Ausgabe 9/2020
Inhalt (17 Artikel)
Training of head and neck segmentation networks with shape prior on small datasets
- Original Article
Elias Tappeiner, Samuel Pröll, Karl Fritscher, Martin Welk, Rainer Schubert
SpeckleGAN: a generative adversarial network with an adaptive speckle layer to augment limited training data for ultrasound image processing
- Open Access
- Original Article
Lennart Bargsten, Alexander Schlaefer
Fast interactive medical image segmentation with weakly supervised deep learning method
- Original Article
Kibrom Berihu Girum, Gilles Créhange, Raabid Hussain, Alain Lalande
Manual segmentation versus semi-automated segmentation for quantifying vestibular schwannoma volume on MRI
- Open Access
- Original Article
Hari McGrath, Peichao Li, Reuben Dorent, Robert Bradford, Shakeel Saeed, Sotirios Bisdas, Sebastien Ourselin, Jonathan Shapey, Tom Vercauteren
Automatic CT image segmentation of maxillary sinus based on VGG network and improved V-Net
- Original Article
Jiangchang Xu, Shiming Wang, Zijie Zhou, Jiannan Liu, Xiaoyi Jiang, Xiaojun Chen
A deep learning method for real-time intraoperative US image segmentation in prostate brachytherapy
- Original Article
Kibrom Berihu Girum, Alain Lalande, Raabid Hussain, Gilles Créhange
Bone shadow segmentation from ultrasound data for orthopedic surgery using GAN
- Original Article
Ahmed Z. Alsinan, Vishal M. Patel, Ilker Hacihaliloglu
Deep learning-based reconstruction of ultrasound images from raw channel data
- Open Access
- Short communication
Hannah Strohm, Sven Rothlübbers, Klaus Eickel, Matthias Günther
Multi-input deep learning architecture for predicting breast tumor response to chemotherapy using quantitative MR images
- Original Article
Mohammed El Adoui, Stylianos Drisis, Mohammed Benjelloun
Automatic collateral circulation scoring in ischemic stroke using 4D CT angiography with low-rank and sparse matrix decomposition
- Original Article
Mumu Aktar, Donatella Tampieri, Hassan Rivaz, Marta Kersten-Oertel, Yiming Xiao
A simple, realistic walled phantom for intravascular and intracardiac applications
- Open Access
- Original Article
Hareem Nisar, John Moore, Roberta Piazza, Efthymios Maneas, Elvis C. S. Chen, Terry M. Peters
Combining visual analytics and case-based reasoning for rupture risk assessment of intracranial aneurysms
- Open Access
- Original Article
Lena Spitz, Uli Niemann, Oliver Beuing, Belal Neyazi, I. Erol Sandalcioglu, Bernhard Preim, Sylvia Saalfeld
Softness sensing probe with multiple acoustic paths for laparoscopic surgery
- Original Article
Taku Ukai, Yoshihiro Tanaka, Tomohiro Fukuda, Takuma Kajikawa, Hiroshi Miura, Yukihiro Terada
A handheld flexible manipulator system for frontal sinus surgery
- Open Access
- Original Article
Suat Coemert, Robert Roth, Gero Strauss, Pia M. Schmitz, Tim C. Lueth
Deep learning-based monocular placental pose estimation: towards collaborative robotics in fetoscopy
- Open Access
- Original Article
Mirza Awais Ahmad, Mouloud Ourak, Caspar Gruijthuijsen, Jan Deprest, Tom Vercauteren, Emmanuel Vander Poorten
LRTD: long-range temporal dependency based active learning for surgical workflow recognition
- Original Article
Xueying Shi, Yueming Jin, Qi Dou, Pheng-Ann Heng
Automatic task recognition in a flexible endoscopy benchtop trainer with semi-supervised learning
- Original Article
Valentin Bencteux, Guinther Saibro, Eran Shlomovitz, Pietro Mascagni, Silvana Perretta, Alexandre Hostettler, Jacques Marescaux, Toby Collins
