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From heterogeneous healthcare data to disease-specific biomarker networks: A hierarchical Bayesian network approach.

, , , , , , , , , and . PLoS Comput. Biol., (2021)

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Building a Bayesian Network to Understand the Interplay of Variables in an Epidemiological Population-Based Study, , , , , , and . Proc. of the 31th IEEE Int. Symposium on Computer-Based Medical Systems (CBMS18), page 88-93. (2018)Fully Automatic Renal Parenchyma Volumetry in LDA-based Probability Maps Using Variational Outer Cortex Edge Alignment Forces., , , and . IWBBIO, page 1207-1218. Copicentro Editorial, (2014)Mining Longitudinal Epidemiological Data to Understand a Reversible Disorder., , , and . IDA, volume 8819 of Lecture Notes in Computer Science, page 120-130. Springer, (2014)Using Participant Similarity for the Classification of Epidemiological Data on Hepatic Steatosis., , , and . CBMS, page 1-7. IEEE Computer Society, (2014)ICE: Interactive Classification Rule Exploration on Epidemiological Data., , , , and . CBMS, page 606-611. IEEE Computer Society, (2017)MAGO-SP: Detection and Correction of Water-Fat Swaps in Magnitude-Only VIBE MRI., , , , , , , , , and 8 other author(s). CoRR, (February 2025)MAGO-SP: Detection and Correction of Water-Fat Swaps in Magnitude-Only VIBE MRI., , , , , , , , , and 7 other author(s). MICCAI (13), volume 15972 of Lecture Notes in Computer Science, page 328-338. Springer, (2025)Effiziente Segmentierung trachealer Strukturen in MRI-Aufnahmen., , , , , and . Bildverarbeitung für die Medizin, page 194-199. Springer Vieweg, (2018)Assessing the difficulty of annotating medical data in crowdworking with help of experiments, , , , , and . PLOS ONE, 16 (7): 1-26 (July 2021)Identifying Relevant Features for a Multi-factorial Disorder with Constraint-Based Subspace Clustering., , , and . CBMS, page 207-212. IEEE Computer Society, (2016)