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Bildverarbeitung für die Medizin 2019

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Cover of 'Bildverarbeitung für die Medizin 2019'

Table of Contents

  1. Altmetric Badge
    Book Overview
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    Chapter 1 Abstract: Anchor-Constrained Plausibility
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    Chapter 2 Automatic Detection of Blood Vessels in Optical Coherence Tomography Scans
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    Chapter 3 Prediction of Liver Function Based on DCE-CT
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    Chapter 4 Abstract: Adversarial Examples as Benchmark for Medical Imaging Neural Networks
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    Chapter 5 Evaluation of Image Processing Methods for Clinical Applications
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    Chapter 6 Abstract: Some Investigations on Robustness of Deep Learning in Limited Angle Tomography
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    Chapter 7 Abstract: nnU-Net: Self-adapting Framework for U-Net-Based Medical Image Segmentation
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    Chapter 8 Deep Multi-Modal Encoder-Decoder Networks for Shape Constrained Segmentation and Joint Representation Learning
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    Chapter 9 Abstract: Fan-to-Parallel Beam Conversion
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    Chapter 10 Abstract: Tract Orientation Mapping for Bundle-Specific Tractography
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    Chapter 11 Segmentation of Vertebral Metastases in MRI Using an U-Net like Convolutional Neural Network
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    Chapter 12 Synthetic Training with Generative Adversarial Networks for Segmentation of Microscopies
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    Chapter 13 Gradient-Based Expanding Spherical Appearance Models for Femoral Model Initialization in MRI
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    Chapter 14 Deep Segmentation Refinement with Result-Dependent Learning
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    Chapter 15 Abstract: Automatic Estimation of Cochlear Duct Length and Volume Size
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    Chapter 16 Interactive Neural Network Robot User Investigation for Medical Image Segmentation
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    Chapter 17 Tracing of Nerve Fibers Through Brain Regions of Fiber Crossings in Reconstructed 3D-PLI Volumes
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    Chapter 18 Dilated Deeply Supervised Networks for Hippocampus Segmentation in MRI
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    Chapter 19 Automatic Detection and Segmentation of the Acute Vessel Thrombus in Cerebral CT
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    Chapter 20 Sparsely Connected Convolutional Layers in CNNs for Liver Segmentation in CT
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    Chapter 21 Smooth Ride: Low-Pass Filtering of Manual Segmentations Improves Consensus
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    Chapter 22 User Loss A Forced-Choice-Inspired Approach to Train Neural Networks Directly by User Interaction
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    Chapter 23 Sodium Image Denoising Based on a Convolutional Denoising Autoencoder
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    Chapter 24 Improved X-Ray Bone Segmentation by Normalization and Augmentation Strategies
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    Chapter 25 Multi-Modal Super-Resolution with Deep Guided Filtering
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    Chapter 26 Semi-Automatic Cell Correspondence Analysis Using Iterative Point Cloud Registration
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    Chapter 27 Pediatric Patient Surface Model Atlas Generation and X-Ray Skin Dose Estimation
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    Chapter 28 Blind Rigid Motion Estimation for Arbitrary MRI Sampling Trajectories
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    Chapter 29 Maximum Likelihood Estimation of Head Motion Using Epipolar Consistency
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    Chapter 30 Retrospective Blind MR Image Recovery with Parametrized Motion Models
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    Chapter 31 Model-Based Motion Artifact Correction in Digital Subtraction Angiography Using Optical-Flow
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    Chapter 32 MedicVR
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    Chapter 33 Efficient Web-Based Review for Automatic Segmentation of Volumetric DICOM Images
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    Chapter 34 Abstract: Phase-Sensitive Region-of-Interest Computed Tomography
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    Chapter 35 Joint Multiresolution and Background Detection Reconstruction for Magnetic Particle Imaging
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    Chapter 36 Abstract: Double Your Views: Exploiting Symmetry in Transmission Imaging
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    Chapter 37 3D-Reconstruction of Stiff Wires from a Single Monoplane X-Ray Image
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    Chapter 38 Regularized Landmark Detection with CAEs for Human Pose Estimation in the Operating Room
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    Chapter 39 Abstract: Does Bone Suppression and Lung Detection Improve Chest Disease Classification?
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    Chapter 40 Towards Automated Reporting and Visualization of Lymph Node Metastases of Lung Cancer
