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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 -
Old data, new tricks: Comprehensive computational analysis of 10 years of multi‐center EuroFlow acute myeloid leukemia diagnostic immunophenotypic data2026 Cytometry Part B Clinical Cytometry article Medicine Acute Myeloid Leukemia Research Open access
Sarah Bonte, Rosan Olsman, Sofie Van Gassen, Sergio Matarraz, Neus Villamor, Stefan Nierkens, +8 more
0citations -
A Comprehensive Workflow for Applying Single-Cell Clustering and Pseudotime Analysis to Flow Cytometry Data2020 The Journal of Immunology article Biochemistry, Genetics and Molecular Biology Single-cell and spatial transcriptomics Open access
Janine E. Melsen, Monique M. van Ostaijen-ten Dam, Arjan C. Lankester, Marco W. Schilham, Erik B. van den Akker
56citations -
Rationalizing Heterogeneity in Staphylococcus aureus Bacteremia: Current Progress and Future Goals2026 The Journal of Infectious Diseases article Medicine Antimicrobial Resistance in Staphylococcus Open access
Clark D Russell, Sofía De la Villa, Maaike C. Swets, Annette C. Westgeest, Giulia Zumbo, Patricia Muñóz, +3 more
1citations -
Adjustment of spurious correlations in co-expression measurements from RNA-Sequencing data2023 Bioinformatics article Biochemistry, Genetics and Molecular Biology Gene expression and cancer classification Open access
Ping‐Han Hsieh, Camila M. Lopes‐Ramos, Manuela Zucknick, Geir Kjetil Sandve, Kimberly Glass, Marieke L. Kuijjer
12citations -
Combining Mass Cytometry Data by CyTOFmerge Reveals Additional Cell Phenotypes in the Heterogeneous Ovarian Cancer Tumor Microenvironment: A Pilot Study
Liv Cecilie Vestrheim Thomsen, Katrin Kleinmanns, Shamundeeswari Anandan, Stein‐Erik Gullaksen, Tamim Abdelaal, Grete Alrek Iversen, +3 more
3citations -
A Hybrid LCA Framework for Drug-Level Carbon Footprint Assessment under Data Constraints: Application to Narrower-Spectrum Penicillin2026 Environmental Science & Technology article Environmental Science Environmental Impact and Sustainability
Rick Hagenaars, Arjan de Koning, Reinout Heijungs, Arnold Tukker, Ranran Wang
0citations -
Associations between ecological momentary assessment and passive sensor data in a large student sample.2025 Journal of Psychopathology and Clinical Science article Psychology Mental Health Research Topics Open access
Björn Sebastian Siepe, Rayyan Tutunji, Carlotta Rieble, Ricarda K. K. Proppert, Eiko I. Fried
8citations -
Population-level comparisons of gene regulatory networks modeled on high-throughput single-cell transcriptomics data2024 Nature Computational Science article Biochemistry, Genetics and Molecular Biology Gene Regulatory Network Analysis Open access
Daniel Osorio, Anna Capasso, S. Gail Eckhardt, Uma P. Giri, Alexander J. Somma, Todd M. Pitts, +8 more
19citations -
Distributed acoustic sensing observations of the 2025 April 23 M w 6.2 Marmara earthquake in Northwestern Türkiye and Its comparison with borehole seismometer data2026 Geophysical Journal International article Earth and Planetary Sciences Seismic Waves and Analysis Open access
Recai Feyiz Kartal, Filiz Tuba Kadirioğlu, Tuğbay Kılıç, V Rodríguez Tribaldos, Patricia Martínez‐Garzón, M. Bohnhoff, +2 more
0citations -
Landscape epidemiology of Batrachochytrium salamandrivorans: reconciling data limitations and conservation urgency2021 Ecological Applications article Environmental Science Amphibian and Reptile Biology Open access
Wouter Beukema, Jesse Erens, Vanessa Schulz, Gwij Stegen, Annemarieke Spitzen–van der Sluijs, Tariq Stark, +8 more
19citations -
Malignant Mesothelioma subtyping via sampling driven multiple instance prediction on tissue image and cell morphology data2023 Artificial Intelligence in Medicine article Computer Science AI in cancer detection Open access
Silviu Tudor Marc, Xiaohong W. Gao, Heba Sailem, Judith Offman, Emmanouíl Karteris, Angeles Montero Fernandez, +6 more
8citations -
Data harmonization and federated learning for multi-cohort dementia research using the OMOP common data model: A Netherlands consortium of dementia cohorts case study2024 Journal of Biomedical Informatics article Computer Science Privacy-Preserving Technologies in Data Open access
Pedro Mateus, Justine E. F. Moonen, Magdalena Beran, Eva A. Jaarsma, Sophie M. van der Landen, Joost Heuvelink, +11 more
31citations