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Bildverarbeitung für die Medizin 2017

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Cover of 'Bildverarbeitung für die Medizin 2017'

Table of Contents

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    Book Overview
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    Chapter 1 Invited Talk: Big Data in Medical Image Computing
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    Chapter 2 Invited Talk: The Future of Radiology and Cooperation at the Interdisciplinary Interface
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    Chapter 3 Invited Talk: U-Net Convolutional Networks for Biomedical Image Segmentation
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    Chapter 4 Invited Talk: Neuromorphic Computing Principles, Achievements, and Potentials
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    Chapter 5 Invited Talk: The Operating Room of the Future
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    Chapter 6 Tutorial: Deep Learning Advancing the State-of-the-Art in Medical Image Analysis
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    Chapter 7 Tutorial: Hands-On Workshop Minimal Invasive Chirurgie (MIC)
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    Chapter 8 Tutorial: Medical Image Processing with MITK Introduction and new Developments
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    Chapter 9 Fully Automatic Segmentation of Papillary Muscles in 3D LGE-MRI
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    Chapter 10 Abstract: Clickstreamanalyse zur Qualitätssicherung in der crowdbasierten Bildsegmentierung
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    Chapter 11 Model-Based 4D Segmentation of Cardiac Structures in Cine MRI Sequences
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    Chapter 12 Abstract: Kombination binärer Kontextfeatures mit Vantage Point Forests zur Multi-Organ-Segmentierung
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    Chapter 13 Needle Detection in In-Plane-Acquired 3D Ultrasound Image Volumes Using Stick Filtering and a Heuristic
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    Chapter 14 Extracting the Aorta Centerline in Contrast-Enhanced MRI
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    Chapter 15 Noise Reduction in Low Dose DSA Imaging Using Pixel Adaptive SVD-Based Approach
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    Chapter 16 Skin Detection and Tracking for Camera-Based Photoplethysmography Using a Bayesian Classifier and Level Set Segmentation
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    Chapter 17 Abstract: Können wir Rankings vertrauen? Eine systematische Analyse biomedizinischer Challenges hinsichtlich Reporting und Design
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    Chapter 18 Overexposure Correction by Mixed One-Bit Compressive Sensing for C-Arm CT
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    Chapter 19 Self-Calibration and Simultaneous Motion Estimation for C-Arm CT Using Fiducial
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    Chapter 20 Robust Groupwise Affine Registration of Medical Images with Stochastic Optimization
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    Chapter 21 GPU-Based Image Geodesics for Optical Coherence Tomography
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    Chapter 22 Layered X-Ray Motion Estimation Using Primal-Dual Optimization
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    Chapter 23 Barrett’s Esophagus Analysis Using Convolutional Neural Networks
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    Chapter 24 Brain Tumor Segmentation Using Large Receptive Field Deep Convolutional Neural Networks
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    Chapter 25 A Deep Learning Architecture for Limited-Angle Computed Tomography Reconstruction
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    Chapter 26 Real-Time Virus Size Classification Using Surface Plasmon PAMONO Resonance and Convolutional Neural Networks
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    Chapter 27 Fast Pose Verification for High-Speed Radiation Therapy
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    Chapter 28 Fourier Consistency-Based Motion Estimation in Rotational Angiography
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    Chapter 29 Towards Understanding Preservation of Periodic Object Motion in Computed Tomography
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    Chapter 30 The Impact of Semi-Automated Segmentation and 3D Analysis on Testing New Osteosynthesis Material
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    Chapter 31 Pathology-Related Automated Hippocampus Segmentation Accuracy
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    Chapter 32 Interaktive Planung von Gesichtsimplantaten
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    Chapter 33 Abstract: Automatic Image Registration for 3D Cochlea Medical Images
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    Chapter 34 Barrett’s Esophagus Analysis Using SURF Features
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    Chapter 35 Unterstützte Handerkennung in Thermographiebildern zur Validierung der hygienischen Händedesinfektion
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    Chapter 36 Abstract: Quantitative Photoakustische Tomografie durch lokale Kontextkodierung
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    Chapter 37 3D Histograms of Oriented Gradients zur Registrierung von regulären CT mit interventionellen CBCT Daten
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    Chapter 38 A Kernel Ridge Regression Model for Respiratory Motion Estimation in Radiotherapy
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    Chapter 39 Low Rank and Sparse Matrix Decomposition as Stroke Segmentation Prior: Useful or Not? A Random Forest-Based Evaluation Study
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    Chapter 40 Automatic Layer Generation for Scar Transmurality Visualization
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    Chapter 41 Analyzing Immunohistochemically Stained Whole-Slide Images of Ovarian Carcinoma
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    Chapter 42 Efficient Epiphyses Localization Using Regression Tree Ensembles and a Conditional Random Field
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    Chapter 43 Real-Time-Capable GPU-Framework for Depth-Aware Rigid 2D/3D Registration
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    Chapter 44 Defining Restrictions and Limits of Registration-Based Quantification of Geometric Deformation in Cerebral Blood Vessels
