Table of Contents

• Systems Medicine - The Next Generation of Computer-assisted Precision MedicineJan Baumbach. 1 [doi]
• Reinventing Bone Surgery - From Planning to Execution of a Hard-Tissue CutPhilippe Cattin. 2 [doi]
• From Mechanistic to Data-driven Models for Surgical Planning, Guidance and SimulationZeike A. Taylor. 3 [doi]
• Precision Imaging - From Population Imaging Analytics to In-silico Clinical TrialsAlejandro F. Frangi. 4 [doi]
• Deep Learning FundamentalsKatharina Breininger, Vincent Christlein, Tobias Würfl, Andreas K. Maier. 5 [doi]
• Advanced Deep Learning MethodsPaul Jäger, Fabian Isensee, Jens Petersen, David Zimmerer, Jakob Wasserthal, Klaus Hermann Maier-Hein. 6 [doi]
• Innovation Generation, Disruption and Exponential Technologies in Medical ImagingMichael Friebe. 7 [doi]
• EndoscopyThomas Wittenberg. 8 [doi]
• Abstract: Digitale Pathologie für mobile EndgeräteHannah Büchner, Ingmar Gergel. 9 [doi]
• Abstract: Digital Cytomorphology - Deep Learning on an Image Data Set of Cell Morphologies in Acute Myeloid LeukemiaChristian Matek, Carsten Marr, Karsten Spiekermann. 10 [doi]
• Abstract: First Approaches Towards Automatic Detection of Microaneurysms in OCTA ImagesLennart Husvogt, A. Yasin Alibhai, Eric Moult, James G. Fujimoto, Nadia Waheed, Andreas K. Maier. 11-12 [doi]
• Abstract: Automatic Malignancy Estimation for Pulmonary Nodules from CT ImagesKatrin Mentl, Rimon Saffoury, Andreas K. Maier. 13 [doi]
• Abstract: Amplitude of Brain Signals Classify Hunger Status based on Machine Learning in Resting-state fMRIArkan Al-Zubaidi. 14-15 [doi]
• Abstract: Assessment of Segmentation Dependence in Macroscopic Lung Cavity ExtractionAsmaa Khdeir, Tobias Geimer, Shuqing Chen, Eric Goppert, Maximilian Dankbar, Christoph Bert, Andreas K. Maier. 16 [doi]
• Abstract: Percutaneous Pelvis Fixation Using the Camera-augmented C-arm - First Successes in Ex Vivo DeploymentMathias Unberath, Javad Fotouhi, Emerson Tucker, Alex Johnson, Greg Osgood, Nassir Navab. 17-18 [doi]
• Abstract: Augmented Reality im OperationssaalStephan Vedder. 19 [doi]
• Abstract: Efficient Labeling of Optical Coherence Tomography Angiography Data using Eye TrackingLennart Husvogt, Eric Moult, Nadia Waheed, James G. Fujimoto, Andreas K. Maier. 20-21 [doi]
• Abstract: Leveraging Open Source Software to Close Translational Gaps in Medical Image ComputingJens Petersen, Sabine Heiland, Martin Bendszus, Jürgen Debus, Marco Nolden, Caspar J. Goch, Klaus Hermann Maier-Hein. 22 [doi]
• 3D-CNNs for Deep Binary Descriptor Learning in Medical Volume DataMax Blendowski, Mattias P. Heinrich. 23-28 [doi]
• Detecting and Measuring Surface Area of Skin LesionsHouman Mirzaalian-Dastjerdi, Dominique Töpfer, Michael Bangemann, Andreas K. Maier. 29-34 [doi]
• Abstract: Deep Hashing for Large-Scale Medical Image RetrievalSailesh Conjeti, Magdalini Paschali, Abhijit Guha Roy, Nassir Navab. 35 [doi]
• Abstract: Physiological Parameter Estimation from Multispectral Images UnleashedSebastian J. Wirkert, Anant S. Vemuri, Hannes Götz Kenngott, Sara Moccia, Michael Götz, Benjamin F. B. Mayer, Klaus Hermann Maier-Hein, Daniel S. Elson, Lena Maier-Hein. 36 [doi]
• Abstract: Probabilistic Appearance Models for Medical Image AnalysisJulia Krüger, Jan Ehrhardt, Heinz Handels. 37-38 [doi]
• Abstract: Robust Multi-Scale Anatomical Landmark Detection in Incomplete 3D-CT DataFlorin C. Ghesu, Bogdan Georgescu, Sasa Grbic, Andreas K. Maier, Joachim Hornegger, Dorin Comaniciu. 39 [doi]