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    Chapter 41 Workflow Phase Detection in Fluoroscopic Images Using Convolutional Neural Networks
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    Chapter 42 Abstract: Interpretable Explanations of Black Box Classifiers Applied on Medical Images by Meaningful Perturbations Using Variational Autoencoders
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    Chapter 43 Abstract: Deep Transfer Learning for Aortic Root Dilation Identification in 3D Ultrasound Images
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    Chapter 44 Abstract: Leveraging Web Data for Skin Lesion Classification
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    Chapter 45 Machbarkeitsstudie zur CNN-basierten Identifikation und TICI-Klassifizierung zerebraler ischämischer Infarkte in DSA-Daten
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    Chapter 46 Image-Based Detection of MRI Hardware Failures
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    Chapter 47 Detection of Unseen Low-Contrast Signals Using Classic and Novel Model Observers
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    Chapter 48 Abstract: Imitating Human Soft Tissue with Dual-Daterial 3D Printing
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    Chapter 49 A Mixed Reality Simulation for Robotic Systems
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    Chapter 50 Image Quality Assessments
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    Chapter 51 Abstract: HoloLens Streaming of 3D Data from Ultrasound Systems to Augmented Reality Glasses
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    Chapter 52 Open-Source Tracked Ultrasound with Anser Electromagnetic Tracking
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    Chapter 53 Navigierte Interventionen im Kopf- und Halsbereich
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    Chapter 54 Abstract: Multispectral Imaging Enables Visualization of Spreading Depolarizations in Gyrencephalic Brain
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    Chapter 55 Combining Ultrasound and X-Ray Imaging for Mammography
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    Chapter 56 Towards In-Vivo X-Ray Nanoscopy
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    Chapter 57 Abstract: Beamforming Sub-Sampled Raw Ultrasound Data with DeepFormer
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    Chapter 58 Shape Sensing with Fiber Bragg Grating Sensors
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    Chapter 59 On the Characteristics of Helical 3D X-Ray Dark-Field Imaging
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    Chapter 60 Effects of Tissue Material Properties on X-Ray Image, Scatter and Patient Dose A Monte Carlo Simulation
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    Chapter 61 Isocenter Determination from Projection Matrices of a C-Arm CBCT
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    Chapter 62 Improving Surgical Training Phantoms by Hyperrealism: Deep Unpaired Image-to-Image Translation from Real Surgeries
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    Chapter 63 Evaluation of Spatial Perception in Virtual Reality within a Medical Context
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    Chapter 64 Simulation von Radiofrequenzablationen für die Leberpunktion in 4D-VR-Simulationen
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    Chapter 65 Abstract: An SVR-Based Data-Driven Leaflet Modeling Approach for Personalized Aortic Valve Prosthesis Development
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    Chapter 66 Mitral Valve Quantification at a Glance
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    Chapter 67 Fully-Deformable 3D Image Registration in Two Seconds
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    Chapter 68 Abstract: Landmark-Free Initialization of Multi-Modal Image Registration
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    Chapter 69 Enhancing Label-Driven Deep Deformable Image Registration with Local Distance Metrics for State-of-the-Art Cardiac Motion Tracking
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    Chapter 70 Respiratory Deformation Estimation in X-Ray-Guided IMRT Using a Bilinear Model
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    Chapter 71 Augmented Mitotic Cell Count Using Field of Interest Proposal
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    Chapter 72 Feasibility of Colon Cancer Detection in Confocal Laser Microscopy Images Using Convolution Neural Networks
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    Chapter 73 Efficient Construction of Geometric Nerve Fiber Models for Simulation with 3D-PLI
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    Chapter 74 Resource-Efficient Nanoparticle Classification Using Frequency Domain Analysis
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    Chapter 75 Black-Box Hyperparameter Optimization for Nuclei Segmentation in Prostate Tissue Images
Attention for Chapter 5: Evaluation of Image Processing Methods for Clinical Applications
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Chapter title
Evaluation of Image Processing Methods for Clinical Applications
Chapter number 5
Book title
Bildverarbeitung für die Medizin 2019
Published by
Springer Vieweg, Wiesbaden, January 2019
DOI 10.1007/978-3-658-25326-4_5
Book ISBNs
978-3-65-825325-7, 978-3-65-825326-4
Authors

Hristina Uzunova, Sandra Schultz, Heinz Handels, Jan Ehrhardt, Uzunova, Hristina, Schultz, Sandra, Handels, Heinz, Ehrhardt, Jan

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 %
Student > Ph. D. Student 2 67%
Lecturer 1 33%
Readers by discipline Count As %
Computer Science 2 67%
Engineering 1 33%