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    Chapter 45 Dental Splint Fabrication for Prospective Motion Correction in Ultrahigh-Field MR Imaging
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    Chapter 46 Reliable Estimation of the Number of Compartments in Diffusion MRI
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    Chapter 47 Epipolar Consistency Conditions for Motion Correction in Weight-Bearing Imaging
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    Chapter 48 Abstract: Patch-Based Learning of Shape, Appearance, and Motion Models from Few Training Samples by Low-Rank Matrix Completion
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    Chapter 49 Abstract: Detektion des tibiotalaren Gelenkspaltes in intraoperativen C-Bogen Projektionen
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    Chapter 50 A Feasibility Study of Automatic Multi-Organ Segmentation Using Probabilistic Atlas
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    Chapter 51 Assessing the Benefits of Interactive Patient-Specific Visualisations for Patient Information
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    Chapter 52 Abstract: Effiziente Visualisierung von Vektorfeldern in der Strahlentherapie
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    Chapter 53 Quantification of Guidance Strategies in Online Interactive Semantic Segmentation of Glioblastoma MRI
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    Chapter 54 Training mit positiven und unannotierten Daten für automatische Voxelklassifikation
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    Chapter 55 Lesion Ground Truth Estimation for a Physical Breast Phantom
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    Chapter 56 Automatic Grading of Breast Cancer Whole-Slide Histopathology Images
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    Chapter 57 Multi-Object Segmentation in Chest X-Ray Using Cascaded Regression Ferns
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    Chapter 58 Abstract: Articulated Head and Neck Patient Model for Adaptive Radiotherapy
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    Chapter 59 Shallow Fully-Connected Neural Networks for Ischemic Stroke-Lesion Segmentation in MRI
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    Chapter 60 Abstract: 4D Template Library Generation for Real-Time Tracking on 2D Cine MRI
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    Chapter 61 Spline-Based Multimodal Image Registration of 3D PLI Data of the Human Brain
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    Chapter 62 Abstract: 3D-Rekonstruktion der Schilddrüse des Menschen mit 2D-Ultraschall-Daten im Rahmen von Routineuntersuchungen
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    Chapter 63 Systematic Analysis of Jurkat T-Cell Deformation in Fluorescence Microscopy Data
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    Chapter 64 Comparison of Default Patient Surface Model Estimation Methods
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    Chapter 65 Robotergestützte Ultraschallbildgebung zur Lagekontrolle von Zielgewebe während der Strahlentherapie
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    Chapter 66 Vergleich von Verfahren zur automatischen Detektion der Position und Orientierung des Herzens in 4D-Cine-MRT-Bilddaten
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    Chapter 67 Evaluation of Multi-Channel Image Registration in Microscopy
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    Chapter 68 Abstract: Medical Research Data Management Using MITK and XNAT
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    Chapter 69 Fully Automated Multi-Modal Anatomic Atlas Generation Using 3D-Slicer
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    Chapter 70 Automatic Classification and Pathological Staging of Confocal Laser Endomicroscopic Images of the Vocal Cords
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    Chapter 71 Abstract: Soft Tissue Modeling with the Chainmail Approach
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    Chapter 72 Brain Parenchyma and Vessel Separation in 3D Digital Subtraction Angiography Images
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    Chapter 73 Classification of DCE-MRI Data for Breast Cancer Diagnosis Combining Contrast Agent Dynamics and Texture Features
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    Chapter 74 Registrierung von nicht sichtbaren Laserbehandlungsarealen der Retina in Live-Aufnahmen des Fundus
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    Chapter 75 Abstract: Real-Time Online Adaption for Robust Instrument Tracking and Pose Estimation
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    Chapter 76 Abstract: Wound Imaging in 3D Using Low-Cost Mobile Devices
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    Chapter 77 Interpatientenübertragung von Atemmodellen für das Virtual-Reality-Training von Punktionseingriffen
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    Chapter 78 Automatic Initialization and Failure Detection for Surgical Tool Tracking in Retinal Microsurgery
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    Chapter 79 Automatic Viewpoint Selection for Exploration of Time-Dependent Cerebral Aneurysm Data
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    Chapter 80 Abtract: Shape Analysis in Human Brain MRI
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    Chapter 81 Abstract: Learning of Representative Multi-Resolution Multi-Object Statistical Shape Models from Small Training Populations
Overall attention for this book and its chapters
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Title
Bildverarbeitung für die Medizin 2017
Published by
Springer Berlin Heidelberg, January 2017
DOI 10.1007/978-3-662-54345-0
ISBNs
978-3-66-254344-3, 978-3-66-254345-0
Editors

Klaus Hermann Maier-Hein, geb. Fritzsche, Thomas Martin Deserno, geb. Lehmann, Heinz Handels, Thomas Tolxdorff

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The data shown below were collected from the profiles of 2 X users who shared this research output. Click here to find out more about how the information was compiled.
Mendeley readers

Mendeley readers

The data shown below were compiled from readership statistics for 47 Mendeley readers of this research output. Click here to see the associated Mendeley record.

Geographical breakdown

Country Count As %
Unknown 47 100%

Demographic breakdown

Readers by professional status Count As %
Student > Master 12 26%
Student > Ph. D. Student 8 17%
Researcher 7 15%
Student > Bachelor 4 9%
Student > Doctoral Student 3 6%
Other 4 9%
Unknown 9 19%
Readers by discipline Count As %
Engineering 16 34%
Computer Science 5 11%
Medicine and Dentistry 5 11%
Mathematics 3 6%
Agricultural and Biological Sciences 2 4%
Other 5 11%
Unknown 11 23%