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Model-based deconvolution for DSC-MRI: A comparison of accuracy, precision, and computational complexity of parametric transit time distributions2023 bioRxiv (Cold Spring Harbor Laboratory) preprint Medicine Advanced MRI Techniques and Applications Open access
Rashed Sobhan, Pinelopi Gkogkou, Glyn Johnson, Donnie Cameron
1citations -
The Impact of Digital Histopathology Batch Effect on Deep Learning Model Accuracy and Bias2020 bioRxiv (Cold Spring Harbor Laboratory) preprint Computer Science AI in cancer detection Open access
Frederick Matthew Howard, James M. Dolezal, Sara E. Kochanny, Jefree J. Schulte, Heather Chen, Lara Rosaline Heij, +7 more
25citations -
Predictive accuracy of computer-aided versions of the on-admission National Early Warning Score in estimating the risk of COVID-19 for unplanned admission to hospital: a retrospective development and validation study
Muhammad Faisal, Mohammed A Mohammed, Donald Richardson, Ewout Willem Steyerberg, Massimo Fiori, Kevin Beatson
0citations -
Trust the Model Where It Trusts Itself -- Model-Based Actor-Critic with Uncertainty-Aware Rollout Adaption2024 arXiv (Cornell University) preprint Computer Science Reinforcement Learning in Robotics Open access
Bernd Frauenknecht, Artur Eisele, Devdutt Subhasish, Friedrich Solowjow, Sebastian Trimpe
2citations -
Large Language Model-Based Uncertainty-Adjusted Label Extraction for Artificial Intelligence Model Development in Upper Extremity Radiography2025 arXiv (Cornell University) preprint Medicine Artificial Intelligence in Healthcare and Education Open access
Anne-Sophie Caselitz, Thomas Dratsch, Daniel Pinto dos Santos, Christiane Katharina Kuhl, Daniel Truhn, Sven Nebelung
0citations -
A multi-field decomposed model order reduction approach for thermo-mechanically coupled gradient-extended damage simulations2024 arXiv (Cornell University) preprint Physics and Astronomy Model Reduction and Neural Networks Open access
Qinghua Zhang, Stephan Ritzert, Jian Zhang, Jannick Kehls, Stefanie Reese, Tim Brepols
0citations -
Safety and accuracy follow different scaling laws in clinical large language models2026 arXiv (Cornell University) preprint Medicine Artificial Intelligence in Healthcare and Education Open access
Sebastian Wind, Tri-Thien Nguyen, Jeta Sopa, Mahshad Lotfinia, Sebastian Bickelhaup, Michael Uder, +6 more
0citations -
Agentic retrieval-augmented reasoning reshapes collective reliability under model variability in radiology question answering2026 arXiv (Cornell University) preprint Medicine Artificial Intelligence in Healthcare and Education Open access
Mina Farajiamiri, Jeta Sopa, Saba Afza, Lisa Adams, Felix Barajas Ordonez, Tri-Thien Nguyen, +6 more
0citations