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Papers matching “machine learning calibration” 26

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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
Improving the Output Quality of Official Statistics Based on Machine Learning Algorithms
2022 Journal of Official Statistics article Computer Science Data Stream Mining Techniques Open access

Quinten Meertens, Cees G. H. Diks, H.J. van den Herik, Frank W. Takes

6

citations
Improving the output quality of official statistics based on machine learning algorithms
2021 arXiv (Cornell University) preprint Computer Science Data Stream Mining Techniques Open access

Quinten Meertens, Cees G. H. Diks, H.J. van den Herik, Frank W. Takes

0

citations
Active Learning for Biodiversity Monitoring: From Label Efficiency to Reliable Ecological Inference
2026 arXiv (Cornell University) preprint Computer Science Machine Learning and Algorithms Open access

Ben McEwen, Shiqi Zhang, Dan Stowell

0

citations
Shadows of quantum machine learning
2023 arXiv (Cornell University) preprint Computer Science Quantum Computing Algorithms and Architecture Open access

Sofiène Jerbi, Casper Gyurik, Simon C. Marshall, Riccardo Molteni, Vedran Dunjko

0

citations
The Impact of Robust Learning on Unsupervised Image Classification
2025 Signal Processing and Communications Applications Conference (SIU) conference-paper Computer Science Advanced Neural Network Applications

Ayça Şirin Kındap, Marc Hilbert

0

citations
Can we reliably automate clinical prognostic modelling? A retrospective cohort study for ICU triage prediction of in-hospital mortality of COVID-19 patients in the Netherlands
2022 International Journal of Medical Informatics article Computer Science Machine Learning in Healthcare Open access

Iacopo Vagliano, Sylvia Brinkman, Ameen Abu–Hanna, M. Sesmu Arbous, Dave Anton Dongelmans, Paul Elbers, +3 more

15

citations
Precise Image Generation on Current Noisy Quantum Computing Devices
2023 RWTH Publications (RWTH Aachen) article Computer Science Quantum Computing Algorithms and Architecture Open access

Florian Rehm, Sofia Vallecorsa, K. Borras, Valle Varo

1

citations
Bayesian calibration, process modeling and uncertainty quantification in biotechnology
2021 bioRxiv (Cold Spring Harbor Laboratory) preprint Computer Science Gaussian Processes and Bayesian Inference Open access

Laura M. Helleckes, Michael Osthege, Wolfgang Wiechert, Eric von Lieres, Marco Oldiges

4

citations
Turbocharger Control for Emission Reduction Based on Deep Reinforcement Learning
2023 IFAC-PapersOnLine article Computer Science Reinforcement Learning in Robotics Open access

Mario Picerno, Lucas Koch, Kevin Badalian, Sung-Yong Lee, Jakob Andert

6

citations
A Simulation Study to Compare the Predictive Performance of Survival Neural Networks with Cox Models for Clinical Trial Data
2021 Computational and Mathematical Methods in Medicine article Computer Science Machine Learning in Healthcare Open access

Georgios Kantidakis, Elia Mario Biganzoli, Hein Putter, Marta F. Fiocco

19

citations
Artificial Intelligence Applied to Ultrasound Diagnosis of Pelvic Gynecological Tumors: A Systematic Review and Meta-Analysis
2025 Gynecologic and Obstetric Investigation review Computer Science AI in cancer detection Open access

Axel Geysels, Giulia Garofalo, Stefan Timmerman, Lasai Barreñada, Bart De Moor, Dirk Timmerman, +2 more

4

citations
Neural Networks for Survival Prediction in Medicine Using Prognostic Factors: A Review and Critical Appraisal
2022 Computational and Mathematical Methods in Medicine article Computer Science Machine Learning in Healthcare Open access

Georgios Kantidakis, Audinga‐Dea Hazewinkel, Marta F. Fiocco

19

citations
An AI-Driven Multi-Source Data Fusion Framework for Intelligent Network Optimization in 5G-A Systems
2026 International Journal of Artificial Intelligence Research article Computer Science Software-Defined Networks and 5G Open access

