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acia-workflows: Automated Single-cell Imaging Analysis for Scalable and Deep Learning-based Live-cell Imaging Analysis Workflows2025 arXiv (Cornell University) preprint Biochemistry, Genetics and Molecular Biology Cell Image Analysis Techniques Open access
Johannes Seiffarth, Keitaro Kasahara, Michelle Bund, Benita Lückel, Richard Dominik Paul, Matthias Pesch, +4 more
3citations -
Deep learning on CT scans to predict checkpoint inhibitor treatment outcomes in advanced melanoma2024 Scientific Reports article Medicine Radiomics and Machine Learning in Medical Imaging Open access
Laurens S. ter Maat, Rob A. J. de Mooij, Isabella A.J. van Duin, Joost J.C. Verhoeff, Sjoerd Geert Elias, Tim Leiner, +20 more
2citations -
An Interpretable Machine Learning Model with Deep Learning-based Imaging Biomarkers for Diagnosis of Alzheimer's Disease2023 arXiv (Cornell University) preprint Medicine Dementia and Cognitive Impairment Research Open access
Wenjie Kang, Bo Li, Janne M. Papma, Lize Corrine Jiskoot, Peter Paul De Deyn, Geert Jan Biessels, +6 more
1citations -
The Φ-Sat-1 Mission: The First On-Board Deep Neural Network Demonstrator for Satellite Earth Observation2021 IEEE Transactions on Geoscience and Remote Sensing article Computer Science Advanced Neural Network Applications Open access cited by 1 patent
Gianluca Giuffrida, Luca Fanucci, Gabriele Meoni, Matej Batič, Léonie Buckley, Aubrey K. Dunne, +6 more
223citations -
Solubility and Stability of Some Pharmaceuticals in Natural Deep Eutectic Solvents-Based Formulations2021 Molecules article Chemical Engineering Ionic liquids properties and applications Open access cited by 5 patents
Natali Rianika Mustafa, Vincent Spelbos, Geert‐Jan Witkamp, Robert Verpoorte, Young Hae Choi
100citations -
Newton versus the machine: solving the chaotic three-body problem using deep neural networks2020 Monthly Notices of the Royal Astronomical Society article Physics and Astronomy Model Reduction and Neural Networks Open access cited by 1 patent
Philip G. Breen, Christopher N. Foley, Tjarda Boekholt, Simon Portegies Zwart
97citations -
Implementing State-of-the-Art Deep Learning Approaches for Archaeological Object Detection in Remotely-Sensed Data: The Results of Cross-Domain Collaboration26citations
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Adaptive Traffic Light Control With Deep Reinforcement Learning: An Evaluation of Traffic Flow and Energy Consumption2023 IEEE Transactions on Intelligent Transportation Systems article Engineering Traffic control and management
Lucas Koch, Tobias Brinkmann, Marius Wegener, Kevin Badalian, Jakob Andert
24citations -
Effect of deep brain stimulation on caregivers of patients with Parkinson's disease: A systematic review2020 Parkinsonism & Related Disorders review Medicine Neurological disorders and treatments Open access
Marle M. van Hienen, Maria Fiorella Contarino, Huub A. M. Middelkoop, Jacobus Johannes van Hilten, Victor Jacobus Geraedts
23citations -
Deep learning based non-contact physiological monitoring in Neonatal Intensive Care Unit2022 Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society conference-paper Engineering Non-Invasive Vital Sign Monitoring
Nicky Nirlipta Sahoo, Balamurali Murugesan, Ayantika Das, Srinivasa Karthik, Keerthi Ram, Steffen K. Leonhardt, +2 more
20citations -
Three-dimensional characterisation of deformation-induced damage in dual phase steel using deep learning2023 Materials & Design article Engineering Microstructure and Mechanical Properties of Steels Open access
Setareh Medghalchi, Sang-Hyeok Lee, Benjamin Berkels, U. Kerzel, Sandra Korte‐Kerzel
16citations