open forum for scientists, researchers and technocrats in academia and industry from around the globe to present and share state-of-the-art concepts, prototypes, and innovative research ideas in diverse fields. Providing inspiration for postgraduate students and young researchers working in the field of computer science & engineering, the book also discusses hardware technologies and future communication technologies, making it useful for those in the field of electronics.
Author : Alessandro Crimi,Spyridon Bakas,Hugo Kuijf,Farahani Keyvan,Mauricio Reyes,Theo van Walsum
Publisher : Springer
Page : 0 pages
File Size : 52,6 Mb
Release : 2019-01-26
Category : Computers
ISBN : 3030117227
This two-volume set LNCS 11383 and 11384 constitutes revised selected papers from the 4th International MICCAI Brainlesion Workshop, BrainLes 2018, as well as the International Multimodal Brain Tumor Segmentation, BraTS, Ischemic Stroke Lesion Segmentation, ISLES, MR Brain Image Segmentation, MRBrainS18, Computational Precision Medicine, CPM, and Stroke Workshop on Imaging and Treatment Challenges, SWITCH, which were held jointly at the Medical Image Computing for Computer Assisted Intervention Conference, MICCAI, in Granada, Spain, in September 2018. The 92 papers presented in this volume were carefully reviewed and selected from 95 submissions. They were organized in topical sections named: brain lesion image analysis; brain tumor image segmentation; ischemic stroke lesion image segmentation; grand challenge on MR brain segmentation; computational precision medicine; stroke workshop on imaging and treatment challenges.
Author : Pancham Shukla,Rajanikanth Aluvalu,Shilpa Gite,Uma Maheswari
Publisher : Walter de Gruyter GmbH & Co KG
Page : 457 pages
File Size : 51,9 Mb
Release : 2023-02-20
Category : Computers
ISBN : 9783110756821
This book focuses on the latest developments in the fields of visual AI, image processing and computer vision. It shows research in basic techniques like image pre-processing, feature extraction, and enhancement, along with applications in biometrics, healthcare, neuroscience and forensics. The book highlights algorithms, processes, novel architectures and results underlying machine intelligence with detailed execution flow of models.