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Bildverarbeitung für die Medizin 2018: Erlangen, Germany
- Andreas K. Maier, Thomas M. Deserno, Heinz Handels, Klaus Hermann Maier-Hein, Christoph Palm, Thomas Tolxdorff:
Bildverarbeitung für die Medizin 2018 - Algorithmen - Systeme - Anwendungen. Proceedings des Workshops vom 11. bis 13. März 2018 in Erlangen. Informatik Aktuell, Springer Vieweg 2018, ISBN 978-3-662-56536-0 - Jan Baumbach:
Systems Medicine - The Next Generation of Computer-assisted Precision Medicine. 1 - Philippe C. Cattin
:
Reinventing Bone Surgery - From Planning to Execution of a Hard-Tissue Cut. 2 - Zeike A. Taylor:
From Mechanistic to Data-driven Models for Surgical Planning, Guidance and Simulation. 3 - Alejandro F. Frangi
Precision Imaging - From Population Imaging Analytics to In-silico Clinical Trials. 4 - Katharina Breininger, Vincent Christlein, Tobias Würfl, Andreas K. Maier:
Deep Learning Fundamentals. 5 - Paul Jäger, Fabian Isensee, Jens Petersen, David Zimmerer, Jakob Wasserthal, Klaus Hermann Maier-Hein:
Advanced Deep Learning Methods. 6 - Michael Friebe
Innovation Generation, Disruption and Exponential Technologies in Medical Imaging. 7 - Thomas Wittenberg
Endoscopy. 8 - Hannah Büchner, Ingmar Gergel:
Abstract: Digitale Pathologie für mobile Endgeräte. 9 - Christian Matek, Carsten Marr, Karsten Spiekermann:
Abstract: Digital Cytomorphology - Deep Learning on an Image Data Set of Cell Morphologies in Acute Myeloid Leukemia. 10 - Lennart Husvogt, A. Yasin Alibhai, Eric Moult, James G. Fujimoto, Nadia Waheed, Andreas K. Maier:
Abstract: First Approaches Towards Automatic Detection of Microaneurysms in OCTA Images. 11-12 - Katrin Mentl, Rimon Saffoury, Andreas K. Maier:
Abstract: Automatic Malignancy Estimation for Pulmonary Nodules from CT Images. 13 - Arkan Al-Zubaidi:
Abstract: Amplitude of Brain Signals Classify Hunger Status based on Machine Learning in Resting-state fMRI. 14-15 - Asmaa Khdeir, Tobias Geimer, Shuqing Chen, Eric Goppert, Maximilian Dankbar, Christoph Bert, Andreas K. Maier:
Abstract: Assessment of Segmentation Dependence in Macroscopic Lung Cavity Extraction. 16 - Mathias Unberath
Abstract: Percutaneous Pelvis Fixation Using the Camera-augmented C-arm - First Successes in Ex Vivo Deployment. 17-18 - Stephan Vedder:
Abstract: Augmented Reality im Operationssaal. 19 - Lennart Husvogt, Eric Moult, Nadia Waheed, James G. Fujimoto, Andreas K. Maier:
Abstract: Efficient Labeling of Optical Coherence Tomography Angiography Data using Eye Tracking. 20-21 - Jens Petersen, Sabine Heiland, Martin Bendszus, Jürgen Debus, Marco Nolden, Caspar J. Goch, Klaus Hermann Maier-Hein:
Abstract: Leveraging Open Source Software to Close Translational Gaps in Medical Image Computing. 22 - Max Blendowski, Mattias P. Heinrich
3D-CNNs for Deep Binary Descriptor Learning in Medical Volume Data. 23-28 - Houman Mirzaalian-Dastjerdi
Detecting and Measuring Surface Area of Skin Lesions. 29-34 - Sailesh Conjeti, Magdalini Paschali, Abhijit Guha Roy, Nassir Navab:
Abstract: Deep Hashing for Large-Scale Medical Image Retrieval. 35 - Sebastian J. Wirkert, Anant Suraj Vemuri, Hannes Götz Kenngott, Sara Moccia
Abstract: Physiological Parameter Estimation from Multispectral Images Unleashed. 36 - Julia Krüger
Abstract: Probabilistic Appearance Models for Medical Image Analysis. 37-38 - Florin C. Ghesu, Bogdan Georgescu, Sasa Grbic, Andreas K. Maier, Joachim Hornegger, Dorin Comaniciu
Abstract: Robust Multi-Scale Anatomical Landmark Detection in Incomplete 3D-CT Data. 39 - Mattias P. Heinrich
