- Debora Gil, Antonio Esteban-Lansaque, Sebastian Stefaniga
, Mihail Gaianu, Carles Sánchez:
Data Augmentation from Sketch. UNSURE/CLIP@MICCAI 2019: 155-162 - 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: 85-93 - 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: 163-171 - 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: 135-145 - Dennis Madsen, Thomas Vetter, Marcel Lüthi:
Probabilistic Surface Reconstruction with Unknown Correspondence. UNSURE/CLIP@MICCAI 2019: 3-11 - 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: 23-32 - Luise Middel, Christoph Palm, Marius Erdt:
Synthesis of Medical Images Using GANs. UNSURE/CLIP@MICCAI 2019: 125-134 - 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: 52-61 - 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: 104-114 - 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: 33-41 - 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: 12-22 - 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: 94-103 - 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: 115-124 - 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: 182-189 - 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: 146-154 - 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: 65-74 - 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: 172-181 - Hayit Greenspan, Ryutaro Tanno, Marius Erdt, Tal Arbel, Christian F. Baumgartner, Adrian V. Dalca, Carole H. Sudre, William M. Wells III, Klaus Drechsler, Marius George Linguraru, Cristina Oyarzun Laura, Raj Shekhar, Stefan Wesarg, Miguel Ángel González Ballester:
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. Lecture Notes in Computer Science 11840, Springer 2019, ISBN 978-3-030-32688-3 [contents] - 2018
- Ibraheem Al-Dhamari, Sabine Bauer, Dietrich Paulus, Rania Helal, Friedrich Lissek, Roland Jacob:
Automatic Cochlear Length and Volume Size Estimation. OR 2.0/CARE/CLIP/ISIC@MICCAI 2018: 54-61 - Mohammad Ali Armin, Nick Barnes, Salman H. Khan, Miaomiao Liu, Florian Grimpen, Olivier Salvado:
Unsupervised Learning of Endoscopy Video Frames' Correspondences from Global and Local Transformation. OR 2.0/CARE/CLIP/ISIC@MICCAI 2018: 108-117 - David Arney, Geoffrey Rance, Srey Rithy, Julian M. Goldman, Marco A. Zenati:
A Novel Interoperable Safety System for Improved Coordination and Communication in Cardiac Surgery. OR 2.0/CARE/CLIP/ISIC@MICCAI 2018: 39-45 - Ehsan Azimi, Camilo A. Molina, Alexander Chang, Judy Huang, Chien-Ming Huang, Peter Kazanzides:
Interactive Training and Operation Ecosystem for Surgical Tasks in Mixed Reality. OR 2.0/CARE/CLIP/ISIC@MICCAI 2018: 20-29 - Eduard Bakstein, Tomás Sieger, Filip Ruzicka, Daniel Novák, Robert Jech:
Fusion of Microelectrode Neuronal Recordings and MRI Landmarks for Automatic Atlas Fitting in Deep Brain Stimulation Surgery. OR 2.0/CARE/CLIP/ISIC@MICCAI 2018: 175-183 - Christoph Baur, Shadi Albarqouni, Nassir Navab:
Generating Highly Realistic Images of Skin Lesions with GANs. OR 2.0/CARE/CLIP/ISIC@MICCAI 2018: 260-267 - Alceu Bissoto, Fábio Perez, Eduardo Valle, Sandra Avila:
Skin Lesion Synthesis with Generative Adversarial Networks. OR 2.0/CARE/CLIP/ISIC@MICCAI 2018: 294-302 - Christopher P. Bridge, Michael H. Rosenthal, Bradley Wright, Gopal Kotecha, Florian J. Fintelmann, Fabian M. Troschel, Nityanand Miskin, Khanant Desai, William Wrobel, Ana Babic, Natalia Khalaf, Lauren Brais, Marisa Welch, Caitlin Zellers, Neil A. Tenenholtz, Mark Michalski, Brian Wolpin, Katherine P. Andriole:
Fully-Automated Analysis of Body Composition from CT in Cancer Patients Using Convolutional Neural Networks. OR 2.0/CARE/CLIP/ISIC@MICCAI 2018: 204-213 - Philippe Burlina, Neil Joshi, Elise Ng, Seth Billings, Alison W. Rebman, John N. Aucott:
Skin Image Analysis for Erythema Migrans Detection and Automated Lyme Disease Referral. OR 2.0/CARE/CLIP/ISIC@MICCAI 2018: 244-251 - Weixiang Chen, Jianjiang Feng, Jiwen Lu, Jie Zhou:
Endo3D: Online Workflow Analysis for Endoscopic Surgeries Based on 3D CNN and LSTM. OR 2.0/CARE/CLIP/ISIC@MICCAI 2018: 97-107 - Roger D. Dias, Heather M. Conboy, Jennifer M. Gabany, Lori A. Clarke, Leon J. Osterweil, David Arney, Julian M. Goldman, Giuseppe Riccardi, George S. Avrunin, Steven J. Yule, Marco A. Zenati:
Intelligent Interruption Management System to Enhance Safety and Performance in Complex Surgical and Robotic Procedures. OR 2.0/CARE/CLIP/ISIC@MICCAI 2018: 62-68 - Johannes Fauser, Igor Stenin, Julia Kristin, Thomas Klenzner, Jörg Schipper, Dieter W. Fellner, Anirban Mukhopadhyay:
Generalized Trajectory Planning for Nonlinear Interventions. OR 2.0/CARE/CLIP/ISIC@MICCAI 2018: 46-53
