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Bildverarbeitung für die Medizin 2018

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Cover of 'Bildverarbeitung für die Medizin 2018'

Table of Contents

  1. Altmetric Badge
    Book Overview
  2. Altmetric Badge
    Chapter 1 Systems Medicine
  3. Altmetric Badge
    Chapter 2 Reinventing Bone Surgery
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    Chapter 3 From Mechanistic to Data-driven Models for Surgical Planning, Guidance and Simulation
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    Chapter 4 Precision Imaging
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    Chapter 5 Deep Learning Fundamentals
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    Chapter 6 Advanced Deep Learning Methods
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    Chapter 7 Innovation Generation, Disruption and Exponential Technologies in Medical Imaging
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    Chapter 8 Endoscopy
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    Chapter 9 Abstract: Digitale Pathologie für mobile Endgeräte
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    Chapter 10 Abstract: Digital Cytomorphology
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    Chapter 11 Abstract: First Approaches Towards Automatic Detection of Microaneurysms in OCTA Images
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    Chapter 12 Abstract: Automatic Malignancy Estimation for Pulmonary Nodules from CT Images
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    Chapter 13 Abstract: Amplitude of Brain Signals Classify Hunger Status based on Machine Learning in Resting-state fMRI
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    Chapter 14 Abstract: Assessment of Segmentation Dependence in Macroscopic Lung Cavity Extraction
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    Chapter 15 Abstract: Percutaneous Pelvis Fixation Using the Camera-augmented C-arm
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    Chapter 16 Abstract: Augmented Reality im Operationssaal
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    Chapter 17 Abstract: Efficient Labeling of Optical Coherence Tomography Angiography Data using Eye Tracking
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    Chapter 18 Abstract: Leveraging Open Source Software to Close Translational Gaps in Medical Image Computing
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    Chapter 19 3D-CNNs for Deep Binary Descriptor Learning in Medical Volume Data
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    Chapter 20 Detecting and Measuring Surface Area of Skin Lesions
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    Chapter 21 Abstract: Deep Hashing for Large-Scale Medical Image Retrieval
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    Chapter 22 Abstract: Physiological Parameter Estimation from Multispectral Images Unleashed
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    Chapter 23 Abstract: Probabilistic Appearance Models for Medical Image Analysis
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    Chapter 24 Abstract: Robust Multi-Scale Anatomical Landmark Detection in Incomplete 3D-CT Data
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    Chapter 25 Abstract: Exploring Sparsity in CNNs for Medical Image Segmentation BRIEFnet
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    Chapter 26 Abstract: Fast MRI Whole Brain Segmentation with Fully Convolutional Neural Networks
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    Chapter 27 Patient Surface Model and Internal Anatomical Landmarks Embedding
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    Chapter 28 Comparison of Self-similarity Measures for Multi-modal Non-rigid Registration of 3D-PLI Brain Images
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    Chapter 29 Two-Step Trajectory Visualization for Robot-Assisted Spine Radiofrequency Ablations
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    Chapter 30 Unsupervised Pathology Detection in Medical Images using Learning-based Methods
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    Chapter 31 Classification of Lobular and Ductal Breast Carcinomas by Texture Analysis in DCE-MRI Data
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    Chapter 32 Abstract: Revealing Hidden Potentials of the q-Space Signal in Breast Cancer
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    Chapter 33 Elastic Mitral Valve Silicone Replica Made from 3D-Printable Molds Offer Advanced Surgical Training
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    Chapter 34 Simulation of Realistic Low Dose Fluoroscopic Images from their High Dose Counterparts
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    Chapter 35 Towards Full-body X-ray Images
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    Chapter 36 Influence of Excitation Signal Coupling on Reconstructed Images in Magnetic Particle Imaging
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    Chapter 37 A Joint Probabilistic Model for Speckle Variance, Amplitude Decorrelation and Interframe Variance (IFV) Optical Coherence Tomography Angiography
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    Chapter 38 A Simulation Study and Experimental Verification of Hand-Eye-Calibration using Monocular X-Ray
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    Chapter 39 Background Correction and Stitching of Histological Plaque Images
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    Chapter 40 Towards In-Vivo X-Ray Nanoscopy
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    Chapter 41 Towards Fully Automated Determination of Laryngeal Adductor Reflex Latencies through High-Speed Laryngoscopy Image Processing
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    Chapter 42 Fourier-based Reduction of Directed Streak Artifacts in Cone-Beam CT
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    Chapter 43 An Open Source Tool for Creating Model Files for Virtual Volume Rendering in PDF Documents
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    Chapter 44 Comparison of Divergence-Free Filters for Cardiac 4D PC-MRI Data
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    Chapter 45 Employing Spatial Indexing for Flexibility and Scalability in Brain Biopsy Planning
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    Chapter 46 Measuring Finger Lengths from 2D Palm Scans
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    Chapter 47 Towards Analysis of Mental Stress Using Thermal Infrared Tomography
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    Chapter 48 Preliminary Study Investigating Brain Shift Compensation using 3D CBCT Cerebral Vascular Images
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    Chapter 49 Abstract: Patches in Magnetic Particle Imaging
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    Chapter 50 Phasenkontrast Röntgen mit 2 Phasengittern und medizinisch relevanten Detektoren
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    Chapter 51 CT-basiertes virtuelles Fräsen am Felsenbein
