Matthias Seibold
Deputy Head at Research In Orthopedic Computer Science
Zurich, Zurich, Switzerland
Summary
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Senior🎓
Top SchoolMatthias Seibold is a senior researcher and Deputy Head at ROCS, Balgrist University Hospital in Zurich, with eight years of experience applying deep learning, acoustic sensing, computer vision and medical augmented reality to surgical problems. He leads and supervises interdisciplinary projects—currently spearheading an SNF Spark initiative on sound source localization for 3D mapping of surgical actions and supervising an Innosuisse project on data-driven proficiency-based surgical training. Trained as an engineer with a Doctor of Science in Computer Science from TUM, he blends rigorous academic methods with practical systems work, from algorithm prototyping to clinical translation. Matthias’s niche expertise in surgical sonification and highly dynamic acoustic scene analysis distinguishes his profile and enables novel machine-understanding paradigms in the OR.
8 years of coding experience
4 years of employment as a software developer
Doctor of Science, Computer Science, Doctor of Science, Computer Science at Technical University of MunichMaster of Science (M.Sc.), Mechanical Engineering, Master of Science (M.Sc.), Mechanical Engineering at Technische Universität MünchenErasmus+, Erasmus+ at Universidad del País Vasco/Euskal Herriko Unibertsitatea
German, English, Spanish
Github Skills (21)
python9
machine-learning9
tensorflow9
deep-learning9
deep-neural-networks8
ml8
neural-network8
onset-detection8
mir7
pitch-tracking7
music-information-retrieval6
music5
mfcc5
fft5
audio5
Programming languages (2)
Github contributions (5)
matthiasseibold/Monocular-Human-Pose-Estimation-Unity-Barracuda
Mar 2022 - Mar 2022
Contributions:36 commits, 28 pushes, 1 branch in 4 days
matthiasseibold/ThreeDPoseUnityBarracuda
Mar 2022 - May 2022
Unity sample of 3D pose estimation using Barracuda
Contributions:11 pushes in 1 month
3dpose-estimation
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