ML-CDS/CLIP@MICCAI

Keyphrases

Publications

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. ML-CDS/CLIP@MICCAI (2020)
Igor Varga, Eduard Bakstein, Greydon Gilmore, Daniel Novák
Image-Based Subthalamic Nucleus Segmentation for Deep Brain Surgery with Electrophysiology Aided Refinement. ML-CDS/CLIP@MICCAI (2020)
Yucheng Tang, Riqiang Gao, Ho Hin Lee, Quinn Stanton Wells, Ashley Spann, James G. Terry, John J. Carr, Yuankai Huo, Shunxing Bao, Bennett A. Landman
Prediction of Type II Diabetes Onset with Computed Tomography and Electronic Medical Records. ML-CDS/CLIP@MICCAI (2020)
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. ML-CDS/CLIP@MICCAI (2020)
Laura Alexandra Daza, Angela Castillo, María Escobar, Sergio Valencia, Bibiana Pinzón, Pablo Arbeláez
LUCAS: LUng CAncer Screening with Multimodal Biomarkers. ML-CDS/CLIP@MICCAI (2020)
Lyndon S. Hibbard
Adversarial Prediction of Radiotherapy Treatment Machine Parameters. ML-CDS/CLIP@MICCAI (2020)
David Z. Li, Masaru Ishii, Russell H. Taylor, Gregory D. Hager, Ayushi Sinha
Learning Representations of Endoscopic Videos to Detect Tool Presence Without Supervision. ML-CDS/CLIP@MICCAI (2020)
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. ML-CDS/CLIP@MICCAI (2020)
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. ML-CDS/CLIP@MICCAI (2020)
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. ML-CDS/CLIP@MICCAI (2020)
Prashant Pandey, Pierre Guy, Kelly A. Lefaivre, Antony J. Hodgson
Optimal Targeting Visualizations for Surgical Navigation of Iliosacral Screws. ML-CDS/CLIP@MICCAI (2020)
Jianning Li, Antonio Pepe, Christina Gsaxner, Gord von Campe, Jan Egger
A Baseline Approach for AutoImplant: The MICCAI 2020 Cranial Implant Design Challenge. ML-CDS/CLIP@MICCAI (2020)
Tom van Sonsbeek, Marcel Worring
Towards Automated Diagnosis with Attentive Multi-modal Learning Using Electronic Health Records and Chest X-Rays. ML-CDS/CLIP@MICCAI (2020)

volume 12445, 2020

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 ML-CDS/CLIP@MICCAI 12445 (2020)