Abstract: Exploring Sparsity in CNNs for Medical Image Segmentation BRIEFnet. 40-41 - Abhijit Guha Roy, Sailesh Conjeti, Nassir Navab, Christian Wachinger
Abstract: Fast MRI Whole Brain Segmentation with Fully Convolutional Neural Networks. 42 - Xia Zhong, Norbert Strobel, Annette Birkhold
Patient Surface Model and Internal Anatomical Landmarks Embedding. 43-48 - Sharib Ali
Comparison of Self-similarity Measures for Multi-modal Non-rigid Registration of 3D-PLI Brain Images. 49-54 - Nico Merten, Simon Adler, Magnus Hanses, Sylvia Saalfeld, Mathias Becker, Bernhard Preim:
Two-Step Trajectory Visualization for Robot-Assisted Spine Radiofrequency Ablations. 55-60 - Hristina Uzunova, Heinz Handels
Unsupervised Pathology Detection in Medical Images using Learning-based Methods. 61-66 - Kai Nie
Classification of Lobular and Ductal Breast Carcinomas by Texture Analysis in DCE-MRI Data. 67-72 - Paul Jaeger, Sebastian Bickelhaupt, Frederik Bernd Laun
Abstract: Revealing Hidden Potentials of the q-Space Signal in Breast Cancer. 73 - Sandy Engelhardt, Simon Sauerzapf, Sameer Al-Maisary, Matthias Karck, Bernhard Preim, Ivo Wolf, Raffaele De Simone:
Elastic Mitral Valve Silicone Replica Made from 3D-Printable Molds Offer Advanced Surgical Training. 74-79 - Sai Gokul Hariharan, Norbert Strobel, Markus Kowarschik, Rebecca Fahrig, Nassir Navab:
Simulation of Realistic Low Dose Fluoroscopic Images from their High Dose Counterparts. 80-85 - Christoph Luckner, Thomas Mertelmeier, Andreas K. Maier, Ludwig Ritschl:
Towards Full-body X-ray Images. 86-91 - Anselm von Gladiss
Influence of Excitation Signal Coupling on Reconstructed Images in Magnetic Particle Imaging. 92-97 - Stefan B. Ploner, Christian Riess
A Joint Probabilistic Model for Speckle Variance, Amplitude Decorrelation and Interframe Variance (IFV) Optical Coherence Tomography Angiography. 98-102 - Petra Dorn, Peter Walter Fischer, Holger Mnnich, Philip W. Mewes, Muhammad Asim Khalil, Abhinav Gulhar, Andreas K. Maier:
A Simulation Study and Experimental Verification of Hand-Eye-Calibration using Monocular X-Ray. 103-108 - Lilli Kaufhold, Heike Goebel, Hanieh Mirzaee, Christoph Strecker, Andreas Harloff, Anja Hennemuth
Background Correction and Stitching of Histological Plaque Images. 109-114 - Leonid Mill, Bastian Bier, Christopher Syben, Lasse Kling, Anika Klingberg, Silke H. Christiansen, Georg Schett, Andreas K. Maier:
Towards In-Vivo X-Ray Nanoscopy - The Effect of Motion on Image Quality. 115-120 - Jacob Friedemann Fast
Towards Fully Automated Determination of Laryngeal Adductor Reflex Latencies through High-Speed Laryngoscopy Image Processing. 121-126 - Julia Gawellek, Bastian Bier, Garry Gold, Andreas K. Maier:
Fourier-based Reduction of Directed Streak Artifacts in Cone-Beam CT. 127-132 - Julian Brandner, Axel Newe, Wolfgang Aichinger, Linda Becker:
An Open Source Tool for Creating Model Files for Virtual Volume Rendering in PDF Documents. 133-138 - Mickaël Francisco Sereno, Benjamin Köhler, Bernhard Preim:
Comparison of Divergence-Free Filters for Cardiac 4D PC-MRI Data. 139-144 - Lukas Pezenka, Stefan Wolfsberger, Katja Bühler
Employing Spatial Indexing for Flexibility and Scalability in Brain Biopsy Planning. 145-150 - Alexander Twrdik, Ulf-Dietrich Braumann, Franziska Abicht, Wieland Kiess, Toralf Kirsten
Measuring Finger Lengths from 2D Palm Scans. 151-156 - Marcin Kopaczka, Thomas Jantos, Dorit Merhof:
Towards Analysis of Mental Stress Using Thermal Infrared Tomography. 157-162 - Siming Bayer, Roman Schaffert, Nishant Ravikumar
Preliminary Study Investigating Brain Shift Compensation using 3D CBCT Cerebral Vascular Images. 163-168 - Mandy Ahlborg
