Image Segmentation – alle Bücher

Deep Learning Applications in Medical Image Segmentation

Apply revolutionary deep learning technology to the fast-growing field of medical image segmentationPrecise medical image segmentation is rapidly becoming one of the most important tools in medical resear…

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Low Field Pediatric Brain Magnetic Resonance Image Segmentation and Quality Assurance

This open access LNCS volume 15515 constitutes the refereed proceedings of the First MICCAI Challenge on Low Field Pediatric Brain Magnetic Resonance Image Segmentation and Quality Assurance, LISA 2024, H…

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Medical Image Segmentation Foundation Models. CVPR 2024 Challenge: Segment Anything in Medical Images on Laptop

This LNCS conference set constitutes the proceedings of the First Medical Image Segmentation Challenge, MedSAM on Laptop 2024, Held in Conjunction with CVPR 2024, in Seattle, WA, USA, held in June 2024.Th…

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Carsten Holst
Automated Flank Wear Segmentation and Measurement with Deep Learning Image Processing

This thesis optimizes AI models for identifying tool wear on microscopic images of cutting tools. It creates a tool wear model from empirical trials to generate a dataset and conducts screening analysis t…

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Medical Image Understanding and Analysis

.- Medical Image Segmentation. .- TransE2UNet: Edge Guided TransEfficientUNET for Generalized Colon Polyp Segmentation from Endoscopy Images. .- CA-Seg: An Attribute-based Medical Image Segmentation Frame…

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Less-Supervised Segmentation with Cnns

Less-Supervised Segmentation with CNNs: Scenarios, Models and Optimization reviews recent progress in deep learning for image segmentation under scenarios with limited supervision, with a focus on medical…

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Tudor Barbu
Digital Image Processing, Analysis and Computer Vision Using Nonlinear Partial Differential Equations

Introduction.- Nonlinear PDE-based Digital Image Restoration Techniques.- Nonlinear PDE-based Models for Inpainting and Compression.- Nonlinear Diffusion-based Multi-scale Image Analysis Methods.- Variati…

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Human-AI Collaboration

.- Design and assessment for joint systems and workflows. .- Beyond Manual Annotation: A Human-AI Collaborative Framework for Medical Image Segmentation Using Only "Better or Worse" Expert Feedb…

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Generative Artificial Intelligence for Biomedical and Smart Health Informatics

Enables readers to understand the future of medical applications with generative AI and related applicationsGenerative Artificial Intelligence for Biomedical and Smart Health Informatics delivers a compre…

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Ju Hyun Lee, Michael J. Dawes, Michael J. Ostwald
Mathematical Thinking and Properties in Architecture

This monograph explores the profound connections between architecture and mathematics through the works of Andrea Palladio, Le Corbusier, and Peter Eisenman. Combining historical insights with computation…

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Intrapartum Ultrasound

Baseline Method at the Intrapartum Ultrasound Grand Challenge 2024.- Classification and Segmentation of Intrapartum Ultrasound Images with Deep Learning Models.- Accurate Fetal Head Descent Assessment Dur…

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Computer Analysis of Images and Patterns

The volume set LNCS 15621-15622 constitutes the refereed proceedings of the 21st International Conference on Computer Analysis of Images and Patterns, CAIP 2025, which took place in Las Palmas de Gran Can…

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Medical Optical Imaging and Virtual Microscopy Image Analysis

This book constitutes the refereed proceedings of the Second International Workshop on Medical Optical Imaging and Virtual Microscopy Image Analysis, MOVI 2024, held in conjunction with the 26th Internati…

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Computer Analysis of Images and Patterns

The volume set LNCS 15621-15622 constitutes the refereed proceedings of the 21st International Conference on Computer Analysis of Images and Patterns, CAIP 2025, which took place in Las Palmas de Gran Can…

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3D Printing at Hospitals and Medical Centers

This new edition describes the fundamentals of three-dimensional (3D) printing as applied to medicine and extends the scope of the first editionof 3D Printing in Medicine to include modern 3D printing wit…

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Deep Learning Theory and Applications

.- End-to-End ASR Model with Iterative Attention Mechanism Enhanced RNN Model for Phoneme Recognition..- Diagnostic Trouble Codes Prediction with DTC-GOAT and Ensembles..- A Fast Fourier Transform-Aided D…

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Simplifying Medical Ultrasound

This book constitutes the proceedings of the 6th International Workshop on Simplifying Medical Ultrasound, ASMUS 2025, held in conjunction with MICCAI 2025, the 28th International Conference on Medical Im…

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Machine Learning and Deep Learning Modeling and Algorithms with Applications in Medical and Health Care

This book explains medical image processing and analysis using deep learning algorithms to analyze medical data. It focuses on the latest achievements and developments in applying this analysis to medical…

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Applications of Artificial Intelligence and Data Science

.- Advanced Computing and Statistics.- Towards Reserve Margin Correction via Outage Capacity Forecasting Using Gramian Angular Field and Long Short-Term Memory (LSTM). .- Comparison of Hyperspectral Image…

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Information Processing in Medical Imaging

This two-volume set LNCS 15829-15830 constitutes the proceedings of the 29th International Conference on Information Processing in Medical Imaging, IPMI 2025, held on Kos, Greece, during May 25-30, 2025.T…

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