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Explainable fully automated CT scoring of interstitial lung disease for patients suspected of systemic sclerosis by cascaded regression neural networks and its comparison with experts2024 Scientific Reports article Medicine Radiomics and Machine Learning in Medical Imaging Open access
Jingnan Jia, Irene Hernandez Giron, Anne A. Schouffoer, Jeska Kirsten De Vries-Bouwstra, Maarten K. Ninaber, Julie C. Korving, +3 more
9citations -
Evaluation of Key Spatiotemporal Learners for Print Track Anomaly Classification Using Melt Pool Image Streams2023 IFAC-PapersOnLine article Engineering Additive Manufacturing Materials and Processes Open access
Lynn Cherif, Mutahar Safdar, Guy Lamouche, Priti Wanjara, Padma Polash Paul, Gentry Wood, +3 more
5citations -
End-to-End Pipeline for Uncertainty Quantification and Remaining Useful Life Estimation: An Application on Aircraft Engines2022 PHM Society European Conference conference-paper Engineering Machine Fault Diagnosis Techniques Open access
Marios Kefalas, Bas van Stein, Mitra Baratchi, Asteris Apostolidis, Thomas Bäck
4citations -
Lessons learned on using High-Performance Computing and Data Science Methods towards understanding the Acute Respiratory Distress Syndrome (ARDS)2022 International Convention on Information, Communication and Electronic Technology (MIPRO) conference-paper Medicine Respiratory Support and Mechanisms
Chadi Barakat, Sebastian Johannes Fritsch, Konstantin Sharafutdinov, Gunnlaugur Ingólfsson, Andreas Schuppert, Sigurður Brynjólfsson, +1 more
4citations -
Classifying patients with invasive fungal disease: towards a unified case definition?2025 Journal of Antimicrobial Chemotherapy article Medicine Antifungal resistance and susceptibility Open access
Mehmet Ergün, Roger J. M. Brüggemann, Alexandre Alanio, Robbert Gerard Bentvelsen, Karin van Dijk, Meltem Ergün, +5 more
4citations -
Accompanying data - Papyrus - A large scale curated dataset aimed at bioactivity predictions2022 Zenodo (CERN European Organization for Nuclear Research) dataset Computer Science Computational Drug Discovery Methods Open access
Olivier J. M. Béquignon, Brandon J. Bongers, Willem Jespers, Adriaan P. IJzerman, Bob van de Water, Gerard J. P. van Westen
3citations -
Materials Within a Digitalized Production Environment2023 Interdisciplinary excellence accelerator series book-chapter Materials Science Machine Learning in Materials Science Open access
Christoph Broeckmann, Andreas Bührig–Polaczek, Bengt Hallstedt, Ulrich Krupp, Ali Rajaei, Michael Rom, +3 more
1citations -
Materials Within a Digitalized Production Environment2023 Interdisciplinary excellence accelerator series book-chapter Materials Science Machine Learning in Materials Science Open access
Christoph Broeckmann, Andreas Bührig–Polaczek, Bengt Hallstedt, Ulrich Krupp, Ali Rajaei, Michael Rom, +3 more
1citations -
Q(D)O-ES: Population-based Quality (Diversity) Optimisation for Post Hoc Ensemble Selection in AutoML2023 arXiv (Cornell University) preprint Computer Science Machine Learning and Data Classification Open access
Lennart Purucker, Lennart Schneider, Marie Anastacio, Joeran Beel, Bernd Bischl, Holger H. Hoos
1citations -
Accompanying data - Papyrus - A large scale curated dataset aimed at bioactivity predictions2024 Zenodo (CERN European Organization for Nuclear Research) dataset Computer Science Computational Drug Discovery Methods Open access
Olivier J. M. Béquignon, Brandon J. Bongers, Willem Jespers, Adriaan P. IJzerman, Bob van de Water, Gerard J. P. van Westen
0citations -
Fully automated CMR derived stroke volume correlates with right heart catheter measurements in patients with suspected pulmonary hypertension2021 European Heart Journal - Cardiovascular Imaging article Medicine Pulmonary Hypertension Research and Treatments
Samer Alabed, Kavita Karunasaagarar, Faisal Alandejani, Pankaj Garg, Johanna Uthoff, Peter Metherall, +6 more
0citations -
Accompanying data - Papyrus - A large scale curated dataset aimed at bioactivity predictions2022 Zenodo (CERN European Organization for Nuclear Research) dataset Computer Science Computational Drug Discovery Methods Open access
Olivier J. M. Béquignon, Brandon J. Bongers, Willem Jespers, Adriaan P. IJzerman, Bob van de Water, Gerard J. P. van Westen
0citations -
Multi-View Denoised Graph Collaborative Filtering for Third-Party Library Recommendation2026 International Joint Conference on Neural Networks (IJCNN) conference-paper Computer Science Recommender Systems and Techniques Open access
Yuxiang Kuang, Xiaoxiang Liao, Guosheng Kang, Ye Cao, Xiao Cui, Rong Hu, +1 more
0citations -
Predicting Drug Response with Multi-Task Gradient-Boosted Trees in Epilepsy2025 bioRxiv (Cold Spring Harbor Laboratory) preprint Medicine Epilepsy research and treatment Open access
Christian M. Boßelmann, Roland Krause, Patrick May, Stefan Wolking, Gianpiero L. Cavalleri, Norman Delanty, +14 more
0citations