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ORCIDBildverarbeitung 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, Javad Fotouhi, Emerson Tucker, Alex Johnson, Greg Osgood, Nassir Navab:
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, Dominique Töpfer, Michael Bangemann, Andreas K. Maier:
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, Michael Götz, Benjamin F. B. Mayer, Klaus Hermann Maier-Hein, Daniel S. Elson, Lena Maier-Hein:
Abstract: Physiological Parameter Estimation from Multispectral Images Unleashed. 36 - Julia Krüger, Jan Ehrhardt, Heinz Handels:
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, Ozan Oktay:
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, Markus Kowarschik, Rebecca Fahrig, Andreas K. Maier:
Patient Surface Model and Internal Anatomical Landmarks Embedding. 43-48 - Sharib Ali, Dehui Lin, Markus Axer, Karl Rohr:
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, Jan Ehrhardt:
Unsupervised Pathology Detection in Medical Images using Learning-based Methods. 61-66 - Kai Nie, Gabriel Mistelbauer, Bernhard Preim:
Classification of Lobular and Ductal Breast Carcinomas by Texture Analysis in DCE-MRI Data. 67-72 - Paul 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:
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, Matthias Graeser, Thorsten M. Buzug:
Influence of Excitation Signal Coupling on Reconstructed Images in Magnetic Particle Imaging. 92-97 - Stefan B. Ploner, Christian Riess, Julia Schottenhamml, Eric M. Moult, Nadia K. Waheed, James G. Fujimoto, Andreas K. Maier:
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, Martin Ptok, Michael Jungheim, Robin Szymanski, Tobias Ortmaier, Lüder A. Kahrs:
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, Andreas K. Maier, Xiaodong Tong, Hu Wang, Martin Ostermeier, Rebecca Fahrig:
Preliminary Study Investigating Brain Shift Compensation using 3D CBCT Cerebral Vascular Images. 163-168 - Mandy Ahlborg, Christian Kaethner, Patryk Szwargulski, Tobias Knopp, Thorsten M. Buzug:
Abstract: Patches in Magnetic Particle Imaging. 169 - Johannes Bopp, Michael Gallersdörfer, Veronika Ludwig, Maria Seifert, Andreas K. Maier, Gisela Anton, Christian Riess:
Phasenkontrast Röntgen mit 2 Phasengittern und medizinisch relevanten Detektoren. 170-175 - Daniela Franz, Maria Dreher, Martin Prinzen, Matthias Teßmann, Christoph Palm, Uwe Katzky, Jérôme Perret, Mathias Hofer, Thomas Wittenberg:
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, René Werner:
Einfluss nicht-rigider Bildregistrierung auf 4D-Dosissimulation bei extrakranieller SBRT. 188-193 - Philip Dietrich, Catherine Schmidt, Henry Völzke, Achim Beule, Florentin Wörgötter, Tatyana Ivanovska:
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, Martin Möddel, Florian Griese, Tobias Knopp:
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, Maddalena Strumia, Stefan Steidl, Tim Horz, Markus Kowarschik, Andreas K. Maier:
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, Dorit Merhof:
Transfer Learning for Breast Cancer Malignancy Classification based on Dynamic Contrast-Enhanced MR Images. 216-221 - Yixing Huang, Yanye Lu, Oliver Taubmann, Guenter Lauritsch, Andreas K. Maier:
Traditional Machine Learning Techniques for Streak Artifact Reduction in Limited Angle Tomography. 222-227 - Lara-Maria Steffes, Marc Aubreville, Stefan Sesselmann, Veit Krenn, Andreas K. Maier:
Classification of Polyethylene Particles and the Local CD3+ Lymphocytosis in Histological Slices. 228-233 - Florian Schiffers, Zekuan Yu, Steve Arguin, Andreas K. Maier, Qiushi Ren:
Synthetic Fundus Fluorescein Angiography using Deep Neural Networks. 234-238 - Andreas Uhl, Michael Liedlgruber, Kevin Butz, Yvonne Höller, Georgi Kuchukhidze, Alexandra Taylor, Aljoscha Thomschewski, Ottavio Tomasi, Eugen Trinka:
Hippocampus Segmentation and SPHARM Coefficient Selection are Decisive for MCI Detection. 239-244 - Maximilian Krappmann, Marc Aubreville, Andreas K. Maier, Christof Bertram, Robert Klopfleisch:
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, Stephan Ellmann, Andreas K. Maier:
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, Klaus D. Tönnies, Regina Pohle-Fröhlich:
Abstract: AngioUnet - A Convolutional Neural Network for Vessel Segmentation in Cerebral DSA Series. 281 - Lukas Brausch, Holger Hewener:
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, 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:
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, Dietrich Huber, Nassir Navab, Stefanie Demirci:
Human Pose Estimation from Pressure Sensor Data. 285-290 - Johannes Maier, Michaela Huber, Uwe Katzky, Jérôme Perret, Thomas Wittenberg, Christoph Palm:
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, Sabine Bauer, Dietrich Paulus:
Automatic Multi-modal Cervical Spine Image Atlas Segmentation - Using Adaptive Stochastic Gradient Descent. 303-308 - Marc Aubreville, Christof Bertram, Robert Klopfleisch, Andreas K. Maier:
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, Jens Petersen, Klaus H. Maier-Hein, Marco Nolden:
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, Julia Ivanova, Manuel Gunkel, Inn Chung, Holger Erfle, Karsten Rippe, Karl Rohr:
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, Christian Münzenmayer, Michaela Benz:
Stitching Pathological Tissue Images using DOP Feature Tracking. 322-327 - Maike P. Stoeve, Marc Aubreville, Nicolai Oetter, Christian Knipfer, Helmut Neumann, Florian Stelzle, Andreas K. Maier:
Motion Artifact Detection in Confocal Laser Endomicroscopy Images. 328-333 - Alexander Effland, Michael Hölzel, Teresa Klatzer, Erich Kobler, Jennifer Landsberg, Leonie Neuhäuser, Thomas Pock, Martin Rumpf:
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, Tobias Würfl, Jim Fujimoto, Eric Moult, Andreas K. Maier:
Frangi-Net. 341-346 - Nico Merten, Kai Lawonn, Philipp Genseke, Oliver S. Großer, Bernhard Preim:
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, Patrick Saalfeld, Sylvia Saalfeld, Oliver Beuing, Gábor Janiga, Bernhard Preim:
Impact of Gradual Vascular Deformations on the Intra-aneurysmal Hemodynamics. 359-364 - Tobias Geimer, Mathias Unberath, Johannes Höhn, Stephan Achenbach, Andreas K. Maier:
Myocardial Twist from X-ray Angiography - Can we Observe Left Ventricular Twist in Rotational Coronary Angiography? 365-370 - Maik Stille, Christian Ziemann, Florian Cremers, Dirk Rades, Thorsten M. Buzug:
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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