Abstract: Multispectral Imaging Enables Visualization of Spreading Depolarizations in Gyrencephalic Brain. - Leonardo Ayala; Sebastian J. Wirkert; Mildred A. Herrera; Adrián Hernández-Aguilera; Anant Suraj Vemuri; Edgar Santos; Lena Maier-Hein (Bildverarbeitung für die Medizin, 2019)

Out of Distribution Detection for Intra-operative Functional Imaging. - Tim J. Adler; Leonardo Ayala; Lynton Ardizzone; Hannes Kenngott; Anant Suraj Vemuri; Beat P. Müller-Stich; Carsten Rother; Ullrich Köthe; Lena Maier-Hein (UNSURE/CLIP@MICCAI, 2019)

Live Monitoring of Haemodynamic Changes with Multispectral Image Analysis. - Leonardo A. Ayala; Sebastian J. Wirkert; Janek Gröhl; Mildred A. Herrera; Adrián Hernández-Aguilera; Anant Suraj Vemuri; Edgar Santos; Lena Maier-Hein (OR/MLCN@MICCAI, 2019)

Uncertainty-aware performance assessment of optical imaging modalities with invertible neural networks. - Tim J. Adler; Lynton Ardizzone; Anant Suraj Vemuri; Leonardo Ayala; Janek Gröhl; Thomas Kirchner; Sebastian J. Wirkert; Jakob Kruse; Carsten Rother; Ullrich Köthe; Lena Maier-Hein (Int. J. Comput. Assist. Radiol. Surg., 2019)

Light source calibration for multispectral imaging in surgery. - Leonardo Ayala; Silvia Seidlitz; Anant Vemuri; Sebastian J. Wirkert; Thomas Kirchner; Tim J. Adler; Christina Engels; Dogu Teber; Lena Maier-Hein (Int. J. Comput. Assist. Radiol. Surg., 2020)

Video-rate multispectral imaging in laparoscopic surgery: First-in-human application. - Leonardo Ayala; Sebastian J. Wirkert; Anant Vemuri; Tim Adler; Silvia Seidlitz; Sebastian Pirmann; Christina Engels; Dogu Teber; Lena Maier-Hein (CoRR, 2021)

Machine learning-based analysis of hyperspectral images for automated sepsis diagnosis. - Maximilian Dietrich; Silvia Seidlitz; Nicholas Schreck; Manuel Wiesenfarth; Patrick Godau; Minu Tizabi; Jan Sellner; Sebastian Marx; Samuel Knödler; Michael M. Allers; Leonardo Ayala; Karsten Schmidt 007; et al. (CoRR, 2021)

C-arm positioning for standard projections during spinal implant placement. - Lisa Kausch; Sarina Thomas; Holger Kunze; Tobias Norajitra; André Klein; Leonardo Ayala; Jan Siad El Barbari; Eric Mandelka; Maxim Privalov; Sven Yves Vetter; Andreas H. Mahnken; Lena Maier-Hein; et al. (Medical Image Anal., 2022)

Robust deep learning-based semantic organ segmentation in hyperspectral images. - Silvia Seidlitz; Jan Sellner; Jan Odenthal; Berkin Özdemir; Alexander Studier-Fischer; Samuel Knödler; Leonardo Ayala; Tim J. Adler; Hannes Götz Kenngott; Minu Tizabi; Martin Wagner 001; Felix Nickel; et al. (Medical Image Anal., 2022)

Abstract: C-arm Positioning for Standard Projections During Spinal Implant Placement. - Lisa Kausch; Sarina Thomas; Holger Kunze; Tobias Norajitra; André Klein; Leonardo Ayala; Jan Siad El Barbari; Maxim Privalov; Sven Yves Vetter; Andreas H. Mahnken; Lena Maier-Hein; Klaus H. Maier-Hein (Bildverarbeitung für die Medizin, 2023)

Unsupervised Domain Transfer with Conditional Invertible Neural Networks. - Kris K. Dreher; Leonardo Ayala; Melanie Schellenberg; Marco Hübner; Jan-Hinrich Nölke; Tim J. Adler; Silvia Seidlitz; Jan Sellner; Alexander Studier-Fischer; Janek Gröhl; Felix Nickel; Ullrich Köthe; et al. (MICCAI (1), 2023)

Translational functional imaging in surgery enabled by deep learning - Leonardo Ayala (2023)

Spectral imaging enables contrast agent-free real-time ischemia monitoring in laparoscopic surgery. - Leonardo Ayala; Tim Adler; Silvia Seidlitz; Sebastian J. Wirkert; Alexander Seitel; Jan Sellner; Anant Vemuri; Manuel Wiesenfarth; Nicholas Schreck; Sebastian Pirmann; Annette Kopp-Schneider; Lena Maier-Hein (Zenodo, 2023)

Deep Intra-operative Illumination Calibration of Hyperspectral Cameras. - Alexander Baumann; Leonardo Ayala; Alexander Studier-Fischer; Jan Sellner; Berkin Özdemir; Karl-Friedrich Kowalewski; Slobodan Ilic; Silvia Seidlitz; Lena Maier-Hein (MICCAI (6), 2024)

Test-time augmentation with synthetic data addresses distribution shifts in spectral imaging. - Ahmad Bin Qasim; Alessandro Motta; Alexander Studier-Fischer; Jan Sellner; Leonardo Ayala; Marco Hübner; Marc Bressan; Berkin Özdemir; Karl-Friedrich Kowalewski; Felix Nickel; Silvia Seidlitz; Lena Maier-Hein (Int. J. Comput. Assist. Radiol. Surg., 2024)

IMSY-DKFZ/mcmlgpu: v0.0.4. - Leonardo Ayala; Lena Maier-Hein (Zenodo, 2024)

IMSY-DKFZ/xilens: v0.2.0. - Leonardo Ayala; Sebastian J. Wirkert; Anant Vemuri; Lena Maier-Hein (Zenodo, 2024)

CARL: Camera-Agnostic Representation Learning for Spectral Image Analysis. - Alexander Baumann; Leonardo Ayala; Silvia Seidlitz; Jan Sellner; Alexander Studier-Fischer; Berkin Özdemir; Lena Maier-Hein; Slobodan Ilic (CoRR, 2025)

Semantic hyperspectral image synthesis for cross-modality knowledge transfer in surgical data science. - Viet Tran Ba; Marco Hübner; Ahmad Bin Qasim; Maike Rees; Jan Sellner; Silvia Seidlitz; Evangelia Christodoulou; Berkin Özdemir; Alexander Studier-Fischer; Felix Nickel; Leonardo Ayala; Lena Maier-Hein (Int. J. Comput. Assist. Radiol. Surg., 2025)