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Papers matching “model performance” 10,202

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Generalizability of Cardiovascular Disease Clinical Prediction Models: 158 Independent External Validations of 104 Unique Models
2022 Circulation Cardiovascular Quality and Outcomes article Mathematics Statistical Methods in Epidemiology Open access

David V. Klaveren

54

citations
Testing methods of linguistic homeland detection using synthetic data
2021 Philosophical Transactions of the Royal Society B Biological Sciences article Social Sciences Language and cultural evolution Open access

Søren Wichmann, Taraka Rama

54

citations
Testing methods of linguistic homeland detection using synthetic data
2020 bioRxiv (Cold Spring Harbor Laboratory) preprint Social Sciences Language and cultural evolution Open access

Søren Wichmann, Taraka Rama

43

citations
Analysis of Chest X-ray for COVID-19 Diagnosis as a Use Case for an HPC-Enabled Data Analysis and Machine Learning Platform for Medical Diagnosis Support
2023 Diagnostics article Medicine COVID-19 diagnosis using AI Open access

Chadi Barakat, Marcel Aach, Andreas Schuppert, Sigurður Brynjólfsson, Sebastian Johannes Fritsch, Morris Riedel

4

citations
Editorial: Maintaining health, safety and cognitive function under challenging environmental and working conditions
2025 Frontiers in Environmental Health editorial Psychology Sleep and Work-Related Fatigue Open access

Eva‐Maria Elmenhorst, Mikael Sallinen, Dorothee Rita Fischer

0

citations
Translationale Modellierung der Wirksamkeit von Medikamenten in Krebspatienten
2020 RWTH Publications (RWTH Aachen) dissertation Computer Science Computational Drug Discovery Methods Open access

Lisa-Katrin Schätzle

0

citations
A review of recent trends and challenges in numerical modeling of the anisotropic behavior of hardened 3D printed concrete
2024 Additive manufacturing article Engineering Innovations in Concrete and Construction Materials Open access

Abedulgader Baktheer, Martin Claßen

45

citations
The Impact of Two Data‐Generating Processes for Competing Risk Data on the Discrimination and Calibration of Two Types of Competing Risk Regression Models
2026 Statistics in Medicine article Mathematics Statistical Methods and Inference Open access

Peter C. Austin, Hein Putter

2

citations
Predicting Patient Death after Allogeneic Stem Cell Transplantation for Inborn Errors Using Machine Learning (PREPAD): A European Society for Blood and Marrow Transplantation Inborn Errors Working Party Study
2023 Transplantation and Cellular Therapy article Medicine Hematopoietic Stem Cell Transplantation Open access

Erik G. J. von Asmuth, Bénédicte Neven, Michael H. Albert, Alexander B. Mohseny, Marco W. Schilham, Harald Binder, +2 more

8

citations
Prognostic models for mortality risk in patients requiring ECMO
2023 Intensive Care Medicine article Engineering Mechanical Circulatory Support Devices Open access

Lara C. A. Pladet, Jaimie M. M. Barten, Lisette M. Vernooij, Carlos V. Elzo Kraemer, Jeroen J. H. Bunge, Erik Scholten, +5 more

72

citations
Evaluation of clinical prediction models (part 1): from development to external validation
2024 BMJ article Mathematics Statistical Methods in Epidemiology Open access

Professor Gary S. Collins, Paula Dhiman, Jie Ma, Michael Maia Schlüssel, Lucinda Archer, Ben Van Calster, +7 more

737

citations
The Added Value of Family Caregivers' Level of Mastery in Predicting Survival of Glioblastoma Patients
2021 Cancer Nursing article Medicine Glioma Diagnosis and Treatment Open access

Florien Willemijn Boele, Jason M. Weimer, Amir H. Zamanipoor Najafabadi, Louise Janet Murray, Charles W. Given, Barbara Ann Given, +4 more

14

citations
How does downsampling affect needle electromyography signals? A generalisable workflow for understanding downsampling effects on high-frequency time series
2026 Biomedical Signal Processing and Control article Engineering Muscle activation and electromyography studies Open access

Mathieu J.L. Cherpitel, Janne A.M. Luijten, Thomas Bäck, Camiel Verhamme, Martijn Rudolf Tannemaat, Anna V. Kononova

0

citations
Evaluating discrimination of prediction models for recurrent clinical events
2026 Diagnostic and Prognostic Research article Mathematics Statistical Methods in Epidemiology Open access