• Abstract: Exploring Sparsity in CNNs for Medical Image Segmentation BRIEFnetMattias P. Heinrich, Ozan Oktay. 40-41 [doi]
• Abstract: Fast MRI Whole Brain Segmentation with Fully Convolutional Neural NetworksAbhijit Guha Roy, Sailesh Conjeti, Nassir Navab, Christian Wachinger. 42 [doi]
• Patient Surface Model and Internal Anatomical Landmarks EmbeddingXia Zhong, Norbert Strobel, Annette Birkhold, Markus Kowarschik, Rebecca Fahrig, Andreas K. Maier. 43-48 [doi]
• Comparison of Self-similarity Measures for Multi-modal Non-rigid Registration of 3D-PLI Brain ImagesSharib Ali, Dehui Lin, Markus Axer, Karl Rohr. 49-54 [doi]
• Two-Step Trajectory Visualization for Robot-Assisted Spine Radiofrequency AblationsNico Merten, Simon Adler, Magnus Hanses, Sylvia Saalfeld, Mathias Becker, Bernhard Preim. 55-60 [doi]
• Unsupervised Pathology Detection in Medical Images using Learning-based MethodsHristina Uzunova, Heinz Handels, Jan Ehrhardt. 61-66 [doi]
• Classification of Lobular and Ductal Breast Carcinomas by Texture Analysis in DCE-MRI DataKai Nie, Gabriel Mistelbauer, Bernhard Preim. 67-72 [doi]
• Abstract: Revealing Hidden Potentials of the q-Space Signal in Breast CancerPaul Jaeger, Sebastian Bickelhaupt, Frederik Bernd Laun, Wolfgang Lederer, Daniel Heidi, Tristan Anselm Kuder, Daniel Paech, David Bonekamp, Alexander Radbruch, Stefan Delorme, Heinz-Peter Schlemmer, Franziska Steudle, Klaus Hermann Maier-Hein. 73 [doi]
• Elastic Mitral Valve Silicone Replica Made from 3D-Printable Molds Offer Advanced Surgical TrainingSandy Engelhardt, Simon Sauerzapf, Sameer Al-Maisary, Matthias Karck, Bernhard Preim, Ivo Wolf, Raffaele De Simone. 74-79 [doi]
• Simulation of Realistic Low Dose Fluoroscopic Images from their High Dose CounterpartsSai Gokul Hariharan, Norbert Strobel, Markus Kowarschik, Rebecca Fahrig, Nassir Navab. 80-85 [doi]
• Towards Full-body X-ray ImagesChristoph Luckner, Thomas Mertelmeier, Andreas K. Maier, Ludwig Ritschl. 86-91 [doi]
• Influence of Excitation Signal Coupling on Reconstructed Images in Magnetic Particle ImagingAnselm von Gladiss, Matthias Graeser, Thorsten M. Buzug. 92-97 [doi]
• A Joint Probabilistic Model for Speckle Variance, Amplitude Decorrelation and Interframe Variance (IFV) Optical Coherence Tomography AngiographyStefan B. Ploner, Christian Riess, Julia Schottenhamml, Eric M. Moult, Nadia K. Waheed, James G. Fujimoto, Andreas K. Maier. 98-102 [doi]
• A Simulation Study and Experimental Verification of Hand-Eye-Calibration using Monocular X-RayPetra Dorn, Peter Walter Fischer, Holger Mnnich, Philip W. Mewes, Muhammad Asim Khalil, Abhinav Gulhar, Andreas K. Maier. 103-108 [doi]
• Background Correction and Stitching of Histological Plaque ImagesLilli Kaufhold, Heike Goebel, Hanieh Mirzaee, Christoph Strecker, Andreas Harloff, Anja Hennemuth. 109-114 [doi]
• Towards In-Vivo X-Ray Nanoscopy - The Effect of Motion on Image QualityLeonid Mill, Bastian Bier, Christopher Syben, Lasse Kling, Anika Klingberg, Silke Christiansen, Georg Schett, Andreas K. Maier. 115-120 [doi]
• Towards Fully Automated Determination of Laryngeal Adductor Reflex Latencies through High-Speed Laryngoscopy Image ProcessingJacob Friedemann Fast, Martin Ptok, Michael Jungheim, Robin Szymanski, Tobias Ortmaier, Lüder A. Kahrs. 121-126 [doi]
• Fourier-based Reduction of Directed Streak Artifacts in Cone-Beam CTJulia Gawellek, Bastian Bier, Garry Gold, Andreas K. Maier. 127-132 [doi]
