Federico Pedersoli

Publication Activity (10 Years)

Years Active: 2020-2022
Publications (10 Years): 3

Top Topics

Backpropagation Algorithm

Disease Progression

Diagnostic Tests

Clinical Diagnosis

Top Venues

Nat. Mac. Intell.

Publications

Tianyu Han, Jakob Nikolas Kather, Federico Pedersoli, Markus Zimmermann, Sebastian Keil, Maximilian Schulze-Hagen, Marc Terwoelbeck, Peter Isfort, Christoph Haarburger, Fabian Kiessling, Christiane Kuhl, Volkmar Schulz, Sven Nebelung, Daniel Truhn
Image prediction of disease progression for osteoarthritis by style-based manifold extrapolation. Nat. Mac. Intell. 4 (11) (2022)
Tianyu Han, Jakob Nikolas Kather, Federico Pedersoli, Markus Zimmermann, Sebastian Keil, Maximilian Schulze-Hagen, Marc Terwoelbeck, Peter Isfort, Christoph Haarburger, Fabian Kiessling, Volkmar Schulz, Christiane Kuhl, Sven Nebelung, Daniel Truhn
Predicting Osteoarthritis Progression in Radiographs via Unsupervised Representation Learning. CoRR (2021)
Tianyu Han, Sven Nebelung, Federico Pedersoli, Markus Zimmermann, Maximilian Schulze-Hagen, Michael Ho, Christoph Haarburger, Fabian Kiessling, Christiane Kuhl, Volkmar Schulz, Daniel Truhn
Advancing diagnostic performance and clinical usability of neural networks via adversarial training and dual batch normalization. CoRR (2020)