Abstract is missing.
- Probabilistic Surface Reconstruction with Unknown CorrespondenceDennis Madsen, Thomas Vetter, Marcel Lüthi. 3-11 [doi]
- Probabilistic Image Registration via Deep Multi-class Classification: Characterizing UncertaintyAlireza Sedghi, Tina Kapur, Jie Luo, Parvin Mousavi, William M. Wells III. 12-22 [doi]
- Propagating Uncertainty Across Cascaded Medical Imaging Tasks for Improved Deep Learning InferenceRaghav Mehta, Thomas Christinck, Tanya Nair, Paul Lemaître, Douglas L. Arnold, Tal Arbel. 23-32 [doi]
- Reg R-CNN: Lesion Detection and Grading Under Noisy LabelsGregor N. Ramien, Paul F. Jaeger, Simon A. A. Kohl, Klaus H. Maier-Hein. 33-41 [doi]
- Fast Nonparametric Mutual-Information-based Registration and Uncertainty EstimationMikael Agn, Koen Van Leemput. 42-51 [doi]
- Quantifying Uncertainty of Deep Neural Networks in Skin Lesion ClassificationPieter Van Molle, Tim Verbelen, Cedric De Boom, Bert Vankeirsbilck, Jonas De Vylder, Bart Diricx, Tom Kimpe, Pieter Simoens, Bart Dhoedt. 52-61 [doi]
- A Generalized Approach to Determine Confident Samples for Deep Neural Networks on Unseen DataMin Zhang, Kevin H. Leung, Zili Ma, Jin Wen, Gopal Avinash. 65-74 [doi]
- Out of Distribution Detection for Intra-operative Functional ImagingTim J. Adler, Leonardo Ayala, Lynton Ardizzone, Hannes Kenngott, Anant Suraj Vemuri, Beat P. Müller-Stich, Carsten Rother, Ullrich Köthe, Lena Maier-Hein. 75-82 [doi]
- A Clinical Measuring Platform for Building the Bridge Across the Quantification of Pathological N-Cells in Medical Imaging for Studies of DiseasePeifang Guo. 85-93 [doi]
- Spatiotemporal Statistical Model of Anatomical Landmarks on a Human Embryonic BrainAoi Shinjo, Atsushi Saito, Tetsuya Takakuwa, Shigehito Yamada, Hidekata Hontani, Hiroshi Matsuzoe, Shoko Miyauchi, Ken'ichi Morooka, Akinobu Shimizu. 94-103 [doi]
- Spaciousness Filters for Non-contrast CT Volume Segmentation of the Intestine Region for Emergency Ileus DiagnosisHirohisa Oda, Kohei Nishio, Takayuki Kitasaka, Benjamin Villard, Hizuru Amano, Kosuke Chiba, Akinari Hinoki, Hiroo Uchida, Kojiro Suzuki, Hayato Itoh, Masahiro Oda, Kensaku Mori. 104-114 [doi]
- Recovering Physiological Changes in Nasal Anatomy with Confidence EstimatesAyushi Sinha, Xingtong Liu, Masaru Ishii, Gregory D. Hager, Russell H. Taylor. 115-124 [doi]
- Synthesis of Medical Images Using GANsLuise Middel, Christoph Palm, Marius Erdt. 125-134 [doi]
- DPANet: A Novel Network Based on Dense Pyramid Feature Extractor and Dual Correlation Analysis Attention Modules for Colon Glands SegmentationShuting Liu, Baochang Zhang, Xi Li, Yiqing Liu, Mengying Hu, Tian Guan, Yonghong He. 135-145 [doi]
- Multi-instance Deep Learning with Graph Convolutional Neural Networks for Diagnosis of Kidney Diseases Using Ultrasound ImagingShi Yin, Qinmu Peng, Hongming Li, Zhengqiang Zhang, Xinge You, Hangfan Liu, Katherine Fischer, Susan L. Furth, Gregory E. Tasian, Yong Fan. 146-154 [doi]
- Data Augmentation from SketchDebora Gil, Antonio Esteban-Lansaque, Sebastian Stefaniga, Mihail Gaianu, Carles Sánchez. 155-162 [doi]
- An Automated CNN-based 3D Anatomical Landmark Detection Method to Facilitate Surface-Based 3D Facial Shape AnalysisRuobing Huang, Michael Suttie, J. Alison Noble. 163-171 [doi]
- A Device-Independent Novel Statistical Modeling for Cerebral TOF-MRA Data SegmentationBaochang Zhang, Zonghan Wu, Shuting Liu, Shoujun Zhou, Na Li, Gang Zhao. 172-181 [doi]
- Three-Dimensional Face Reconstruction from Uncalibrated Photographs: Application to Early Detection of Genetic SyndromesLiyun Tu, Antonio R. Porras, Araceli Morales, Daniel A. Perez, Gemma Piella, Federico Sukno, Marius George Linguraru. 182-189 [doi]