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    Chapter 52 Segmentierung von Brustvolumina in Magnetresonanztomographiedaten unter der Verwendung von Deep Learning
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    Chapter 53 Einfluss nicht-rigider Bildregistrierung auf 4D-Dosissimulation bei extrakranieller SBRT
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    Chapter 54 Effiziente Segmentierung trachealer Strukturen in MRI-Aufnahmen
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    Chapter 55 Abstract: Populationsbasierte 4D Bewegungsatlanten für VR Simulationen
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    Chapter 56 Abstract: Rekonstruktion der initialen Druckverteilung photoakustischer Bilder mit limitiertem Blickwinkel durch maschinelle Lernverfahren
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    Chapter 57 Abstract: Erweiterung des Bildgebungsbereiches bei der Magnetpartikelbildgebung durch externe axiale Verschiebungen
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    Chapter 58 Abstract: Random-Forest-basierte Segmentierung der subkutanen Fettschicht der Mäusehaut in 3D-OCT-Bilddaten
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    Chapter 59 Towards Whole-body CT Bone Segmentation
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    Chapter 60 Ideal Seed Point Location Approximation for GrowCut Interactive Image Segmentation
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    Chapter 61 Transfer Learning for Breast Cancer Malignancy Classification based on Dynamic Contrast-Enhanced MR Images
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    Chapter 62 Traditional Machine Learning Techniques for Streak Artifact Reduction in Limited Angle Tomography
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    Chapter 63 Classification of Polyethylene Particles and the Local CD3+ Lymphocytosis in Histological Slices
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    Chapter 64 Synthetic Fundus Fluorescein Angiography using Deep Neural Networks
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    Chapter 65 Hippocampus Segmentation and SPHARM Coefficient Selection are Decisive for MCI Detection
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    Chapter 66 Classification of Mitotic Cells
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    Chapter 67 Markerless Coil Classification and Localization in a Routine MRI Examination Setting using an RGB-D Camera
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    Chapter 68 Comparative Analysis of Unsupervised Algorithms for Breast MRI Lesion Segmentation
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    Chapter 69 Segmentation of Fat and Fascias in Canine Ultrasound Images
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    Chapter 70 Manifold Learning-based Data Sampling for Model Training
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    Chapter 71 Computer-aided Detection of the Most Suitable MRI Sequences for Subsequent Spinal Metastasis Delineation
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    Chapter 72 Abstract: Deep Residual Learning for Limited Angle Artefact Correction
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    Chapter 73 Abstract: AngioUnet
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    Chapter 74 Abstract: Measuring Muscle Contractions from Single Element Transducer Ultrasound Data using Machine Learning Strategies
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    Chapter 75 Abstract: Automated Segmentation of Bones for the Age Assessment in 3D MR Images using Convolutional Neural Networks
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    Chapter 76 Abstract: OCT-OCTA Segmentation
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    Chapter 77 Human Pose Estimation from Pressure Sensor Data
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    Chapter 78 Force-feedback-assisted Bone Drilling Simulation Based on CT Data
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    Chapter 79 Direct Volume Rendering in Virtual Reality
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    Chapter 80 Automatic Multi-modal Cervical Spine Image Atlas Segmentation
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    Chapter 81 SlideRunner
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    Chapter 82 Automated Containerized Medical Image Processing Based on MITK and Python
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    Chapter 83 Multi-channel Deep Transfer Learning for Nuclei Segmentation in Glioblastoma Cell Tissue Images
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    Chapter 84 Stitching Pathological Tissue Images using DOP Feature Tracking
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    Chapter 85 Motion Artifact Detection in Confocal Laser Endomicroscopy Images
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    Chapter 86 Variational Networks for Joint Image Reconstruction and Classification of Tumor Immune Cell Interactions in Melanoma Tissue Sections
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    Chapter 87 Frangi-Net
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    Chapter 88 Lung Vessel Enhancement in Low-Dose CT Scans
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    Chapter 89 Whole Heart and Great Vessel Segmentation with Context-aware of Generative Adversarial Networks
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    Chapter 90 Impact of Gradual Vascular Deformations on the Intra-aneurysmal Hemodynamics
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    Chapter 91 Myocardial Twist from X-ray Angiography
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    Chapter 92 Abstract: Retrieval of Attenuation Values by the Augmented Likelihood Image Reconstruction in the Presence of Metal Artefacts
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    Chapter 93 Abstract: Efficient Epipolar Consistency
  95. Altmetric Badge
    Chapter 94 Magnetic-Particle-Imaging mit mehreren Gradientenstärken
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    Chapter 95 3D Adaptive Wavelet Shrinkage Denoising while Preserving Fine Structures
  97. Altmetric Badge
    Chapter 96 Abstract: QuaSI – Quantile Sparse Image
Attention for Chapter 49: Abstract: Patches in Magnetic Particle Imaging
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Chapter title
Abstract: Patches in Magnetic Particle Imaging
Chapter number 49
Book title
Bildverarbeitung für die Medizin 2018
Published by
Springer Vieweg, Berlin, Heidelberg, January 2018
DOI 10.1007/978-3-662-56537-7_49
Book ISBNs
978-3-66-256536-0, 978-3-66-256537-7
Authors

Mandy Ahlborg, Christian Kaethner, Patryk Szwargulski, Tobias Knopp, Thorsten M. Buzug, Ahlborg, Mandy, Kaethner, Christian, Szwargulski, Patryk, Knopp, Tobias, Buzug, Thorsten M.

Mendeley readers

Mendeley readers

The data shown below were compiled from readership statistics for 3 Mendeley readers of this research output. Click here to see the associated Mendeley record.

Geographical breakdown

Country Count As %
Unknown 3 100%

Demographic breakdown

Readers by professional status Count As %
Professor 1 33%
Student > Master 1 33%
Unknown 1 33%
Readers by discipline Count As %
Engineering 2 67%
Unknown 1 33%