Table of Contents

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   Book Overview
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   Chapter 1 Systems Medicine
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   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
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    Chapter 94 Magnetic-Particle-Imaging mit mehreren Gradientenstärken
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    Chapter 95 3D Adaptive Wavelet Shrinkage Denoising while Preserving Fine Structures
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    Chapter 96 Abstract: QuaSI – Quantile Sparse Image