Simon Mueller

*Traversing the path of brownian motion since 1995*

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University Hospital Bonn

Dept. of Ophthalmology

Bonn, Germany

I finished my Master in Computer Science with a focus on Life Science Informatics and Computer Vision in Bonn and am now completing my studies in Human Medicine at Maastricht University.

My current goal is to research medical applications in diagnosis, prognosis and treatments for recent advances in image and video analysis. Currently, I support the Working Group Wintergerst as a PhD student with smartphone-assisted Diabetic Retinopathy detection and Small Incision Cataract Surgery (SICS) analysis. The topic of my PhD is: “Learning what is relevant: Attention-based analysis of high-resolution ophthalmic images and videos”.

Previously, I have worked in various projects for IBM Germany, Fraunhofer Institutes and the German Aerospace Center (DLR) as a software engineer. In the past I also worked as tutor for software engineering, programming in various languages, machine learning and computer visualizations.

Feel free to reach out to me with questions.

selected publications

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    Phase recognition in manual Small-Incision cataract surgery with MS-TCN++ on the novel SICS-105 dataset
    Simon Mueller , Bhuvan Sachdeva , Singri Niharika Prasad , and 7 more authors
    Scientific Reports, May 2025
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    Artificial Intelligence in Cataract Surgery: A Systematic Review
    Simon Müller, Mohit Jain , Bhuvan Sachdeva , and 6 more authors
    Translational Vision Science & Technology, Apr 2024
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    Multiple instance learning detects peripheral arterial disease from high-resolution color fundus photography
    Simon Mueller , Maximilian WM Wintergerst , Peyman Falahat , and 5 more authors
    Scientific Reports, Apr 2022
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    Automated detection of diabetic retinopathy from smartphone fundus videos
    Simon Mueller , Snezhana Karpova , Maximilian WM Wintergerst , and 4 more authors
    In Ophthalmic Medical Image Analysis: 7th International Workshop, OMIA 2020, Held in Conjunction with MICCAI 2020, Lima, Peru, October 8, 2020, Proceedings 7 , Apr 2020
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