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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 -
Validation of an automated AI-based micro-CT organ segmentation workflow against expert annotations and its impact on fluorescence quantification2026 European Radiology Experimental article Medicine Optical Imaging and Spectroscopy Techniques Open access
Elena Rama, Sihe Yu, Sarah Schraven, Zachary Gurberg, Ekaterina Savina, J Liu, +3 more
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Lung cancer intravasation-on-a-chip: Visualization and machine learning-assisted automatic quantification2025 Bioactive Materials article Biochemistry, Genetics and Molecular Biology Cell Image Analysis Techniques Open access
Christy Wing Tung Wong, J Lee, Anna Jaeschke, Kwok Keung Lit, Ho-Ying Wan, Caroline Kniebs, +3 more
7citations -
Towards Foundational Models for Molecular Learning on Large-Scale Multi-Task Datasets (Ultra Large Dataset)2023 Zenodo (CERN European Organization for Nuclear Research) preprint Materials Science Machine Learning in Materials Science Open access
Dominique Beaini, Shenyang Huang, Joao Alex Cunha, Zhiyi Li, Gabriela Moisescu-Pareja, Oleksandr Dymov, +20 more
0citations -
Towards Foundational Models for Molecular Learning on Large-Scale Multi-Task Datasets2023 Zenodo (CERN European Organization for Nuclear Research) preprint Materials Science Machine Learning in Materials Science Open access
Dominique Beaini, Shenyang Huang, Joao Alex Cunha, Zhiyi Li, Gabriela Moisescu-Pareja, Oleksandr Dymov, +20 more
0citations -
Towards Foundational Models for Molecular Learning on Large-Scale Multi-Task Datasets2023 Zenodo (CERN European Organization for Nuclear Research) preprint Materials Science Machine Learning in Materials Science Open access
Dominique Beaini, Shenyang Huang, Joao Alex Cunha, Zhiyi Li, Gabriela Moisescu-Pareja, Oleksandr Dymov, +20 more
0citations -
Towards Foundational Models for Molecular Learning on Large-Scale Multi-Task Datasets2023 Zenodo (CERN European Organization for Nuclear Research) preprint Materials Science Machine Learning in Materials Science Open access
Dominique Beaini, Shenyang Huang, Joao Alex Cunha, Zhiyi Li, Gabriela Moisescu-Pareja, Oleksandr Dymov, +19 more
0citations