Elena Conti

0

citations
Comparing Correction Methods to Reduce Misclassification Bias
2021 Communications in computer and information science conference-paper Computer Science Machine Learning and Data Classification Open access

Kevin Kloos, Quinten Meertens, Sander Scholtus, Julian David Karch

8

citations
Beyond NLL: Pathwise Cross-Entropy Loss for Discriminative and Calibrated Event-Time Survival Prediction
2026 IEEE Journal of Biomedical and Health Informatics article Computer Science Machine Learning in Healthcare

Jingmin Long, J. P. Li, Jesper Kers, Fons J. Verbeek

1

citations
Developing Clinical Prediction Models Using Primary Care Electronic Health Record Data: The Impact of Data Preparation Choices on Model Performance
2022 Frontiers in Epidemiology article Computer Science Machine Learning in Healthcare Open access

Hendrikus J. A. van Os, Jos P. Kanning, Marieke J.H. Wermer, Niels Henrik Chavannes, Mattijs Everard Numans, Ynte M. Ruigrok, +4 more

10

citations
Development and validation of artificial intelligence models for early detection of postoperative infections (PERISCOPE): a multicentre study using electronic health record data
2024 The Lancet Regional Health - Europe article Computer Science Machine Learning in Healthcare Open access

Siri Lise van der Meijden, Anna M van Boekel, Laurens Schinkelshoek, Harry van Goor, Ewout Willem Steyerberg, Rob G. H. H. Nelissen, +4 more

12

citations
OCCUQ: Exploring Efficient Uncertainty Quantification for 3D Occupancy Prediction
2025 Proceedings - IEEE International Conference on Robotics and Automation/Proceedings conference-paper Computer Science Adversarial Robustness in Machine Learning Open access

Severin Heidrich, Till Beemelmanns, Bastian Leibe, Lutz Eckstein

3

citations
When accurate prediction models yield harmful self-fulfilling prophecies
2025 Patterns article Computer Science Machine Learning in Healthcare Open access

Wouter A. C. van Amsterdam, Nan van Geloven, Jesse H. Krijthe, Rajesh Ranganath, Giovanni Cinà

16

citations
Assess and validate predictive performance of models for in-hospital mortality in COVID-19 patients: A retrospective cohort study in the Netherlands comparing the value of registry data with high-granular electronic health records
2022 International Journal of Medical Informatics article Computer Science Machine Learning in Healthcare Open access

Iacopo Vagliano, Ameen Abu–Hanna, Dave Anton Dongelmans, Dylan W. de Lange, Diederik A M P J Gommers, Olaf L. Cremer, +40 more

11

citations
When accurate prediction models yield harmful self-fulfilling prophecies
2023 arXiv (Cornell University) preprint Computer Science Machine Learning in Healthcare Open access

Wouter A. C. van Amsterdam, Nan van Geloven, Jesse H. Krijthe, Giovanni Cinà

5

citations
When accurate prediction models yield harmful self-fulfilling prophecies
2023 Pure Amsterdam UMC preprint Computer Science Machine Learning in Healthcare

Wouter A. C. van Amsterdam, Nan van Geloven, Jesse H. Krijthe, Rajesh Ranganath, Giovanni Cinà

0

citations
Hubris Benchmarking with AmbiGANs: Assessing Model Overconfidence with Synthetic Ambiguous Data
2025 Lecture notes in computer science conference-paper Computer Science Adversarial Robustness in Machine Learning

Cátia Teixeira, I. L. V. GOMES, Carlos Soares, Jan N. van Rijn

0

citations
Vision-language models for chest radiography do not always need the image
2026 arXiv (Cornell University) preprint Computer Science Multimodal Machine Learning Applications Open access

Mahshad Lotfinia, Sebastian Ziegelmayer, Lisa Adams, Tri-Thien Nguyen, Daniel Truhn, Andreas Maier, +1 more

0

citations