Personal profile
Expertise related to UN Sustainable Development Goals
In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. This person’s work contributes towards the following SDG(s):
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SDG 3 Good Health and Well-being -
SDG 8 Decent Work and Economic Growth -
SDG 12 Responsible Consumption and Production
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Dive into the research topics where Julia Schnabel is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
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Collaborations and top research areas from the last five years
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Fréchet radiomic distance (FRD): A versatile metric for comparing medical imaging datasets
Konz, N., Osuala, R., Verma, P., Chen, Y., Gu, H., Dong, H., Chen, Y., Marshall, A., Garrucho, L., Kushibar, K., Lang, D. M., Kim, G. S., Grimm, L. J., Lewin, J. M., Duncan, J. S., Schnabel, J. A., Diaz, O., Lekadir, K. & Mazurowski, M. A., May 2026, In: Medical Image Analysis. 110, 103943.Research output: Contribution to journal › Article › peer-review
Open Access1 Scopus citations -
From model based to learned regularization in medical image registration: A comprehensive review
Reithmeir, A., Spieker, V., Sideri-Lampretsa, V., Rueckert, D., Schnabel, J. A. & Zimmer, V. A., Feb 2026, In: Medical Image Analysis. 108, 103854.Research output: Contribution to journal › Article › peer-review
Open Access1 Scopus citations -
Fusing data from CT deep learning, CT radiomics and peripheral blood immune profiles to diagnose lung cancer in a cohort of patients experiencing symptoms
Mustapha, R., Ganeshan, B., Ellis, S., Dolcetti, L., Tharmakulasingam, M., DeSouza, K., Jiang, X., Savage, C., Lim, S., Chan, E., Thornton, A., Hoy, L., Endozo, R., Shortman, R., Walls, D., Chen, S. H., Rowley, M., Coolen, A. C. C., Groves, A. M. & Schnabel, J. A. & 3 others, , Mar 2026, In: eBioMedicine. 125, 106173.Research output: Contribution to journal › Article › peer-review
Open Access -
GEMCONT: Genetics-based Multimodal Contrastive Learning Enhances Phenotypic embeddings and Boosts Genetic Discovery
Sens, D., Shilova, L., Dalca, A. V., Schnabel, J. A. & Casale, F. P., 2026, In: Proceedings of Machine Learning Research. 315, p. 3443-3463 21 p.Research output: Contribution to journal › Conference article › peer-review
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Influence of Classification Task and Distribution Shift Type on OOD Detection in Fetal Ultrasound
Wong, C. K., Christensen, A. N., Bercea, C. I., Schnabel, J. A., Tolsgaard, M. G. & Feragen, A., 2026, Medical Image Computing and Computer Assisted Intervention, MICCAI 2025 - 28th International Conference, Proceedings. Gee, J. C., Hong, J., Sudre, C. H., Golland, P., Alexander, D. C., Iglesias, J. E., Venkataraman, A. & Kim, J. H. (eds.). Springer Science and Business Media Deutschland GmbH, p. 293-303 11 p. (Lecture Notes in Computer Science; vol. 15966 LNCS).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
1 Scopus citations