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JointDiffusion: Joint representation learning for generative, predictive, and self-explainable AI in healthcare

Printed Journal article

Authors: Joanna Kaleta, Paweł Skierś, Jan Dubiński, Przemysław Korzeniowski, Tomasz Trzciński, Jakub M. Tomczak, Kamil Deja

Publication year: 2025

Link: https://www.sciencedirect.com/science/article/pii/S0895611125001284

Last update: 2025-12-08 16:22:40 UTC

Does publication describe new methods and techniques: Yes

Does publication describe application of the methodology: Yes

Are Polish medical researchers involved: No

Is peer reviewed?: Yes

Is this a co-publication with national and foreign partners?: No

Subsidy points: 100

Last update: 2026-01-08 12:41:23 UTC

Open Access: Green

Other: https://github.com/pskiers/Joint-Diffusion-in-Latent-Space/tree/med-ssl

Title: Computerized Medical Imaging and Graphics

Published by: Elsevier Ltd.

Impact factor: 4.9