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Integrative learning of disentangled representations from single-cell RNA-sequencing datasets2023 bioRxiv (Cold Spring Harbor Laboratory) preprint Biochemistry, Genetics and Molecular Biology Single-cell and spatial transcriptomics Open access
Claudio Novella-Rausell, Dorien J.M. Peters, Ahmed Essam Mahfouz
0citations -
OP0199 RADIOMIC SIGNATURES REFLECT TREATMENT RESPONSE TO NINTEDANIB IN PRECLINICAL LUNG FIBROSIS MODEL2022 Annals of the Rheumatic Diseases conference-abstract Medicine Radiomics and Machine Learning in Medical Imaging Open access
David Lauer, Janine Gote-Schniering, H. S. Gabrys, M. Maciukiewicz, M. Brunner, Oliver Distler, +3 more
0citations -
Akin: Generating UI Wireframes From UI Design Patterns Using Deep Learning2021 ACM International Conference on Intelligent User Interfaces (IUI) conference-paper Computer Science Usability and User Interface Design cited by 10 patents
Nishit Gajjar, Vinoth Pandian Sermuga Pandian, Sarah Suleri, Matthias Jarke
17citations -
Cell type matching across species using protein embeddings and transfer learning2024 Zenodo (CERN European Organization for Nuclear Research) dataset Biochemistry, Genetics and Molecular Biology Single-cell and spatial transcriptomics Open access
Kirti Biharie, Lieke Michielsen, Marcel J. T. Reinders, Ahmed Essam Mahfouz
0citations -
Cell type matching across species using protein embeddings and transfer learning2023 Zenodo (CERN European Organization for Nuclear Research) dataset Biochemistry, Genetics and Molecular Biology Single-cell and spatial transcriptomics Open access
Kirti Biharie, Lieke Michielsen, Marcel J. T. Reinders, Ahmed Essam Mahfouz
0citations -
An externally validated machine learning algorithm for predicting mental and physical health outcomes three months post-hospitalization for severe viral infection with SARS-CoV-2
Katharina Schultebraucks, Sapir Gershov, Felix Fischer, Katja Wingenfeld, Sein Schmidt, Sarah Steinbrecher, +28 more
0citations -
Machine Learning-Driven Surface-Enhanced Raman Spectroscopy (SERS) Profiling of Low Molecular Weight Serum from Cervical Cancer Patients2026 Analytical Letters article Materials Science Gold and Silver Nanoparticles Synthesis and Applications
Shama Sehar, Maria Ghafoor, Muhammad Zeeshan Majeed, Haq Nawaz, Nosheen Rashid, Hafiza Elbadie Ahmed, +9 more
0citations -
Rheumatic Digital Twin: Proposed Machine Learning–Based Multimodal Framework to Inform Clinical Decision-Making2026 Journal of Medical Internet Research article Computer Science Machine Learning in Healthcare Open access
Daniyal Selani, Rachel Knevel, Marcel J. T. Reinders, Erik B. van den Akker
0citations -
VAE-MOTION: A deep generative model for cardiomyocyte contractility analysis for improving drug efficacy evaluation2025 Expert Systems with Applications article Biochemistry, Genetics and Molecular Biology Cell Image Analysis Techniques Open access
Giorgia Curci, Paola Casti, Luca Sala, Marcella Brescia, Pasquale Cascarano, Michele D’Orazio, +6 more
2citations -
Interferometric Quantum Polynomial Chaos Expansion as a Generative Model for Calorimeter Shower Simulation2026 arXiv (Cornell University) preprint Computer Science Quantum Computing Algorithms and Architecture Open access
J. Slim, Saverio Monaco, Florian Rehm, D. Kruecker, Frank Gaede, Kerstin Borras
1citations