Transformer-based interpretable multi-modal data fusion for skin lesion classification

no code implementations • 3 Apr 2023 • Theodor Cheslerean-Boghiu, Melia-Evelina Fleischmann, Theresa Willem, Tobias Lasser

A lot of deep learning (DL) research these days is mainly focused on improving quantitative metrics regardless of other factors.

Decision Making Lesion Classification +1

WNet: A data-driven dual-domain denoising model for sparse-view computed tomography with a trainable reconstruction layer

no code implementations • 1 Jul 2022 • Theodor Cheslerean-Boghiu, Felix C. Hofmann, Manuel Schultheiß, Franz Pfeiffer, Daniela Pfeiffer, Tobias Lasser

We investigate the performance of the network on sparse-view chest CT scans, and we highlight the added benefit of having a trainable reconstruction layer over the more conventional fixed ones.

Decoder Denoising +1