• An Open Source Tool for Creating Model Files for Virtual Volume Rendering in PDF DocumentsAxel Newe, Julian Brandner, Wolfgang Aichinger, Linda Becker. 133-138 [doi]
• Comparison of Divergence-Free Filters for Cardiac 4D PC-MRI DataMickäel Francisco Sereno, Benjamin Köhler 0001, Bernhard Preim. 139-144 [doi]
• Employing Spatial Indexing for Flexibility and Scalability in Brain Biopsy PlanningLukas Pezenka, Stefan Wolfsberger, Katja Bühler. 145-150 [doi]
• Measuring Finger Lengths from 2D Palm ScansAlexander Twrdik, Ulf-Dietrich Braumann, Franziska Abicht, Wieland Kiess, Toralf Kirsten. 151-156 [doi]
• Towards Analysis of Mental Stress Using Thermal Infrared TomographyMarcin Kopaczka, Thomas Jantos, Dorit Merhof. 157-162 [doi]
• Preliminary Study Investigating Brain Shift Compensation using 3D CBCT Cerebral Vascular ImagesSiming Bayer, Roman Schaffert, Nishant Ravikumar, Andreas K. Maier, Xiaodong Tong, Hu Wang, Martin Ostermeier, Rebecca Fahrig. 163-168 [doi]
• Abstract: Patches in Magnetic Particle ImagingMandy Ahlborg, Christian Kaethner, Patryk Szwargulski, Tobias Knopp, Thorsten M. Buzug. 169 [doi]
• Phasenkontrast Röntgen mit 2 Phasengittern und medizinisch relevanten DetektorenJohannes Bopp, Michael Gallersdörfer, Veronika Ludwig, Maria Seifert, Andreas K. Maier, Gisela Anton, Christian Riess. 170-175 [doi]
• CT-basiertes virtuelles Fräsen am Felsenbein - Bild- und haptischen Wiederholfrequenzen bei unterschiedlichen Rendering MethodenDaniela Franz, Maria Dreher, Martin Prinzen, Matthias Teßmann, Christoph Palm, Uwe Katzky, Jérôme Perret, Mathias Hofer, Thomas Wittenberg. 176-181 [doi]
• Segmentierung von Brustvolumina in Magnetresonanztomographiedaten unter der Verwendung von Deep LearningTatyana Ivanovska, Thomas G. Jentschke, Katrin Hegenscheid, Henry Völzke, Florentin Wörgötter. 182-187 [doi]
• Einfluss nicht-rigider Bildregistrierung auf 4D-Dosissimulation bei extrakranieller SBRTNik Mogadas, Thilo Sothmann, René Werner. 188-193 [doi]
• Effiziente Segmentierung trachealer Strukturen in MRI-AufnahmenTatyana Ivanovska, Philip Dietrich, Catherine Schmidt, Henry Völzke, Achim Beule, Florentin Wörgötter. 194-199 [doi]
• Abstract: Populationsbasierte 4D Bewegungsatlanten für VR SimulationenAndré Mastmeyer, Matthias Wilms, Heinz Handels. 200 [doi]
• Abstract: Rekonstruktion der initialen Druckverteilung photoakustischer Bilder mit limitiertem Blickwinkel durch maschinelle LernverfahrenDominik Waibel, Janek Gröhl, Fabian Isensee, Klaus Hermann Maier-Hein, Lena Maier-Hein. 201 [doi]
• Abstract: Erweiterung des Bildgebungsbereiches bei der Magnetpartikelbildgebung durch externe axiale VerschiebungenPatryk Szwargulski, Nadine Gdaniec, Matthias Graeser, Martin Möddel, Florian Griese, Tobias Knopp. 202 [doi]
• Abstract: Random-Forest-basierte Segmentierung der subkutanen Fettschicht der Mäusehaut in 3D-OCT-BilddatenTimo Kepp, Christine Droigk, Malte Casper, Michael Evers, Nunciada Salma, Dieter Manstein, Heinz Handels. 203 [doi]
• Towards Whole-body CT Bone SegmentationAndré Klein, Jan Warszawski, Jens Hillengaß, Klaus Hermann Maier-Hein. 204-209 [doi]
• Ideal Seed Point Location Approximation for GrowCut Interactive Image SegmentationMario Amrehn, Maddalena Strumia, Stefan Steidl, Tim Horz, Markus Kowarschik, Andreas K. Maier. 210-215 [doi]
