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Application of convex hull analysis for the evaluation of data heterogeneity between patient populations of different origin and implications of hospital bias in downstream machine-learning-based data processing: A comparison of 4 critical-care patient datasets
Konstantin Sharafutdinov, Jayesh Sudhir Bhat, Sebastian Johannes Fritsch, Kateryna Nikulina, Moein E. Samadi, Richard Polzin, +4 more
12citations -
Validating Automated Segmentation Tools in the Assessment of Caudate Atrophy in Huntington’s Disease2021 Frontiers in Neurology article Computer Science Medical Image Segmentation Techniques Open access
Nina M. Mansoor, Tishok Vanniyasingam, Ian B. Malone, Nicola Z. Hobbs, Elin M. Rees, Alexandra Dürr, +5 more
6citations -
An External, Independent Validation of anO-(2-[18F]Fluoroethyl)-l-Tyrosine PET Automatic Segmentation Network on a Single-Center, Prospective Dataset of Patients with Glioblastoma2025 Journal of Nuclear Medicine article Computer Science Medical Image Segmentation Techniques Open access
Nathaniel Barry, Jake Kendrick, Pejman Rowshanfarzad, Ghulam Mubashar Hassan, Roslyn J. Francis, Nicholas W. Bucknell, +8 more
5citations -
Unity in Variety: Developing a collection description standard by consensus2020 Biodiversity Information Science and Standards article Computer Science Research Data Management Practices Open access
Matt Woodburn, Deborah L Paul, Wouter Addink, Steve Baskauf, Stanley Blum, Cat Chapman, +12 more
4citations
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