Joachim M. Buhmann

Professor of Computer Science (Information Science & Engineering)

ETH Zurich

Switzerland

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About

Professor Joachim M. Buhmann is a faculty member in the Department of Computer Science at ETH Zurich, Switzerland. His research focuses on information science and engineering, specifically in areas such as image registration, medical imaging, and deep learning applications in healthcare. His recent publications include studies on 3D heart shape reconstruction from echocardiography and uncertainty-aware synthesis for proton therapy planning.

Articles (6)

Year:

2025

Year:

2025

Year:

2024

Year:

2024

Year:

2023

Year:

2022

Collaborators (3)

Daniela Noain

SWITZERLAND

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Damien Charles Weber

SWITZERLAND

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David Tscholl

University Hospital of Zurich

SWITZERLAND

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Joachim M. Buhmann

Research Interests

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Articles (6)

Gaussian primitives for deformable image registration

2D echocardiography video to 3D heart shape reconstruction for clinical application

Uncertainty-aware MR-based CT synthesis for robust proton therapy planning of brain tumour

Predicting vital sign deviations during surgery from patient monitoring data: developing and validating single-stream deep learning models

Weakly supervised inference of personalized heart meshes based on echocardiography videos

Natural Age-Related Slow-Wave Sleep Alterations Onset Prematurely in the Tg2576 Mouse Model of Alzheimer’s Disease

Collaborators (3)

Daniela Noain

Damien Charles Weber

David Tscholl

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