Abstract: Patches in Magnetic Particle Imaging. 169 - Johannes Bopp, Michael Gallersdörfer, Veronika Ludwig
Phasenkontrast Röntgen mit 2 Phasengittern und medizinisch relevanten Detektoren. 170-175 - Daniela Franz, Maria Dreher, Martin Prinzen, Matthias Teßmann
CT-basiertes virtuelles Fräsen am Felsenbein - Bild- und haptischen Wiederholfrequenzen bei unterschiedlichen Rendering Methoden. 176-181 - Thomas G. Jentschke, Katrin Hegenscheid, Henry Völzke, Florentin Wörgötter, Tatyana Ivanovska:
Segmentierung von Brustvolumina in Magnetresonanztomographiedaten unter der Verwendung von Deep Learning. 182-187 - Nik Mogadas, Thilo Sothmann
Einfluss nicht-rigider Bildregistrierung auf 4D-Dosissimulation bei extrakranieller SBRT. 188-193 - Philip Dietrich, Catherine Schmidt, Henry Völzke, Achim Beule
Effiziente Segmentierung trachealer Strukturen in MRI-Aufnahmen. 194-199 - André Mastmeyer, Matthias Wilms, Heinz Handels
Abstract: Populationsbasierte 4D Bewegungsatlanten für VR Simulationen. 200 - Dominik Waibel, Janek Gröhl, Fabian Isensee, Klaus Hermann Maier-Hein, Lena Maier-Hein:
Abstract: Rekonstruktion der initialen Druckverteilung photoakustischer Bilder mit limitiertem Blickwinkel durch maschinelle Lernverfahren. 201 - Patryk Szwargulski, Nadine Gdaniec, Matthias Graeser
Abstract: Erweiterung des Bildgebungsbereiches bei der Magnetpartikelbildgebung durch externe axiale Verschiebungen. 202 - Timo Kepp, Christine Droigk, Malte Casper, Michael Evers, Nunciada Salma, Dieter Manstein, Heinz Handels
Abstract: Random-Forest-basierte Segmentierung der subkutanen Fettschicht der Mäusehaut in 3D-OCT-Bilddaten. 203 - André Klein, Jan Warszawski, Jens Hillengaß, Klaus Hermann Maier-Hein:
Towards Whole-body CT Bone Segmentation. 204-209 - Mario Amrehn
Ideal Seed Point Location Approximation for GrowCut Interactive Image Segmentation. 210-215 - Christoph Haarburger, Peter Langenberg, Daniel Truhn, Hannah Schneider, Johannes Thüring, Simone Schrading, Christiane K. Kuhl
Transfer Learning for Breast Cancer Malignancy Classification based on Dynamic Contrast-Enhanced MR Images. 216-221 - Yixing Huang
Traditional Machine Learning Techniques for Streak Artifact Reduction in Limited Angle Tomography. 222-227 - Lara-Maria Steffes, Marc Aubreville
Classification of Polyethylene Particles and the Local CD3+ Lymphocytosis in Histological Slices. 228-233 - Florian Schiffers, Zekuan Yu
Synthetic Fundus Fluorescein Angiography using Deep Neural Networks. 234-238 - Andreas Uhl, Michael Liedlgruber
Hippocampus Segmentation and SPHARM Coefficient Selection are Decisive for MCI Detection. 239-244 - Maximilian Krappmann, Marc Aubreville
Classification of Mitotic Cells - Potentials Beyond the Limits of Small Data Sets. 245-250 - Janani G. Nadar, Xia Zhong, Andreas K. Maier:
Markerless Coil Classification and Localization in a Routine MRI Examination Setting using an RGB-D Camera. 251-256 - Sulaiman Vesal, Nishant Ravikumar
Comparative Analysis of Unsupervised Algorithms for Breast MRI Lesion Segmentation. 257-262 - Oleksiy Rybakov, Daniel Stromer, Irina Mischewski, Andreas K. Maier:
Segmentation of Fat and Fascias in Canine Ultrasound Images. 263-268 - Shuqing Chen, Sabrina Dorn, Michael Lell, Marc Kachelrieß, Andreas K. Maier:
Manifold Learning-based Data Sampling for Model Training. 269-274 - Georg Hille, Steffen Serowy, Klaus Tönnies, Sylvia Saalfeld:
Computer-aided Detection of the Most Suitable MRI Sequences for Subsequent Spinal Metastasis Delineation. 275-279 - Alena-Kathrin Schnurr, Khanlian Chung, Lothar R. Schad, Frank G. Zöllner:
Abstract: Deep Residual Learning for Limited Angle Artefact Correction. 280 - Christian Neumann
