Papers matching “self-supervised learning” 59
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Boosting multi-demographic federated learning for chest radiograph analysis using general-purpose self-supervised representations2025 European Journal of Radiology Artificial Intelligence article Computer Science Privacy-Preserving Technologies in Data Open access
Mahshad Lotfinia, Arash Tayebiarasteh, Mehdi Joodaki, Soroosh Tayebi Arasteh
9citations -
An exploration of contrastive self-supervised learning for reconstructed atom probe tomography data2026 Machine Learning Science and Technology article Engineering Advanced Materials Characterization Techniques Open access
Janis A. Sälker, Marcus Hans, Jochen M. Schneider, Raheleh Hadian
0citations -
Unlocking the potential of unlabeled data: Self-supervised machine learning for battery aging diagnosis with real-world field data2024 Journal of Energy Chemistry article Engineering Advanced Battery Technologies Research Open access
Qiao Wang, Min Ye, Sehriban Celik, Zhongwei Deng, Bin Li, Dirk Uwe Sauer, +1 more
32citations -
Congestion assessment using a self-supervised contrastive learning-derived risk index in patients with congestive heart failure (CONAN): protocol and design of a prospective cohort study2025 European Heart Journal - Digital Health article Medicine Heart Failure Treatment and Management Open access
Bojan Hartmann, Niels‐Ulrik Korbinian Hartmann, Julia Brandts, Marlo Verket, Nikolaus Marx, Niveditha Dinesh, +7 more
0citations -
Self-supervised attention-based deep learning for pan-cancer mutation prediction from histopathology2023 npj Precision Oncology article Computer Science AI in cancer detection Open access cited by 1 patent
Oliver Lester Saldanha, Chiara Maria Lavinia Loeffler, Jan Niehues, Marko van Treeck, Tobias Paul Seraphin, Katherine Jane Hewitt, +5 more
88citations -
scDecorr: feature decorrelation based representation learning enables self-supervised alignment of multiple single-cell experiments2026 Scientific Reports article Biochemistry, Genetics and Molecular Biology Single-cell and spatial transcriptomics Open access
Ritabrata Sanyal, Yang Xu, Hyojin Kim, Rafael Kramann, Sikander Hayat
0citations -
Noise2Filter: fast, self-supervised learning and real-time reconstruction for 3D computed tomography2020 Machine Learning Science and Technology article Physics and Astronomy Advanced X-ray Imaging Techniques Open access
Marinus J. Lagerwerf, Allard A. Hendriksen, Jan‐Willem Buurlage, Kees Joost Batenburg
1citations -
Identification of extracellular vesicles from their Raman spectra via self-supervised learning2024 Scientific Reports article Biochemistry, Genetics and Molecular Biology Extracellular vesicles in disease Open access
Mathias Novik Jensen, Eduarda M. Guerreiro, Agustin Enciso‐Martinez, Sergei G. Kruglik, Cees Otto, Omri Snir, +2 more
18citations -
Self-supervised learning for denoising quasiparticle interference data2025 Physical review. B./Physical review. B article Computer Science Image and Signal Denoising Methods
Ilse S. Kuijf, Willem O. Tromp, Tjerk Benschop, Niño Philip Ramones, Miguel Antonio Sulangi, Evert van Nieuwenburg, +1 more
1citations -
An exploration of contrastive self-supervised learning for reconstructed atom probe tomography data2026 Machine Learning Science and Technology article Engineering Advanced Materials Characterization Techniques Open access
Janis A. Sälker, Marcus Hans, Jochen M. Schneider, Raheleh Hadian
0citations -
Prediction of heart transplant rejection from routine pathology slides with self-supervised deep learning2023 European Heart Journal - Digital Health article Computer Science AI in cancer detection Open access
Tobias Paul Seraphin, Mark Luedde, Christoph Roderburg, Marko van Treeck, Pascal Scheider, Roman David Buelow, +11 more
33citations -
scDecorr: feature decorrelation based representation learning enables self-supervised alignment of multiple single-cell experiments2026 Scientific Reports article Biochemistry, Genetics and Molecular Biology Single-cell and spatial transcriptomics Open access
Ritabrata Sanyal, Hyojin Kim, Rafael Kramann, Sikander Hayat
0citations -
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 -
A self-supervised, physics-aware, Bayesian neural network architecture for modelling galaxy emission-line kinematics2021 Monthly Notices of the Royal Astronomical Society article Physics and Astronomy Galaxies: Formation, Evolution, Phenomena Open access
James M Dawson, Timothy A. Davis, Edward L Gomez, Justus Schock
3citations