Papers matching “self-supervised contrastive learning” 21
Not finding it? Sign in to also search OpenAlex live.
-
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 -
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 -
Leveraging Unlabeled Data for 3D Medical Image Segmentation through Self-Supervised Contrastive Learning2023 arXiv (Cornell University) preprint Medicine Radiomics and Machine Learning in Medical Imaging Open access
Sanaz Karimijafarbigloo, Reza Azad, Yury Velichko, Ulaş Bağcı, Dorit Merhof
0citations -
Wearable based monitoring and self-supervised contrastive learning detect clinical complications during treatment of Hematologic malignancies2023 npj Digital Medicine article Medicine Chronic Obstructive Pulmonary Disease (COPD) Research Open access
Malte Jacobsen, Rahil Gholamipoor, Till A. Dembek, Pauline Rottmann, Marlo Verket, Julia Brandts, +11 more
20citations -
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 -
Fusenet: Self-Supervised Dual-Path Network For Medical Image Segmentation2024 IEEE International Symposium on Biomedical Imaging (ISBI) conference-paper Computer Science Medical Image Segmentation Techniques
Amirhossein Kazerouni, Sanaz Karimijafarbigloo, Reza Azad, Yury Velichko, Ulaş Bağcı, Dorit Merhof
4citations -
Abnormality-Driven Representation Learning for Radiology Imaging2025 Lecture notes in computer science conference-paper Medicine Radiomics and Machine Learning in Medical Imaging Open access
Marta Ligero, Tim Lenz, Georg Wölflein, Omar S. M. El Nahhas, Daniel Truhn, Jakob Nikolas Kather
0citations -
Transcriptomics-guided Slide Representation Learning in Computational Pathology2024 arXiv (Cornell University) preprint Biochemistry, Genetics and Molecular Biology Gene expression and cancer classification Open access
Guillaume Jaume, Lukas Oldenburg, Anurag Jayant Vaidya, Richard J. Chen, Drew F. K. Williamson, Andrew H. Song, +1 more
3citations -
mcBERT: Patient-Level Single-cell Transcriptomics Data Representation2024 bioRxiv (Cold Spring Harbor Laboratory) preprint Biochemistry, Genetics and Molecular Biology Single-cell and spatial transcriptomics Open access
Benedikt von Querfurth, Johannes Lohmöller, Jan Pennekamp, Tore Bleckwehl, Rafael Kramann, Klaus Wehrle, +1 more
3citations
21 results