Call for shape

We are looking for more shapes for our MedShapeNet. If you want to contribute medical shapes, please get in contact with us! As reward for your efforts, we will include you as co-author in our next MedShapeNet paper!




MedShapeNet - A Large-scale Dataset of 3D Medical Shapes for Computer Vision

Prior to the deep learning era, the wide application of statistical shape model (SSM) in the medical domain is evidence that shapes are common in medical imaging. Inspired by the well-known ShapeNet and Princeton ModelNet in computer graphics (CG) and vision (CV), the goal of MedShapeNet is to promote the translation of methods developed in the context of CG/CV to clinical applications. MedShapeNet contains over 100,000 medical shapes, including bones, organs, vessels, muscles, etc., as well as surgical instruments.

note: the streamlit site is currently hosted on a free streamlit server, which often crashes due to high traffic. Kindly notify Gijs Luijten to reboot the server if this happens. You can also go to the Download page and use the default search function (CTRL+F) to locate the direct download link of the shapes. Save MedShapeNetDataset.txt and use wget --content-disposition --trust-server-names -i MedShapeNetDataset.txt to download the entire database.

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Project contacts

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Gijs Luijten

Project assistent, PhD student Institute for AI in Medicine, University Hospital Essen, Germany

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Jana Fragemann

Project assistent, PhD student Institute for AI in Medicine, University Hospital Essen, Germany

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Jianning Li

Former Postdoc
at Institute for AI in Medicine, University Hospital Essen, Germany

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Jens Kleesiek

Professor of Translational Image-guided Oncology
Institute for AI in Medicine, University Hospital Essen, Germany

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Jan Egger

Professor & Team Lead AI-guided Therapies AR/VR
Institute for AI in Medicine, University Hospital Essen, Germany

Contact

Contact: Gijs Luijten
Address: Institute for AI in Medicine, Giradet Straße 2
Postal Code: 45131, Essen, Germany

Job Openings!

PhD & Postdoc position