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Prediction of Acute Respiratory Failure Requiring Advanced Respiratory Support in Advance of Interventions and Treatment: A Multivariable Prediction Model From Electronic Medical Record Data
An-Kwok Ian Wong, Rishikesan Kamaleswaran, Azade Tabaie, Matthew A. Reyna, Christopher S. Josef, Chad J. Robichaux, +6 more
10citations -
Prospective Evaluation of Structure-Based Simulations Reveal Their Ability to Predict the Impact of Kinase Mutations on Inhibitor Binding2025 The Journal of Physical Chemistry B article Computer Science Computational Drug Discovery Methods Open access
Sukrit Singh, Vytautas Gapsys, Matteo Aldeghi, David Schaller, Aziz M. Rangwala, Jessica B. White, +10 more
14citations -
Prospective evaluation of structure-based simulations reveal their ability to predict the impact of kinase mutations on inhibitor binding2024 bioRxiv (Cold Spring Harbor Laboratory) preprint Computer Science Computational Drug Discovery Methods Open access
Sukrit Singh, Vytautas Gapsys, Matteo Aldeghi, David Schaller, Aziz M. Rangwala, Jessica B. White, +10 more
3citations -
MultiGML: Multimodal Graph Machine Learning for Prediction of Adverse Drug Events2022 bioRxiv (Cold Spring Harbor Laboratory) preprint Computer Science Computational Drug Discovery Methods Open access
Sophia Krix, Lauren Nicole DeLong, Sumit Madan, Daniel Domingo‐Fernándéz, Ashar Ahmad, Sheraz Gul, +2 more
3citations -
GPT-4o and the quest for machine learning interpretability in ICU risk of death prediction2025 BMC Medical Informatics and Decision Making article Computer Science Machine Learning in Healthcare Open access
Moein E. Samadi, Kateryna Nikulina, Sebastian Johannes Fritsch, Andreas Schuppert
6citations -
Laboratory earthquake forecasting: A machine learning competition2021 Proceedings of the National Academy of Sciences article Computer Science Seismology and Earthquake Studies Open access cited by 1 patent
Paul Allan Johnson, Bertrand Rouet‐Leduc, L. J. Pyrak‐Nolte, Gregory C. Beroza, Chris J. Marone, Claudia Hulbert, +7 more
123citations -
Privacy-preserving dataset combination and Lasso regression for healthcare predictions2021 BMC Medical Informatics and Decision Making article Computer Science Privacy-Preserving Technologies in Data Open access
Marie Beth van Egmond, Gabriele Spini, Onno van der Galiën, Arne S. IJpma, Thijs Veugen, Wessel Kraaij, +6 more
50citations -
Automatic preference based multi-objective evolutionary algorithm on vehicle fleet maintenance scheduling optimization2021 Swarm and Evolutionary Computation article Computer Science Advanced Multi-Objective Optimization Algorithms Open access
Yali Wang, Steffen Limmer, Markus Olhofer, Michael Emmerich, Thomas Bäck
24citations -
Automatic Preference Based Multi-objective Evolutionary Algorithm on Vehicle Fleet Maintenance Scheduling Optimization2021 arXiv (Cornell University) preprint Computer Science Advanced Multi-Objective Optimization Algorithms Open access
Yali Wang, Steffen Limmer, Markus Olhofer, Michael Emmerich, Thomas Baeck
1citations -
Assessing real-world gait with digital technology? Validation, insights and recommendations from the Mobilise-D consortium2023 Journal of NeuroEngineering and Rehabilitation article Computer Science Context-Aware Activity Recognition Systems Open access
M. Encarna Micó-Amigo, Tecla Bonci, Anisoara Paraschiv-Ionescu, Martin Ullrich, Cameron Kirk, Abolfazl Soltani, +43 more
157citations -
Assessing real-world gait with digital technology? Validation, insights and recommendations from the Mobilise-D consortium2022 Research Square preprint Computer Science Context-Aware Activity Recognition Systems Open access
M. Encarna Micó-Amigo, Tecla Bonci, Anisoara Paraschiv-Ionescu, Martin Ullrich, Cameron Kirk, Abolfazl Soltani, +43 more
19citations -
Correction: Assessing real-world gait with digital technology? Validation, insights and recommendations from the Mobilise-D consortium2024 Journal of NeuroEngineering and Rehabilitation erratum Computer Science Context-Aware Activity Recognition Systems Open access
M. Encarna Micó-Amigo, Tecla Bonci, Anisoara Paraschiv-Ionescu, Martin Ullrich, Cameron Kirk, Abolfazl Soltani, +43 more
3citations -
Disentangling ID and Modality Effects for Session-based Recommendation2024 International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR) conference-paper Computer Science Recommender Systems and Techniques Open access
Xiaokun Zhang, Bo Xu, Zhaochun Ren, Xiaochen Wang, Hongfei Lin, Fenglong Ma
32citations -
Deconstructing deep imbalanced regression: a comprehensive review and experimental evaluation2026 Artificial Intelligence Review article Computer Science Imbalanced Data Classification Techniques Open access
Noah Christoph Pütz, Jens Uwe Brandt, Marc Hilbert, Elena Raponi, Thomas Bäck, Thomas Bartz–Beielstein
1citations -
Fully automatic cardiac four chamber and great vessel segmentation on CT pulmonary angiography using deep learning2022 Frontiers in Cardiovascular Medicine article Computer Science Medical Image Segmentation Techniques Open access
Michael J. Sharkey, Jonathan Christopher Taylor, Samer Alabed, Krit Dwivedi, Kavita Karunasaagarar, Christopher Johns, +10 more
39citations