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Papers matching “cross-validation” 250

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Replication and cross-validation of type 2 diabetes subtypes based on clinical variables: an IMI-RHAPSODY study
2021 Diabetologia article Medicine Diabetes, Cardiovascular Risks, and Lipoproteins Open access

Roderick C. Slieker, Louise A. Donnelly, Hugo Fitipaldi, Gerard A. Bouland, Giuseppe Nicola Giordano, Mikael Åkerlund, +26 more

84

citations
Empirical Comparison Between Cross-Validation and Mutation-Validation in Model Selection
2024 Lecture notes in computer science conference-paper Computer Science Machine Learning and Data Classification

Jinyang Yu, Sami Hamdan, Leonard Sasse, Abigail Morrison, Kaustubh R. Patil

0

citations
Fast and Informative Model Selection Using Learning Curve Cross-Validation
2023 IEEE Transactions on Pattern Analysis and Machine Intelligence article Computer Science Machine Learning and Data Classification Open access

Felix Mohr, Jan N. van Rijn

66

citations
Cross-Validation: A Method Every Psychologist Should Know
2020 Advances in Methods and Practices in Psychological Science article Mathematics Statistical Methods and Inference Open access

Mark de Rooij, Wouter D. Weeda

190

citations
Predicting Building Energy Consumption from Electricity Meters Using Prophet: A Computational Study with Nested Cross-Validation on Benchmark Time Series Data
2024 conference-paper Engineering Energy Load and Power Forecasting

Alina Shcherbakova, Lena Charlotte Altherr

1

citations
Cross-Validation and Uncertainty Determination for Randomized Neural Networks with Applications to Mobile Sensors
2021 arXiv (Cornell University) preprint Computer Science Machine Learning and ELM Open access

Ansgar Steland, Bart Elger Pieters

1

citations
Multi-target regression and cross-validation for non-isothermal glass molding experiments with small sample sizes
2023 conference-paper Chemistry Spectroscopy and Chemometric Analyses

Hendrik Mende, Saksham Kiroriwal, Julius Pfrommer, Robert Heinrich Schmitt, Jürgen Beyerer

3

citations
Cross-Validation of Hybrid-Electric Aircraft Sizing Methods
2022 Journal of Aircraft article Environmental Science Advanced Aircraft Design and Technologies Open access

D. Felix Finger, Reynard de Vries, Roelof Vos, Carsten Braun, Cees Bil

21

citations
One-Round Cross-Validation and Uncertainty Determination for Randomized Neural Networks with Applications to Mobile Sensors
2022 Springer eBooks book-chapter Computer Science Machine Learning and ELM

Ansgar Steland, Bart Elger Pieters

3

citations
Construction and assessment of prediction rules for binary outcome in the presence of missing predictor data using multiple imputation and cross‐validation: Methodological approach and data‐based evaluation
2020 Biometrical Journal article Mathematics Statistical Methods and Bayesian Inference Open access

Bart J.A. Mertens, Erika Banzato, Liesbeth C. de Wreede

20

citations
Cross Validation of the Prodromal Questionnaire 16-Item Version in an Adolescent Help-Seeking Population
2020 Schizophrenia Bulletin Open article Medicine Schizophrenia research and treatment Open access

Yvonne de Jong, Cornelis Lambert Mulder, Albert Eduard Boon, Elias Coenders, Mark van der Gaag

10

citations
Significance of external validation in clinical machine learning: let loose too early?
2020 The Spine Journal article Health Professions Artificial Intelligence in Healthcare

Victor E. Staartjes, Julius M. Kernbach

25

citations
Explainable FoG Detection from Wearable Accelerometry — Analysis Code
2026 Zenodo (CERN European Organization for Nuclear Research) software Open access

Qiufeng Cheng, Guifeng Zhang, jingjing zhang

0

citations
Explainable FoG Detection from Wearable Accelerometry — Analysis Code
2026 Zenodo (CERN European Organization for Nuclear Research) software Open access