• Transfer Learning for Breast Cancer Malignancy Classification based on Dynamic Contrast-Enhanced MR ImagesChristoph Haarburger, Peter Langenberg, Daniel Truhn, Hannah Schneider, Johannes Thüring, Simone Schrading, Christiane K. Kuhl, Dorit Merhof. 216-221 [doi]
• Traditional Machine Learning Techniques for Streak Artifact Reduction in Limited Angle TomographyYixing Huang, Yanye Lu, Oliver Taubmann, Guenter Lauritsch, Andreas K. Maier. 222-227 [doi]
• Classification of Polyethylene Particles and the Local CD3+ Lymphocytosis in Histological SlicesLara-Maria Steffes, Marc Aubreville, Stefan Sesselmann, Veit Krenn, Andreas K. Maier. 228-233 [doi]
• Synthetic Fundus Fluorescein Angiography using Deep Neural NetworksFlorian Schiffers, Zekuan Yu, Steve Arguin, Andreas K. Maier, QiuShi Ren. 234-238 [doi]
• Hippocampus Segmentation and SPHARM Coefficient Selection are Decisive for MCI DetectionAndreas Uhl, Michael Liedlgruber, K. Butz, Yvonne Höller, G. Kuchukhidze, A. Taylor, A. Thomschevwki, O. Tomasi, Eugen Trinka. 239-244 [doi]
• Classification of Mitotic Cells - Potentials Beyond the Limits of Small Data SetsMaximilian Krappmann, Marc Aubreville, Andereas Maier, Christof Bertram, Robert Klopfleisch. 245-250 [doi]
• Markerless Coil Classification and Localization in a Routine MRI Examination Setting using an RGB-D CameraJanani G. Nadar, Xia Zhong, Andreas K. Maier. 251-256 [doi]
• Comparative Analysis of Unsupervised Algorithms for Breast MRI Lesion SegmentationSulaiman Vesal, Nishant Ravikumar, Stephan Ellmann, Andreas K. Maier. 257-262 [doi]
• Segmentation of Fat and Fascias in Canine Ultrasound ImagesOleksiy Rybakov, Daniel Stromer, Irina Mischewski, Andreas K. Maier. 263-268 [doi]
• Manifold Learning-based Data Sampling for Model TrainingShuqing Chen, Sabrina Dorn, Michael Lell, Marc Kachelrieß, Andreas K. Maier. 269-274 [doi]
• Computer-aided Detection of the Most Suitable MRI Sequences for Subsequent Spinal Metastasis DelineationGeorg Hille, Steffen Serowy, Klaus Tönnies, Sylvia Saalfeld. 275-279 [doi]
• Abstract: Deep Residual Learning for Limited Angle Artefact CorrectionAlena-Kathrin Schnurr, Khanlian Chung, Lothar R. Schad, Frank G. Zöllner. 280 [doi]
• Abstract: AngioUnet - A Convolutional Neural Network for Vessel Segmentation in Cerebral DSA SeriesChristian Neumann, Klaus D. Tönnies, Regina Pohle-Fröhlich. 281 [doi]
• Abstract: Measuring Muscle Contractions from Single Element Transducer Ultrasound Data using Machine Learning StrategiesLukas Brausch, Holger Hewener. 282 [doi]
• Abstract: Automated Segmentation of Bones for the Age Assessment in 3D MR Images using Convolutional Neural NetworksMarkus auf der Mauer, Paul-Louis Pröve, Eilin Jopp, Jochen Herrmann, Michael Groth, Michael M. Morlock, Ben Stanczus, Dennis Säring. 283 [doi]
• Abstract: OCT-OCTA Segmentation - A Novel Framework and an Application to Segment Bruch's Membrane in the Presence of DrusenJulia Schottenhamml, Eric M. Moult, Eduardo A. Novais, Martin F. Kraus, ByungKun Lee, WooJhon Choi, Stefan B. Ploner, Lennart Husvogt, Chen D. Lu, Patrick Yiu, Philip J. Rosenfeld, Jay S. Duker, Andreas K. Maier, Nadia Waheed, James G. Fujimoto. 284 [doi]
• Human Pose Estimation from Pressure Sensor DataLeslie Casas, Chris Mürwald, Felix Achilles, Diana Mateus, Dietrich Huber, Nassir Navab, Stefanie Demirci. 285-290 [doi]
• Force-feedback-assisted Bone Drilling Simulation Based on CT DataJohannes Maier, Michaela Huber, Uwe Katzky, Jérôme Perret, Thomas Wittenberg, Christoph Palm. 291-296 [doi]