Thomas J. Spain, Alexandra Hunt, Maria Sudell, Jane L. Hutton, Hein Putter, Victoria Watson, +3 more

0

citations
Extending an IFC-based Framework to include an Automated CFD-Setup using Pre-Computed Boundary Conditions
2024 Proceedings of BauSIM conference-paper Engineering BIM and Construction Integration Open access

Veronika Richter, Christoph van Treeck, Jérôme Frisch

1

citations
Efficient coupling of highly parallel computational fluid dynamics simulations with deep learning on heterogeneous architectures
2026 RWTH Publications (RWTH Aachen) dissertation Computer Science Parallel Computing and Optimization Techniques Open access

Fabian Orland

0

citations
Modeling homogeneous ignition processes of clustering solid particle clouds in isotropic turbulence
2024 Fuel article Engineering Combustion and flame dynamics Open access

Pooria Farmand, Hendrik Nicolai, Lukas Berger, Antonio Attili, Michael Gauding, Christian Hasse, +1 more

2

citations
The Generalizability of Clinical Prediction Models for Patients with Acute Coronary Syndromes: Results from Independent External Validations
2021 medRxiv preprint Mathematics Statistical Methods in Epidemiology Open access

Benjamin S. Wessler, Jason Nelson, Jinny G. Park, Hannah L. McGinnes, Jenica N. Upshaw, Ben Van Calster, +3 more

0

citations
Survival prediction of glioblastoma patients—are we there yet? A systematic review of prognostic modeling for glioblastoma and its clinical potential
2020 Neurosurgical Review review Medicine Glioma Diagnosis and Treatment Open access

Ishaan Ashwini Tewarie, Joeky T. Senders, Stijn W.F. Kremer, Sharmila Devi, William Brian Gormley, Omar M. Arnaout, +2 more

61

citations
Bacteremia prediction models to reduce unnecessary blood cultures: external validation in a large US emergency department
2026 Scientific Reports article Medicine Sepsis Diagnosis and Treatment Open access

Anna Kaal, Laraine Washer, Anastasia I. Wasylyshyn, Ewout Willem Steyerberg, Prashant Mahajan, Cees van Nieuwkoop

1

citations
3D printed patient-specific fixation plates for the treatment of slipped capital femoral epiphysis: Topology optimization vs. conventional design
2023 Journal of the mechanical behavior of biomedical materials/Journal of mechanical behavior of biomedical materials article Engineering Topology Optimization in Engineering Open access

Vahid Moosabeiki, Naomi Winter, Mauricio Cruz Saldívar, Leeflang, Melinda M. E. H. Witbreuk, Vera Lagerburg, +2 more

8

citations
MO071EXTERNAL VALIDATION OF ISCHEMIC STROKE RISK PREDICTION MODELS IN ATRIAL FIBRILLATION PATIENTS WITH CHRONIC KIDNEY DISEASE: THE STOCKHOLM CREATININE MEASUREMENTS (SCREAM) PROJECT
2020 Nephrology Dialysis Transplantation article Medicine Atrial Fibrillation Management and Outcomes

Ype de Jong, Edouard L. Fu, Juan Jesús Carrero, Friedo Wilhelm Dekker, Merel van Diepen, Gürbey Ocak

0

citations
A protocol for evaluating robustness to H&E staining variation in computational pathology models
2026 arXiv (Cornell University) preprint Computer Science AI in cancer detection Open access

Lydia A. Schoenpflug, Nikki van den Berg, Sonali Andani, Nanda Horeweg, Jurriaan Barkey Wolf, Tjalling Bosse, +2 more

1

citations
Patients With Femoral Neck Fractures Are at Risk for Conversion to Arthroplasty After Internal Fixation: A Machine‐learning Algorithm
2022 Clinical Orthopaedics and Related Research article Medicine Hip and Femur Fractures Open access

Anouk van de Kuit, Jacobien H. F. Oosterhoff, Hidde Dijkstra, Sheila Sprague, Sofia Bzovsky, Mohit Bhandari, +6 more

12

citations
Well-to-Wheel Design of Renewable Fuels for Future Spark-Ignition Engines
2026 Energy & Fuels article Chemical Engineering Advanced Combustion Engine Technologies Open access

Philipp Ackermann, Marian Panofen, Patrick Burkardt, Bastian Lehrheuer, Jörn Viell, Stefan Pischinger, +2 more

2

citations