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Papers matching “hyperparameter optimization” 8

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Leveraging Vision Transformers with Hyperparameter Optimization for the Classification of Acute Respiratory Distress Syndrome
2025 MIPRO ICT and Electronics Convention (MIPRO) conference-paper Medicine COVID-19 diagnosis using AI

Josefine Busch, Chadi Barakat, T. Pauli, Simon Fonck, André Stollenwerk, Sebastian Johannes Fritsch, +1 more

0

citations
Deep learning on CT scans to predict checkpoint inhibitor treatment outcomes in advanced melanoma
2023 medRxiv preprint 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, +19 more

0

citations
Analysis of Chest X-ray for COVID-19 Diagnosis as a Use Case for an HPC-Enabled Data Analysis and Machine Learning Platform for Medical Diagnosis Support
2023 Diagnostics article Medicine COVID-19 diagnosis using AI Open access

Chadi Barakat, Marcel Aach, Andreas Schuppert, Sigurður Brynjólfsson, Sebastian Johannes Fritsch, Morris Riedel

4

citations
Copula-Based Data Augmentation on a Deep Learning Architecture for Cardiac Sensor Fusion
2020 IEEE Journal of Biomedical and Health Informatics article Medicine ECG Monitoring and Analysis

Diogo Silva, Steffen K. Leonhardt, Christoph Hoog Antink

13

citations
Developing an Artificial Intelligence-Based Representation of a Virtual Patient Model for Real-Time Diagnosis of Acute Respiratory Distress Syndrome
2023 Diagnostics article Medicine Respiratory Support and Mechanisms Open access

Chadi Barakat, Konstantin Sharafutdinov, Josefine Busch, Sina Saffaran, Declan G. Bates, Jonathan G. Hardman, +4 more

7

citations
Predicting leptomeningeal disease spread after resection of brain metastases using machine learning
2022 Journal of neurosurgery article Medicine Brain Metastases and Treatment Open access

Ishaan Ashwini Tewarie, Alexander W. Senko, Charissa Alissa Cassandra Jessurun, Abigail Tianai Zhang, Alexander F. C. Hulsbergen, Jack J. McNulty, +4 more

13

citations
Cross-Attention Multimodal Learning for Predicting Response to Neoadjuvant Imatinib in Gastrointestinal Stromal Tumors: A Multicenter Retrospective Study
2026 arXiv (Cornell University) preprint Medicine Gastrointestinal Tumor Research and Treatment Open access

Fariba Tohidinezhad, Douwe J. Spaanderman, Natalia Oviedo Acosta, Kaouther Mouheb, Karthik Prathaban, David F. Hanff, +11 more

0

citations
Cell-Free DNA Genomic and Fragmentomic Features for Early Outcome Prediction in Diffuse Large B-Cell Lymphoma
2024 Blood conference-abstract Medicine Lymphoma Diagnosis and Treatment Open access

Steven Wang, Parisa Mapar, Ymke van der Pol, Norbert Moldován, Normastuti Adhini Tantyo, Erik D. van Werkhoven, +27 more

0

citations

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