• Direct Volume Rendering in Virtual RealityIngrid Scholl, Sebastian Suder, Stefan Schiffer. 297-302 [doi]
• Automatic Multi-modal Cervical Spine Image Atlas Segmentation - Using Adaptive Stochastic Gradient DescentIbraheem Al-Dhamari, Sabine Bauer 0001, Dietrich Paulus. 303-308 [doi]
• SlideRunner - A Tool for Massive Cell Annotations in Whole Slide ImagesMarc Aubreville, Christof Bertram, Robert Klopfleisch, Andreas K. Maier. 309-314 [doi]
• Automated Containerized Medical Image Processing Based on MITK and Python - A Modular System to Implement Medical Image Processing Pipelines and Visualize Meta DataCaspar J. Goch, Jasmin Metzger, Martin Hettich, André Klein, Tobias Norajitra, Michael Götz, Jens Petersen, Klaus H. Maier-Hein, Marco Nolden. 315 [doi]
• Multi-channel Deep Transfer Learning for Nuclei Segmentation in Glioblastoma Cell Tissue ImagesThomas Wollmann, Julia Ivanova, Manuel Gunkel, Inn Chung, Holger Erfle, Karsten Rippe, Karl Rohr. 316-321 [doi]
• Stitching Pathological Tissue Images using DOP Feature TrackingMatthias Bergler, Maximilian Weiherer, Tobias Bergen, Malte Avenhaus, David Rauber, Thomas Wittenberg, Christian Münzenmayer, Michaela Benz. 322-327 [doi]
• Motion Artifact Detection in Confocal Laser Endomicroscopy ImagesMaike P. Stoeve, Marc Aubreville, Nicolai Oetter, Christian Knipfer, Helmut Neumann, Florian Stelzle, Andreas K. Maier. 328-333 [doi]
• Variational Networks for Joint Image Reconstruction and Classification of Tumor Immune Cell Interactions in Melanoma Tissue SectionsAlexander Effland, Michael Hölzel, Teresa Klatzer, Erich Kobler, Jennifer Landsberg, Leonie Neuhäuser, Thomas Pock, Martin Rumpf. 334-340 [doi]
• Frangi-NetWeilin Fu, Katharina Breininger, Roman Schaffert, Nishant Ravikumar, Tobias Würfl, Jim Fujimoto, Eric Moult, Andreas K. Maier. 341-346 [doi]
• Lung Vessel Enhancement in Low-Dose CT Scans - The LANCELOT MethodNico Merten, Kai Lawonn, Philipp Gensecke, Oliver Großer, Bernhard Preim. 347-352 [doi]
• Whole Heart and Great Vessel Segmentation with Context-aware of Generative Adversarial NetworksMina Rezaei, Haojin Yang, Christoph Meinel. 353-358 [doi]
• Impact of Gradual Vascular Deformations on the Intra-aneurysmal HemodynamicsSamuel Voß, Patrick Saalfeld, Sylvia Saalfeld, Oliver Beuing, Gábor Janiga, Bernhard Preim. 359-364 [doi]
• Myocardial Twist from X-ray Angiography - Can we Observe Left Ventricular Twist in Rotational Coronary Angiography?Tobias Geimer, Mathias Unberath, Johannes Höhn, Stephan Achenbach, Andreas K. Maier. 365-370 [doi]
• Abstract: Retrieval of Attenuation Values by the Augmented Likelihood Image Reconstruction in the Presence of Metal ArtefactsMaik Stille, Christian Ziemann, Florian Cremers, Dirk Rades, Thorsten M. Buzug. 371 [doi]
• Abstract: Efficient Epipolar ConsistencyAndré Aichert, Katharina Breininger, Thomas Köhler, Andreas K. Maier. 372 [doi]
• Magnetic-Particle-Imaging mit mehreren GradientenstärkenPatryk Szwargulski, Nadine Gdaniec, Tobias Knopp. 373 [doi]
• 3D Adaptive Wavelet Shrinkage Denoising while Preserving Fine StructuresCosmin Adrian Morariu, Alice Eckhardt, Tobias Terheiden, Stefan Landgräber, Marcus Jäger, Josef Pauli. 374-379 [doi]
• Abstract: QuaSI - Quantile Sparse Image - A Prior for Spatio-Temporal Denoising of Retinal OCT DataFranziska Schirrmacher, Thomas Köhler, Lennart Husvogt, James G. Fujimoto, Joachim Hornegger, Andreas K. Maier. 380 [doi]