Leonardo Ayala

Robust deep learning-based semantic organ segmentation in hyperspectral images

Silvia Seidlitz, Jan Sellner, Jan Odenthal et al. · Medical Image Analysis · 2022 · 86 citations · Full text

Computing, Computer Science, Surgery +16

Spectral organ fingerprints for machine learning-based intraoperative tissue classification with hyperspectral imaging in a porcine model

Alexander Studier‐Fischer, Silvia Seidlitz, Jan Sellner et al. · Scientific Reports · 2022 · 50 citations · Full text

Computing, Biomedical Engineering, Surgery +17

HeiPorSPECTRAL - the Heidelberg Porcine HyperSPECTRAL Imaging Dataset of 20 Physiological Organs

Alexander Studier‐Fischer, Silvia Seidlitz, Jan Sellner et al. · Scientific Data · 2023 · 41 citations · Full text

Engineering, Biomedical Engineering, Biomedical Imaging +10

Spectral imaging enables contrast agent–free real-time ischemia monitoring in laparoscopic surgery

Leonardo Ayala, Tim Adler, Silvia Seidlitz et al. · Science Advances · 2023 · 38 citations · Full text

Engineering, Biomedical Engineering, Surgery +17

Uncertainty-aware performance assessment of optical imaging modalities with invertible neural networks

Tim Adler, Lynton Ardizzone, Anant Vemuri et al. · International Journal of Computer Assisted Radiology and Surgery · 2019 · 30 citations · Full text

Computing, Biomedical Engineering, Computational Engineering +14