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ORCIDML-CDS/CLIP@MICCAI 2020: Lima, Peru
- Tanveer F. Syeda-Mahmood, Klaus Drechsler, Hayit Greenspan, Anant Madabhushi, Alexandros Karargyris, Marius George Linguraru, Cristina Oyarzun Laura, Raj Shekhar, Stefan Wesarg, Miguel Ángel González Ballester, Marius Erdt:
Multimodal Learning for Clinical Decision Support and Clinical Image-Based Procedures - 10th International Workshop, ML-CDS 2020, and 9th International Workshop, CLIP 2020, Held in Conjunction with MICCAI 2020, Lima, Peru, October 4-8, 2020, Proceedings. Lecture Notes in Computer Science 12445, Springer 2020, ISBN 978-3-030-60945-0
CLIP 2020
- Prashant U. Pandey
, Pierre Guy, Kelly A. Lefaivre, Antony J. Hodgson:
Optimal Targeting Visualizations for Surgical Navigation of Iliosacral Screws. 3-12 - Yucheng Tang, Riqiang Gao, Ho Hin Lee, Quinn Stanton Wells, Ashley Spann, James G. Terry, John Jeffrey Carr, Yuankai Huo, Shunxing Bao, Bennett A. Landman:
Prediction of Type II Diabetes Onset with Computed Tomography and Electronic Medical Records. 13-23 - Mumu Aktar, Yiming Xiao, Donatella Tampieri, Hassan Rivaz, Marta Kersten-Oertel:
A Radiomics-Based Machine Learning Approach to Assess Collateral Circulation in Ischemic Stroke on Non-contrast Computed Tomography. 24-33 - Igor Varga, Eduard Bakstein, Greydon Gilmore, Daniel Novák:
Image-Based Subthalamic Nucleus Segmentation for Deep Brain Surgery with Electrophysiology Aided Refinement. 34-43 - Jonas Bianchi, Beatriz Paniagua, Antonio Carlos Ruellas, Jean-Christophe Fillion-Robin, Juan C. Prietro, João Roberto Gonçalves, James Hoctor, Marilia Yatabe, Martin Styner, Tengfei Li, Marcela Lima Gurgel, Cauby Maia Chaves Junior, Camila Massaro, Daniela Gamba Garib, Lorena Vilanova, Jose Fernando Castanha Henriques, Aron Aliaga Del Castillo, Guilherme Janson, Laura R. Iwasaki, Jeffrey C. Nickel, Karine Evangelista, Lucia H. S. Cevidanes:
3D Slicer Craniomaxillofacial Modules Support Patient-Specific Decision-Making for Personalized Healthcare in Dental Research. 44-53 - David Z. Li, Masaru Ishii, Russell H. Taylor, Gregory D. Hager, Ayushi Sinha:
Learning Representations of Endoscopic Videos to Detect Tool Presence Without Supervision. 54-63 - Florian Karner, Christina Gsaxner, Antonio Pepe, Jianning Li, Philipp Fleck, Clemens Arth, Jürgen Wallner, Jan Egger:
Single-Shot Deep Volumetric Regression for Mobile Medical Augmented Reality. 64-74 - Jianning Li, Antonio Pepe, Christina Gsaxner, Gord von Campe, Jan Egger:
A Baseline Approach for AutoImplant: The MICCAI 2020 Cranial Implant Design Challenge. 75-84 - Lyndon S. Hibbard:
Adversarial Prediction of Radiotherapy Treatment Machine Parameters. 85-94
ML-CDS 2020
- Theresa Neubauer, Maria Wimmer, Astrid Berg, David Major, Dimitrios Lenis, Thomas Beyer, Jelena Saponjski, Katja Bühler:
Soft Tissue Sarcoma Co-segmentation in Combined MRI and PET/CT Data. 97-105 - Tom van Sonsbeek, Marcel Worring:
Towards Automated Diagnosis with Attentive Multi-modal Learning Using Electronic Health Records and Chest X-Rays. 106-114 - Laura Alexandra Daza, Angela Castillo, María Escobar, Sergio Valencia, Bibiana Pinzón, Pablo Arbeláez:
LUCAS: LUng CAncer Screening with Multimodal Biomarkers. 115-124 - Gavriel Habib, Nahum Kiryati, Miri Sklair-Levy, Anat Shalmon, Osnat Halshtok Neiman, Renata Faermann Weidenfeld, Yael Yagil, Eli Konen, Arnaldo Mayer:
Automatic Breast Lesion Classification by Joint Neural Analysis of Mammography and Ultrasound. 125-135
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