UNSURE/CLIP@MICCAI

Keyphrases

Publications

2019

Mikael Agn, Koen Van Leemput
Fast Nonparametric Mutual-Information-based Registration and Uncertainty Estimation. UNSURE/CLIP@MICCAI (2019)
Hirohisa Oda, Kohei Nishio, Takayuki Kitasaka, Benjamin Villard, Hizuru Amano, Kosuke Chiba, Akinari Hinoki, Hiroo Uchida, Kojiro Suzuki, Hayato Itoh, Masahiro Oda, Kensaku Mori
Spaciousness Filters for Non-contrast CT Volume Segmentation of the Intestine Region for Emergency Ileus Diagnosis. UNSURE/CLIP@MICCAI (2019)
Dennis Madsen, Thomas Vetter, Marcel Lüthi
Probabilistic Surface Reconstruction with Unknown Correspondence. UNSURE/CLIP@MICCAI (2019)
Shuting Liu, Baochang Zhang, Xi Li, Yiqing Liu, Mengying Hu, Tian Guan, Yonghong He
DPANet: A Novel Network Based on Dense Pyramid Feature Extractor and Dual Correlation Analysis Attention Modules for Colon Glands Segmentation. UNSURE/CLIP@MICCAI (2019)
Liyun Tu, Antonio R. Porras, Araceli Morales, Daniel A. Perez, Gemma Piella, Federico Sukno, Marius George Linguraru
Three-Dimensional Face Reconstruction from Uncalibrated Photographs: Application to Early Detection of Genetic Syndromes. UNSURE/CLIP@MICCAI (2019)
Pieter Van Molle, Tim Verbelen, Cedric De Boom, Bert Vankeirsbilck, Jonas De Vylder, Bart Diricx, Tom Kimpe, Pieter Simoens, Bart Dhoedt
Quantifying Uncertainty of Deep Neural Networks in Skin Lesion Classification. UNSURE/CLIP@MICCAI (2019)
Luise Middel, Christoph Palm, Marius Erdt
Synthesis of Medical Images Using GANs. UNSURE/CLIP@MICCAI (2019)
Ayushi Sinha, Xingtong Liu, Masaru Ishii, Gregory D. Hager, Russell H. Taylor
Recovering Physiological Changes in Nasal Anatomy with Confidence Estimates. UNSURE/CLIP@MICCAI (2019)
Ruobing Huang, Michael Suttie, J. Alison Noble
An Automated CNN-based 3D Anatomical Landmark Detection Method to Facilitate Surface-Based 3D Facial Shape Analysis. UNSURE/CLIP@MICCAI (2019)
Baochang Zhang, Zonghan Wu, Shuting Liu, Shoujun Zhou, Na Li, Gang Zhao
A Device-Independent Novel Statistical Modeling for Cerebral TOF-MRA Data Segmentation. UNSURE/CLIP@MICCAI (2019)
Aoi Shinjo, Atsushi Saito, Tetsuya Takakuwa, Shigehito Yamada, Hidekata Hontani, Hiroshi Matsuzoe, Shoko Miyauchi, Ken'ichi Morooka, Akinobu Shimizu
Spatiotemporal Statistical Model of Anatomical Landmarks on a Human Embryonic Brain. UNSURE/CLIP@MICCAI (2019)
Raghav Mehta, Thomas Christinck, Tanya Nair, Paul Lemaître, Douglas L. Arnold, Tal Arbel
Propagating Uncertainty Across Cascaded Medical Imaging Tasks for Improved Deep Learning Inference. UNSURE/CLIP@MICCAI (2019)
Gregor N. Ramien, Paul F. Jaeger, Simon A. A. Kohl, Klaus H. Maier-Hein
Reg R-CNN: Lesion Detection and Grading Under Noisy Labels. UNSURE/CLIP@MICCAI (2019)
Shi Yin, Qinmu Peng, Hongming Li, Zhengqiang Zhang, Xinge You, Hangfan Liu, Katherine Fischer, Susan L. Furth, Gregory E. Tasian, Yong Fan
Multi-instance Deep Learning with Graph Convolutional Neural Networks for Diagnosis of Kidney Diseases Using Ultrasound Imaging. UNSURE/CLIP@MICCAI (2019)
Min Zhang, Kevin H. Leung, Zili Ma, Jin Wen, Gopal Avinash
A Generalized Approach to Determine Confident Samples for Deep Neural Networks on Unseen Data. UNSURE/CLIP@MICCAI (2019)
Alireza Sedghi, Tina Kapur, Jie Luo, Parvin Mousavi, William M. Wells III
Probabilistic Image Registration via Deep Multi-class Classification: Characterizing Uncertainty. UNSURE/CLIP@MICCAI (2019)
Peifang Guo
A Clinical Measuring Platform for Building the Bridge Across the Quantification of Pathological N-Cells in Medical Imaging for Studies of Disease. UNSURE/CLIP@MICCAI (2019)
Debora Gil, Antonio Esteban-Lansaque, Sebastian Stefaniga, Mihail Gaianu, Carles Sánchez
Data Augmentation from Sketch. UNSURE/CLIP@MICCAI (2019)
Tim J. Adler, Leonardo Ayala, Lynton Ardizzone, Hannes Kenngott, Anant Suraj Vemuri, Beat P. Müller-Stich, Carsten Rother, Ullrich Köthe, Lena Maier-Hein
Out of Distribution Detection for Intra-operative Functional Imaging. UNSURE/CLIP@MICCAI (2019)

volume 11840, 2019

Uncertainty for Safe Utilization of Machine Learning in Medical Imaging and Clinical Image-Based Procedures - First International Workshop, UNSURE 2019, and 8th International Workshop, CLIP 2019, Held in Conjunction with MICCAI 2019, Shenzhen, China, October 17, 2019, Proceedings UNSURE/CLIP@MICCAI 11840 (2019)