Abstract: AngioUnet - A Convolutional Neural Network for Vessel Segmentation in Cerebral DSA Series. 281 - Lukas Brausch
Abstract: Measuring Muscle Contractions from Single Element Transducer Ultrasound Data using Machine Learning Strategies. 282 - Markus auf der Mauer, Paul-Louis Pröve, Eilin Jopp, Jochen Herrmann, Michael Groth, Michael M. Morlock, Ben Stanczus, Dennis Säring:
Abstract: Automated Segmentation of Bones for the Age Assessment in 3D MR Images using Convolutional Neural Networks. 283 - Julia Schottenhamml, Eric M. Moult, Eduardo A. Novais, Martin F. Kraus, ByungKun Lee
Abstract: OCT-OCTA Segmentation - A Novel Framework and an Application to Segment Bruch's Membrane in the Presence of Drusen. 284 - Leslie Casas, Chris Mürwald, Felix Achilles, Diana Mateus
Human Pose Estimation from Pressure Sensor Data. 285-290 - Johannes Maier, Michaela Huber, Uwe Katzky, Jérôme Perret, Thomas Wittenberg
Force-feedback-assisted Bone Drilling Simulation Based on CT Data. 291-296 - Ingrid Scholl, Sebastian Suder, Stefan Schiffer
Direct Volume Rendering in Virtual Reality. 297-302 - Ibraheem Al-Dhamari
Automatic Multi-modal Cervical Spine Image Atlas Segmentation - Using Adaptive Stochastic Gradient Descent. 303-308 - Marc Aubreville
SlideRunner - A Tool for Massive Cell Annotations in Whole Slide Images. 309-314 - Caspar J. Goch, Jasmin Metzger, Martin Hettich, André Klein, Tobias Norajitra, Michael Götz
Automated Containerized Medical Image Processing Based on MITK and Python - A Modular System to Implement Medical Image Processing Pipelines and Visualize Meta Data. 315 - Thomas Wollmann
Multi-channel Deep Transfer Learning for Nuclei Segmentation in Glioblastoma Cell Tissue Images. 316-321 - Matthias Bergler, Maximilian Weiherer, Tobias Bergen, Malte Avenhaus, David Rauber, Thomas Wittenberg
Stitching Pathological Tissue Images using DOP Feature Tracking. 322-327 - Maike P. Stoeve, Marc Aubreville
Motion Artifact Detection in Confocal Laser Endomicroscopy Images. 328-333 - Alexander Effland
Variational Networks for Joint Image Reconstruction and Classification of Tumor Immune Cell Interactions in Melanoma Tissue Sections. 334-340 - Weilin Fu, Katharina Breininger, Roman Schaffert, Nishant Ravikumar
Frangi-Net. 341-346 - Nico Merten, Kai Lawonn, Philipp Genseke, Oliver S. Großer
Lung Vessel Enhancement in Low-Dose CT Scans - The LANCELOT Method. 347-352 - Mina Rezaei, Haojin Yang, Christoph Meinel:
Whole Heart and Great Vessel Segmentation with Context-aware of Generative Adversarial Networks. 353-358 - Samuel Voß
Impact of Gradual Vascular Deformations on the Intra-aneurysmal Hemodynamics. 359-364 - Tobias Geimer, Mathias Unberath
Myocardial Twist from X-ray Angiography - Can we Observe Left Ventricular Twist in Rotational Coronary Angiography? 365-370 - Maik Stille
Abstract: Retrieval of Attenuation Values by the Augmented Likelihood Image Reconstruction in the Presence of Metal Artefacts. 371 - André Aichert, Katharina Breininger, Thomas Köhler, Andreas K. Maier:
Abstract: Efficient Epipolar Consistency. 372 - Patryk Szwargulski, Nadine Gdaniec, Tobias Knopp
Magnetic-Particle-Imaging mit mehreren Gradientenstärken. 373 - Cosmin Adrian Morariu, Alice Eckhardt, Tobias Terheiden, Stefan Landgräber, Marcus Jäger, Josef Pauli:
3D Adaptive Wavelet Shrinkage Denoising while Preserving Fine Structures. 374-379 - Franziska Schirrmacher, Thomas Köhler, Lennart Husvogt, James G. Fujimoto, Joachim Hornegger, Andreas K. Maier:
Abstract: QuaSI - Quantile Sparse Image - A Prior for Spatio-Temporal Denoising of Retinal OCT Data. 380
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