Ausgabe 11/2019
IJCARS - BVM 2019 Special Issue (Pages: 1823 - 1921); Regular Articles (Pages: 1923 – 2043)
Inhalt (21 Artikel)
IJCARS: BVM 2019 special issue
Andreas Maier, Thomas M. Deserno, Heinz Handels, Klaus Maier-Hein, Christoph Palm, Thomas Tolxdorff
Robust GPU-based virtual reality simulation of radio-frequency ablations for various needle geometries and locations
Niclas Kath, Heinz Handels, Andre Mastmeyer
Deep transfer learning methods for colon cancer classification in confocal laser microscopy images
Nils Gessert, Marcel Bengs, Lukas Wittig, Daniel Drömann, Tobias Keck, Alexander Schlaefer, David B. Ellebrecht
Hyperparameter optimization for image analysis: application to prostate tissue images and live cell data of virus-infected cells
Christian Ritter, Thomas Wollmann, Patrick Bernhard, Manuel Gunkel, Delia M. Braun, Ji-Young Lee, Jan Meiners, Ronald Simon, Guido Sauter, Holger Erfle, Karsten Rippe, Ralf Bartenschlager, Karl Rohr
Pitfalls in interventional X-ray organ dose assessment—combined experimental and computational phantom study: application to prostatic artery embolization
Philipp Roser, Annette Birkhold, Xia Zhong, Philipp Ochs, Elizaveta Stepina, Markus Kowarschik, Rebecca Fahrig, Andreas Maier
Fusing information from multiple 2D depth cameras for 3D human pose estimation in the operating room
Lasse Hansen, Marlin Siebert, Jasper Diesel, Mattias P. Heinrich
FAConstructor: an interactive tool for geometric modeling of nerve fiber architectures in the brain
Jan André Reuter, Felix Matuschke, Miriam Menzel, Nicole Schubert, Kévin Ginsburger, Cyril Poupon, Katrin Amunts, Markus Axer
Simultaneous reconstruction of multiple stiff wires from a single X-ray projection for endovascular aortic repair
Katharina Breininger, Moritz Hanika, Mareike Weule, Markus Kowarschik, Marcus Pfister, Andreas Maier
Memory-efficient 2.5D convolutional transformer networks for multi-modal deformable registration with weak label supervision applied to whole-heart CT and MRI scans
Alessa Hering, Sven Kuckertz, Stefan Heldmann, Mattias P. Heinrich
Multiresolution vessel detection in magnetic particle imaging using wavelets and a Gaussian mixture model
Christine Droigk, Marco Maass, Alfred Mertins
Fully automated intracranial ventricle segmentation on CT with 2D regional convolutional neural network to estimate ventricular volume
Trevor J. Huff, Parker E. Ludwig, David Salazar, Justin A. Cramer
Toward real-time rigid registration of intra-operative ultrasound with preoperative CT images for lumbar spinal fusion surgery
Houssem-Eddine Gueziri, Simon Drouin, Charles X. B. Yan, D. Louis Collins
Voxel-wise assessment of lung aeration changes on CT images using image registration: application to acute respiratory distress syndrome (ARDS)
Maciej Orkisz, Alfredo Morales Pinzón, Jean-Christophe Richard, Claude Guérin, Leslie Evelyn Solórzano Vargas, Daniela Florentina Sicaru, Camila García Hernández, Margarita M. Gómez Ballén, Bruno Neyran, Eduardo E. Dávila Serrano, Marcela Hernández Hoyos
Medial axis segmentation of cranial nerves using shape statistics-aware discrete deformable models
Sharmin Sultana, Praful Agrawal, Shireen Elhabian, Ross Whitaker, Jason E. Blatt, Benjamin Gilles, Justin Cetas, Tanweer Rashid, Michel A. Audette
Automated pulmonary nodule detection in CT images using 3D deep squeeze-and-excitation networks
Li Gong, Shan Jiang, Zhiyong Yang, Guobin Zhang, Lu Wang
Deep learning for World Health Organization grades of pancreatic neuroendocrine tumors on contrast-enhanced magnetic resonance images: a preliminary study
Xuan Gao, Xiaolin Wang
Machine learning methods for automated technical skills assessment with instructional feedback in ultrasound-guided interventions
Matthew S. Holden, Sean Xia, Hillary Lia, Zsuzsanna Keri, Colin Bell, Lindsey Patterson, Tamas Ungi, Gabor Fichtinger
Segmenting and classifying activities in robot-assisted surgery with recurrent neural networks
Robert DiPietro, Narges Ahmidi, Anand Malpani, Madeleine Waldram, Gyusung I. Lee, Mija R. Lee, S. Swaroop Vedula, Gregory D. Hager
Transbronchial biopsy catheter enhanced by a multisection continuum robot with follow-the-leader motion
Lenny Dupourqué, Fumitaro Masaki, Yolonda L. Colson, Takahisa Kato, Nobuhiko Hata
Correction to: Position-based modeling of lesion displacement in ultrasound-guided breast biopsy
Eleonora Tagliabue, Diego Dall’Alba, Enrico Magnabosco, Chiara Tenga, Igor Peterlik, Paolo Fiorini