Papers matching “image preprocessing pipeline” 19
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The Aachen Protocol for Deep Learning Histopathology: A hands-on guide for data preprocessing2020 Zenodo (CERN European Organization for Nuclear Research) article Computer Science AI in cancer detection Open access
Hannah Sophie Muti, Chiara Maria Lavinia Loeffler, Amelie Echle, Lara Rosaline Heij, Roman David Buelow, Jeremias Krause, +8 more
29citations -
DeepMed: A unified, modular pipeline for end-to-end deep learning in computational pathology2021 bioRxiv (Cold Spring Harbor Laboratory) preprint Computer Science AI in cancer detection Open access
Marko van Treeck, Didem Çifçi, Narmin Ghaffari Laleh, Oliver Lester Saldanha, Chiara Maria Lavinia Loeffler, Katherine Jane Hewitt, +9 more
13citations -
A Comparative Study of Supervised and Self-Supervised Denoising Techniques for Defect Segmentation in Industrial CT Imaging2025 e-Journal of Nondestructive Testing article Computer Science Image and Signal Denoising Methods Open access
Virginia Florian, Jiayang Shi, Willem Jan Palestijn, Daniël M. Pelt, K. Joost Batenburg, Thomas Lang, +5 more
0citations -
DeepKneeExplainer: Explainable Knee Osteoarthritis Diagnosis From Radiographs and Magnetic Resonance Imaging2021 IEEE Access article Computer Science Explainable Artificial Intelligence (XAI) Open access cited by 2 patents
Md. Rezaul Karim, Jiao Jiao, Till Döhmen, Michael Cochez, Oya Beyan, Dietrich Rebholz‐Schuhmann, +1 more
62citations -
Intelligent Anomaly Detection for Lane Rendering Using Transformer with Self-Supervised Pretraining and Customized Fine-Tuning2025 Transportation Research Record Journal of the Transportation Research Board article Computer Science Anomaly Detection Techniques and Applications Open access
Yongqi Dong, Xingmin Lu, Ruohan Li, Wei Guo Song, Bart van Arem, Haneen Farah
2citations -
Deep learning-based 3D reconstruction of dentate nuclei in Friedreich’s ataxia from T2*weighted MR images2025 Machine Learning with Applications article Computer Science Medical Image Segmentation Techniques Open access
Trushal Sardhara, Ravi Dadsena, Roland Can Aydin, R.-D Hilgers, Jörg Bernhard Schulz, Kathrin Reetz, +12 more
1citations -
IoC3D: A Multi-Scenario 3D Point Cloud Dataset for Semantic Target Extraction and Construction Progress Monitoring via Scan-to-BIM Verification2026 Zenodo (CERN European Organization for Nuclear Research) dataset Engineering BIM and Construction Integration Open access
Jan Luca Fahrendholz, Peter R. Wildemann, Lukas Kirner, Marit Zöcklein, Sigrid Brell‐Çokcan, Construction Robotics GmbH, +1 more
0citations -
IoC3D: A Multi-Scenario 3D Point Cloud Dataset for Semantic Target Extraction and Construction Progress Monitoring via Scan-to-BIM Verification2026 Zenodo (CERN European Organization for Nuclear Research) dataset Engineering BIM and Construction Integration Open access
Jan Luca Fahrendholz, Peter R. Wildemann, Lukas Kirner, Marit Zöcklein, Sigrid Brell‐Çokcan, Construction Robotics GmbH, +1 more
0citations -
Deep learning for prediction of post-thrombectomy outcomes based on admission CT angiography in large vessel occlusion stroke2024 Frontiers in Artificial Intelligence article Medicine Acute Ischemic Stroke Management Open access
Jakob Sommer, Fiona Dierksen, Tal Zeevi, Emily W. Avery, Adrian Mak, Ajay Malhotra, +7 more
10citations -
Myo‐Guide: A Machine Learning‐Based Web Application for Neuromuscular Disease Diagnosis With MRI2025 Journal of Cachexia Sarcopenia and Muscle article Medicine Neurogenetic and Muscular Disorders Research Open access
José Verdú-Díaz, Carla Bolano-Diaz, A. Gonzalez-Chamorro, S. Fitzsimmons, Jodi Warman‐Chardon, G. Kocak, +51 more
10citations
19 results