Papers matching “interpretability evaluation” 43
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Population-Level Decision Curve Analysis May Mislead the Evaluation of Prediction Model Usefulness under Subgroup Utility Heterogeneity2026 arXiv (Cornell University) preprint Mathematics Statistical Methods in Epidemiology Open access
Junfeng Wang, Kim Zhipei Wang, Ben Van Calster, Nan van Geloven, Ewout Willem Steyerberg, Laure Wynants
0citations -
How to interpret the number needed to treat for clinicians2025 Nephrology Dialysis Transplantation review Mathematics Statistical Methods in Clinical Trials Open access
Nicholas C Chesnaye, Alberto Ortíz, Merel van Diepen, Friedo Wilhelm Dekker, Carmine Zoccali, Giovanni Luigi Tripepi, +2 more
6citations -
A Systematic Review of Tensor analysis models for high-dimensional computer vision tasks: Methods, Architectures, and Future Research DirectionsHigh-dimensional computer vision tasks such as hyperspectral imaging, video understanding, 3D reconstruction, a1citations
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Tumor Grading via Decorrelated Sparse Survival Regression2024 European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning (ESANN) conference-paper Mathematics Statistical Methods and Inference Open access
Benjamin Paaßen, Nadine Therese Gaisa, Mark-Sebastian Bösherz
0citations -
Experimental and virus-specific drivers of EC50 variability in antiviral assays evaluated using mathematical modeling2026 European Journal of Pharmaceutical Sciences article Mathematics Mathematical and Theoretical Epidemiology and Ecology Models Open access
Chenyu Wang, Qinhao Wu, Xuanlin Liu, Lalitya M. Sudarsono, Anne‐Grete Märtson, J. G. Coen van Hasselt
2citations -
The role of the estimand framework in the analysis of patient-reported outcomes in single-arm trials: a case study in oncology2024 BMC Medical Research Methodology article Mathematics Statistical Methods in Clinical Trials Open access
Doranne Thomassen, Satrajit Roychoudhury, Cecilie Delphin Amdal, Dries Reynders, Jammbe Z. Musoro, Willi Sauerbrei, +32 more
13citations -
The Risks of Risk Assessment: Causal Blind Spots When Using Prediction Models for Treatment Decisions2025 Annals of Internal Medicine article Mathematics Advanced Causal Inference Techniques Open access
Nan van Geloven, Ruth H. Keogh, Wouter A. C. van Amsterdam, Giovanni Cinà, Jesse H. Krijthe, Niels B. Peek, +9 more
33citations -
How to develop, validate, and update clinical prediction models using multinomial logistic regression2024 Journal of Clinical Epidemiology article Mathematics Statistical Methods in Epidemiology Open access
Celina K Gehringer, Glen Philip Martin, Ben Van Calster, Kimme Leanne Hyrich, Suzanne M. M. Verstappen, Jamie C. Sergeant
20citations -
Dose escalations in phase I studies: Feasibility of interpreting blinded pharmacodynamic data2022 British Journal of Clinical Pharmacology article Mathematics Statistical Methods in Clinical Trials Open access
Gerardus J. Hassing, Michiel Joost van Esdonk, Gerard J. P. van Westen, Adam F. Cohen, Jacobus Burggraaf, Pim Gal
2citations -
The risks of risk assessment: causal blind spots when using prediction models for treatment decisions2024 arXiv (Cornell University) preprint Mathematics Advanced Causal Inference Techniques Open access
Nan van Geloven, Ruth H. Keogh, Wouter van Amsterdam, Giovanni Cinà, Jesse H. Krijthe, Niels B. Peek, +9 more
1citations -
Negative controls for bias detection within exposure-anchored self-controlled designs: applications and considerations2026 International Journal of Epidemiology article Mathematics Statistical Methods in Epidemiology Open access
Pham Hien Trang Tu, Marloes T. Bazelier, Olaf H. Klungel, Rolf H. H. Groenwold, Ian Douglas, Anna Schultze, +1 more
0citations -
Estimating the Sample Size Required to Minimize Model Uncertainty Across Different Risk Profiles2026 ACM Conference on Fairness, Accountability, and Transparency (FAccT) conference-paper Mathematics Statistical Methods in Epidemiology Open access
Fleur Vereijken, Jenna Reps, Egill Axfjord Fridgeirsson, Toby Hackmann, Ewout Willem Steyerberg, Peter R. Rijnbeek, +1 more
0citations -
Critical appraisal of combination therapies: the impact of trial design on benefit-risk outcomes2026 JNCI Journal of the National Cancer Institute article Mathematics Statistical Methods in Clinical Trials
Floor de Jong, Li-Anne H Douma, Paul Baas, Cornedine Jannette de Gooijer, Hans A. J. Gelderblom, Jacobus A. Burgers, +1 more
0citations