Research output per year
Research output per year
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Dive into the research topics where Biomedical Computing is active. These topic labels come from the works of this organisation's members. Together they form a unique fingerprint.
Collaborations and top research areas from the last five years
Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
Profiles
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Complex-Valued Federated Learning with Differential Privacy and MRI Applications
Riess, A., Ziller, A., Kolek, S., Rueckert, D., Schnabel, J. & Kaissis, G., 2025, Medical Image Computing and Computer Assisted Intervention – MICCAI 2024 Workshops - ISIC 2024, iMIMIC 2024, EARTH 2024, DeCaF 2024, Held in Conjunction with MICCAI 2024, Proceedings. Celebi, M. E., Reyes, M., Chen, Z. & Li, X. (eds.). Springer Science and Business Media Deutschland GmbH, p. 191-203 13 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 15274 LNCS).Research output: Chapter in Book/Report/Conference proceeding › Conference paper › peer-review
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Deep learning model DeepNeo predicts neointimal tissue characterization using optical coherence tomography
Koch, V., Holmberg, O., Blum, E., Sancar, E., Aytekin, A., Seguchi, M., Xhepa, E., Wiebe, J., Cassese, S., Kufner, S., Kessler, T., Sager, H., Voll, F., Rheude, T., Lenz, T., Kastrati, A., Schunkert, H., Schnabel, J. A., Joner, M. & Marr, C. & 1 others, , 17 Apr 2025, In: Communications Medicine. 5, 1, p. 124Research output: Contribution to journal › Article › peer-review
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Enhanced prostate zone segmentation with multi-timepoint MRI: a cross-attention augmented 3D U-Net approach
Yahathugoda, Y., Prezzi, D., Ittichaiwong, P., Goh, V., Ourselin, S. & Antonelli, M., 11 Apr 2025, Proc. SPIE 13406, Medical Imaging 2025. Image Processing, 134061B ed. San Diego, California, United States: SPIEResearch output: Chapter in Book/Report/Conference proceeding › Conference paper › peer-review
Open AccessFile3 Downloads (Pure)
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Computer Assisted Screening for Cortical Alterations in Development (CASCADE)
Robinson, E. (Primary Investigator), Counsell, S. (Co-Investigator), Deprez, M. (Co-Investigator), McAlonan, G. (Co-Investigator) & Rutherford, M. (Co-Investigator)
1/04/2025 → 31/03/2028
Project: Research
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Improving reliability of three-dimensional fetal echocardiography through motion corrected slice-to-volume registration and machine learning
Lloyd, D. (Primary Investigator) & Deprez, M. (Co-Investigator)
1/03/2025 → 28/02/2026
Project: Research
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Statistical Motion Atlases for Standardized Heart Function Analysis across Multi-Modal Imaging
Young, A. (Primary Investigator), Chiribiri, A. (Co-Investigator), King, A. (Co-Investigator) & Nazir, M. (Co-Investigator)
EPSRC Engineering and Physical Sciences Research Council
18/12/2024 → 17/12/2028
Project: Research
Student theses
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Joint PET-MR Image Reconstruction with Machine Learning
Corda-D'Incan, G. (Author), Reader, A. (Supervisor) & Schnabel, J. (Supervisor), 1 Jul 2023Student thesis: Doctoral Thesis › Doctor of Philosophy
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Machine Learning to Uncover Neuroimaging Features of Autism
Dong, Y. (Author), Deprez, M. (Supervisor) & Batalle, D. (Supervisor), 1 Apr 2025Student thesis: Doctoral Thesis › Doctor of Philosophy
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Schizophrenia and Autism: A Neuroimaging Genomics Study in Neonates
Le, H. (Author), Deprez, M. (Supervisor), Cullen, H. E. (Supervisor) & Tournier, J.-D. (Supervisor), 1 Apr 2025Student thesis: Doctoral Thesis › Doctor of Philosophy
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