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Computational Simulation of Virtual Patients Reduces Dataset Bias and Improves Machine Learning-Based Detection of ARDS from Noisy Heterogeneous ICU Datasets2023 IEEE Open Journal of Engineering in Medicine and Biology article Computer Science Machine Learning in Healthcare Open access
Konstantin Sharafutdinov, Sebastian Johannes Fritsch, Pejman Farhadi Ghalati, Sina Saffaran, Declan G. Bates, Jonathan G. Hardman, +5 more
12citations -
Social media in the Global South: A Network Dataset of the Malian Twittersphere2023 Journal of Data Mining & Digital Humanities article Social Sciences Social Media and Politics Open access
Daniel Thilo Schroeder, Mirjam de Bruijn, Luca Bruls, Mulatu Alemayehu Moges, Samba Dialimpa Badji, Noémie Fritz, +4 more
3citations -
A practical guide for researchers and reviewers using the ABCD Study and other large longitudinal datasets2022 Developmental Cognitive Neuroscience article Computer Science Research Data Management Practices Open access
Natalie Marie Saragosa-Harris, Natasha Chaku, Niamh MacSweeney, Victoria Guazzelli Williamson, Maximilian Scheuplein, Brandee Feola, +9 more
161citations -
Feasibility of a German High-Frequency Neonatal and Pediatric Intensive Care Dataset (AIx-Neo-Guard Dataset): Secondary Data Cohort Study2026 JMIR Pediatrics and Parenting article Medicine Healthcare Technology and Patient Monitoring Open access
Lena Sophie Olivier, Camelia Lauterbach Oprea, André Stollenwerk, Thorsten W Orlikowsky, Mark Schoberer
1citations -
Developing a standard dataset in the European registries for rare endocrine and bone conditions—a Melorheostosis dataset2025 Orphanet Journal of Rare Diseases article Biochemistry, Genetics and Molecular Biology Dermatological and Skeletal Disorders Open access
Natasha M. Appelman‐Dijkstra, М. С. Черенько, Gavin P. R. Clunie, Thomas Funck‐Brentano, Corinna Grasemann, Adalbert Raimann, +2 more
0citations -
The SALV-Dataset Registry: An Expertly Curated Digital Clinicopathological Dataset for Salivary Gland Tumor Research and AI-Assisted Diagnostic Tools2026 Head and Neck Pathology article Medicine Salivary Gland Tumors Diagnosis and Treatment Open access
Kimberly S.T. Burghout, Jurre A. J. Weijer, Alize C. Evers, Gerben Eise Breimer, Jeroen N. van Rossem, Laura A. N. Peferoen, +21 more
0citations -
Feasibility of a German High-Frequency Neonatal and Pediatric Intensive Care Dataset (AIx-Neo-Guard Dataset): Secondary Data Cohort Study2026 JMIR Pediatrics and Parenting article Engineering Non-Invasive Vital Sign Monitoring Open access
Lena Sophie Olivier, Camelia Lauterbach Oprea, André Stollenwerk, Thorsten Orlikowsky, Mark Schoberer
0citations -
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 -
Introducing the party-interest group relationships in contemporary democracies datasets2022 Party Politics article Social Sciences Electoral Systems and Political Participation Open access
Elin Haugsgjerd Allern, Vibeke Wøien Hansen, Lise Rødland, Maiken Røed, Heike Klüver, Cal Le Gall, +6 more
13citations -
Integrative Learning of Disentangled Representations from Single-Cell RNA-Sequencing Datasets2026 Computational and Structural Biotechnology Journal article Biochemistry, Genetics and Molecular Biology Single-cell and spatial transcriptomics Open access
Claudio Novella-Rausell, Dorien J.M. Peters, Ahmed Essam Mahfouz
1citations