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Learning Algorithms for Medical Big Data Analysis (LAMBDA)
Overview
Projects
(4)
Publications
(30)
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Journal article
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Book chapter / Article in edited volumes
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Conference contribution
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Automatic CAD-RADS Scoring using Deep Learning (2020)
Denzinger F, Wels M, Breininger K, Gülsün MA, Schöbinger M, Andre F, Buss SJ, et al.
Conference contribution, Conference Contribution
Contour-Based Bone Axis Detection for X-Ray Guided Surgery on the Knee (2020)
Kordon F, Maier A, Swartman B, Privalov M, El Barbari JS, Kunze H
Conference contribution, Conference Contribution
Automatic Plane Adjustment of Orthopedic Intraoperative Flat Panel Detector CT-Volumes (2020)
Martín Vicario C, Kordon F, Denzinger F, Weiten M, Thomas S, Kausch L, Franke J, et al.
Conference contribution, Conference Contribution
Multi-Channel Volumetric Neural Network for Knee Cartilage Segmentation in Cone-Beam CT (2020)
Maier J, Rivera Monroy L, Syben-Leisner C, Jeon Y, Choi JH, Hall M, Levenston M, et al.
Book chapter / Article in edited volumes
Odin’s Eye – A Close Look at Gamification of Labelling of Ophthalmic Diseases (2020)
Fan F, Qiu J, Wang J, Valianos S, Farooq MM, Fu W, Kordon F, Maier A
Conference contribution, Abstract of lecture
Deep learning acceleration of Total Lagrangian Explicit Dynamics for soft tissue mechanics (2020)
Meister F, Passerini T, Mihalef V, Tuysuzoglu A, Maier A, Mansi T
Journal article
Automated Multi-sequence Cardiac MRI Segmentation Using Supervised Domain Adaptation (2019)
Vesal S, Ravikumar N, Maier A
Conference contribution, Conference Contribution
Multi-task Localization and Segmentation for X-Ray Guided Planning in Knee Surgery (2019)
Kordon F, Fischer P, Privalov M, Swartman B, Schnetzke M, Franke J, Lasowski R, et al.
Conference contribution, Conference Contribution
Coronary Artery Plaque Characterization from CCTA Scans Using Deep Learning and Radiomics (2019)
Denzinger F, Wels M, Ravikumar N, Breininger K, Reidelshöfer A, Eckert J, Sühling M, et al.
Conference contribution, Original article
Towards Fast Biomechanical Modeling of Soft Tissue Using Neural Networks (2018)
Meister F, Passerini T, Mihalef V, Tuysuzoglu A, Maier A, Mansi T
Conference contribution, Abstract of a poster
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