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(Predictable) performance bias in unsupervised anomaly detection
Meissen, Felix, Breuer, Svenja, Knolle, Moritz, Buyx, Alena, Müller, Ruth, Kaissis, Georgios, Wiestler, Benedikt, Rückert, Daniel
Published in EBioMedicine (01.03.2024)
Published in EBioMedicine (01.03.2024)
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StRegA: Unsupervised anomaly detection in brain MRIs using a compact context-encoding variational autoencoder
Chatterjee, Soumick, Sciarra, Alessandro, Dünnwald, Max, Tummala, Pavan, Agrawal, Shubham Kumar, Jauhari, Aishwarya, Kalra, Aman, Oeltze-Jafra, Steffen, Speck, Oliver, Nürnberger, Andreas
Published in Computers in biology and medicine (01.10.2022)
Published in Computers in biology and medicine (01.10.2022)
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GAN-based synthetic FDG PET images from T1 brain MRI can serve to improve performance of deep unsupervised anomaly detection models
Zotova, Daria, Pinon, Nicolas, Trombetta, Robin, Bouet, Romain, Jung, Julien, Lartizien, Carole
Published in Computer methods and programs in biomedicine (01.06.2025)
Published in Computer methods and programs in biomedicine (01.06.2025)
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An Unsupervised Anomaly Detection Based on Self-Organizing Map for the Oil and Gas Sector
Concetti, Lorenzo, Mazzuto, Giovanni, Ciarapica, Filippo Emanuele, Bevilacqua, Maurizio
Published in Applied sciences (01.03.2023)
Published in Applied sciences (01.03.2023)
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MADGAN: unsupervised medical anomaly detection GAN using multiple adjacent brain MRI slice reconstruction
Han, Changhee, Rundo, Leonardo, Murao, Kohei, Noguchi, Tomoyuki, Shimahara, Yuki, Milacski, Zoltán Ádám, Koshino, Saori, Sala, Evis, Nakayama, Hideki, Satoh, Shin’ichi
Published in BMC bioinformatics (26.04.2021)
Published in BMC bioinformatics (26.04.2021)
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(Predictable) Performance Bias in Unsupervised Anomaly Detection
Meissen, Felix, Breuer, Svenja, Knolle, Moritz, Buyx, Alena, Müller, Ruth, Kaissis, Georgios, Wiestler, Benedikt, Rückert, Daniel
Year of Publication 25.09.2023
Year of Publication 25.09.2023
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Position Regression for Unsupervised Anomaly Detection
Bieder, Florentin, Wolleb, Julia, Sandkühler, Robin, Cattin, Philippe C
Year of Publication 19.01.2023
Year of Publication 19.01.2023
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A Survey on Unsupervised Anomaly Detection Algorithms for Industrial Images
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Self-Supervised Masked Mesh Learning for Unsupervised Anomaly Detection on 3D Cortical Surfaces
Yang, Hao-Chun, Dai, Sicheng, Rutherford, Saige, Gaser, Christian, Marquand, Andre F, Beckmann, Christian F, Wolfers, Thomas
Year of Publication 07.12.2024
Year of Publication 07.12.2024
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Interpretable Unsupervised Anomaly Detection For RAN Cell Trace Analysis
Chawla, Ashima, Jacob, Paul, Feghhi, Saman, Rughwani, Devashish, van der Meer, Sven, Fallon, Sheila
Published in International Conference on Network and Service Management (Print) (02.11.2020)
Published in International Conference on Network and Service Management (Print) (02.11.2020)
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GAN-based synthetic FDG PET images from T1 brain MRI can serve to improve performance of deep unsupervised anomaly detection models
Zotova, Daria, Pinon, Nicolas, Trombetta, Robin, Bouet, Romain, Jung, Julien, Lartizien, Carole
Year of Publication 12.05.2025
Year of Publication 12.05.2025
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StRegA: Unsupervised Anomaly Detection in Brain MRIs using a Compact Context-encoding Variational Autoencoder
Chatterjee, Soumick, Sciarra, Alessandro, Dünnwald, Max, Tummala, Pavan, Agrawal, Shubham Kumar, Jauhari, Aishwarya, Kalra, Aman, Steffen Oeltze-Jafra, Speck, Oliver, Nürnberger, Andreas
Published in arXiv.org (04.09.2022)
Published in arXiv.org (04.09.2022)
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UNSUPERVISED ANOMALY DETECTION
SAXENA, Sumit, GUTTA, Sairam T, MATHIAS, Arun G, CHAWDA, Kushal M, JUANG, Ben-Heng
Year of Publication 15.08.2019
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Year of Publication 15.08.2019
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UNSUPERVISED ANOMALY DETECTION
Saxena, Sumit, Mathias, Arun G, Chawda, Kushal M, Juang, Ben-Heng, Gutta, Sairam T
Year of Publication 08.08.2019
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Year of Publication 08.08.2019
Patent