Qiufeng Cheng, Guifeng Zhang, jingjing zhang

0

citations
Incorporating radiomics into clinical trials: expert consensus endorsed by the European Society of Radiology on considerations for data-driven compared to biologically driven quantitative biomarkers
2021 European Radiology article Medicine Radiomics and Machine Learning in Medical Imaging Open access

Laure S Fournier, Lena I. Costaridou, Luc M. Bidaut, Nicolas Michoux, Frederic E. Lecouvet, Lioe‐Fee de Geus‐Oei, +28 more

114

citations
A comparison of hyperparameter tuning procedures for clinical prediction models: A simulation study
2024 Statistics in Medicine article Mathematics Statistical Methods and Inference Open access

Zoë S Dunias, Ben Van Calster, Dirk Timmerman, Anne‐Laure Boulesteix, Maarten van Smeden

35

citations
A Machine Learning Approach to Upscale Net Ecosystem Exchange to a Regional Scale: Integration of Eddy Covariance, Remote Sensing and Reanalysis Data
2020 conference-abstract Environmental Science Atmospheric and Environmental Gas Dynamics Open access

Oliver Reitz, Alexander Graf, Marius Schmidt, Gunnar Ketzler, Michael Leuchner

0

citations
A quantitative AOP of mitochondrial toxicity based on data from three cell lines
2022 Toxicology in Vitro article Veterinary Animal testing and alternatives Open access

Cléo Tebby, Wang Gao, Johannes Delp, Giada Carta, Wanda van der Stel, Marcel Leist, +3 more

23

citations
Predicting Readmission or Death After Discharge From the ICU: External Validation and Retraining of a Machine Learning Model
2022 Critical Care Medicine article Computer Science Machine Learning in Healthcare Open access

Anne de Hond, Ilse M.J. Kant, Mattia Fornasa, Giovanni Cinà, Paul Elbers, Patrick J. Thoral, +2 more

44

citations
Development and validation of deep learning classifiers to detect Epstein-Barr virus and microsatellite instability status in gastric cancer: a retrospective multicentre cohort study
2021 The Lancet Digital Health article Computer Science AI in cancer detection Open access

Hannah Sophie Muti, Lara Rosaline Heij, Gisela Keller, Meike Kohlruss, Rupert Langer, Bastian Dislich, +29 more

127

citations
Development and external validation of a clinical prediction model for survival in patients with IDH wild-type glioblastoma
2022 Journal of neurosurgery article Medicine Glioma Diagnosis and Treatment Open access

Hendrik-Jan Mijderwijk, Daan Nieboer, Fatih Incekara, Kerstin Berger, Ewout Willem Steyerberg, Martin J. van den Bent, +9 more

22

citations
Evaluation of different classification methods using electronic nose data to diagnose sarcoidosis
2023 Journal of Breath Research article Engineering Advanced Chemical Sensor Technologies Open access

Iris G. van der Sar, Nynke van Jaarsveld, Imme A Spiekerman, Floor J Toxopeus, Quint L Langens, Marlies S Wijsenbeek, +2 more

9

citations
Instability of the AUROC of Clinical Prediction Models
2025 Statistics in Medicine article Mathematics Statistical Methods in Epidemiology Open access

Florian D. van Leeuwen, Ewout Willem Steyerberg, David V. Klaveren, Ben Wessler, David M. Kent, Erik W. van Zwet

19

citations
When the levee breaks: A forecasting model of violent and nonviolent dissent
2022 International Interactions article Social Sciences Political Conflict and Governance Open access

Jonathan C. Pinckney, Babak RezaeeDaryakenari

13

citations
Evaluation of response to neoadjuvant chemotherapy in osteosarcoma using dynamic contrast-enhanced MRI: development and external validation of a model
2023 Skeletal Radiology article Medicine MRI in cancer diagnosis Open access

Gijsbert M. Kalisvaart, Thomas Van Den Berghe, Willem Grootjans, Maryse Lejoly, Wouter C. J. Huysse, Judith V.M.G. Bovée, +9 more

16

citations