Dr. Tommaso Giannantonio Profile

Dr. Tommaso Giannantonio

at Carl Zeiss AG

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Author

Publications (3)

Proceedings Article | 27 November 2023 Poster + Paper

Robust tissue differentiation in head and neck cancer: ex-vivo study with hyperspectral imaging and convolutional neural networks

Mayar Lotfy, Xiaohan Zhang, Christoph Hauger, Tommaso Giannantonio, Anna Alperovich, Felix Holm, Nassir Navab, Felix Boehm, Carolin Schwamborn, Thomas Hoffmann, Patrick Schuler

Proceedings Volume 12770, 127703M (2023) https://doi.org/10.1117/12.3005006

KEYWORDS: Tumors, Biological samples, Hyperspectral imaging, Neck, Head, RGB color model

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Proceedings Article | 6 March 2023 Poster + Paper

Intra-operative brain tumor detection with deep learning-optimized hyperspectral imaging

Tommaso Giannantonio, Anna Alperovich, Piercosimo Semeraro, Manfredo Atzori, Xiaohan Zhang, Christoph Hauger, Alexander Freytag, Siri Luthman, Roeland Vandebriel, Murali Jayapala, Lien Solie, Steven de Vleeschouwer

Proceedings Volume 12373, 123730F (2023) https://doi.org/10.1117/12.2646999

KEYWORDS: Deep learning, Tumors, Surgery, Neural networks, Hyperspectral imaging, RGB color model, Tissues, Cameras, Brain, Real time optical diagnostics

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Proceedings Article | 6 March 2023 Presentation + Paper

Integrating hyperspectral imaging in an existing intra-operative environment for detection of intrinsic brain tumors

Roeland Vandebriel, Siri Luthman, Kathleen Vunckx, Murali Jayapala, Wouter Charle, Lien Solie, Steven De Vleeschouwer, Tommaso Giannantonio, Anna Alperovich, Xiaohan Zhang

Proceedings Volume 12368, 123680D (2023) https://doi.org/10.1117/12.2647690

KEYWORDS: Cameras, Microscopes, Data acquisition, Light sources and illumination, Imaging systems, Reflectivity, Surgery, Brain tissue, Brain, Resection

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