Mattias Wilms

17PUBLICATIONS
191CO-AUTHORS
Deep learningArtificial life and complex adaptive systemsGene expression (incl. microarray and other genome-wide approaches)Sensory processes, perception and performanceEpidemiological methods
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Publications (17)

|May 22, 2026
RetCond: A Conditional Diffusion Model for Self-Explanatory Multi-Class Fundus Image Classification.

|Dec 19, 2025
Connecting algorithmic fairness and fair outcomes in a sociotechnical simulation case study of AI-assisted healthcare.

Emma A M Stanley, Roger Y Tsang, Haley Gillett

|Jul 31, 2025
A Novel Foundation Model-Based Framework for Multimodal Retinal Age Prediction.

Christopher Nielsen, Matthias Wilms, Nils D Forkert

|Jul 08, 2025
Towards fair decentralized benchmarking of healthcare AI algorithms with the Federated Tumor Segmentation (FeTS) challenge.

Maximilian Zenk, Ujjwal Baid, Sarthak Pati

|Jun 09, 2025
Brain Aging in Patients With Cardiovascular Disease From the UK Biobank.

Elizabeth Mcavoy, Emma A M Stanley, Anthony J Winder

|Feb 24, 2025
Identifying Patient-Reported Care Experiences in Free-Text Survey Comments: Topic Modeling Study.

Brian Steele, Paul Fairie, Kyle Kemp

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Frequent Collaborators

13 joint publications

Nils D Forkert

4 joint publications

Emma A M Stanley

3 joint publications

Kimberly Amador

3 joint publications

Pauline Mouches