| 9.00 am | Welcome
Prof. Luca Regli, Dr. Carlo Serra, MICN Lab, Neurosurgery University Hospital Zurich (CH) |
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Session I: Basics
Session Chair: Prof. Victor X.D. Yang (Toronto, ON, Canada)
Moderators: Victor Staartjes, Dr. Carlo Serra |
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| 9.10 am | Introduction to Supervised and Unsupervised Learning
Prof. Ingo Scholtes, Chair of Machine Learning for Complex Networks, University of Würzburg (DE), University of Zurich (CH) |
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| 9.40 am | Handling Neuroimaging Data for Machine Learning
Dr. Antonios Thanellas, Helsinki University Hospital (FI) |
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| 10.00 am | Unsupervised Pattern Discovery in Large-Scale Imaging Data
Dr. Julius Kernbach, RWTH Aachen University Hospital (DE) |
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| 10.20 am | Computational Fractal-Based Analysis and Radiomics of Brain Tumors
Prof. Antonio Di Ieva, Computational NeuroSurgery (CNS) Lab, Macquarie University (AU) |
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| 10.40 am | Machine Vision for Wildlife Surveillance in Namibia
Marc Ungeheuer, Wild Intelligence Lab; Christopher Rösel, RWTH Aachen University (DE); Dr. Friedrich Reinhardt, Kuzikus Reserve (NAM) |
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| 11.10 am | Keynote Session: Current Applications of Machine Vision
Prof. Tom Vercauteren, King’s College London (UK) |
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| 12.00 noon | Lunch Break |
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Session II: Machine Vision
Session Chair: Prof. Ender Konukoglu (Zurich, Switzerland)
Moderators: Dr. Carlo Serra, Victor Staartjes |
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| 1.00 pm | Autonomous Driving with Motorcycles
Dr. Simon Hecker, Aegis Rider (CH) |
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| 1.20 pm | Spoofing Attack Detection
Dr. Suman Saha, Computer Vision Lab (CVL), ETH Zurich (CH) |
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| 1.40 pm | Leveraging Federated Learning to Overcome the Challenges of Developing AI in Healthcare
Dr. Colin Compas, NVIDIA Corporation (USA) |
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| 2.00 pm | Keynote Session: History and Evolution of Machine Vision in Medical Imaging
Prof. Ron Kikinis, Harvard Medical School (USA) |
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| 2.50 pm | Lunch Break |
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Session III: Clinical Applications of Machine Learning
Session Chair: Prof. Luca Regli (Zurich, Switzerland)
Moderators: Dr. Carlo Serra |
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| 3.30 pm | Automated Intraoperative Anatomical Recognition
Victor Staartjes, MICN Laboratory, Neurosurgery, University Hospital Zurich (CH) |
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| 3.50 pm | Machine Learning in Pituitary Surgery
Prof. Gabriel Zada, University of Southern California (USA) |
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| 4.20 pm | Combining Machine Learning and Augmented Reality
Prof. Tristan van Doormaal, Neurosurgery
University Hospital Zurich (CH) |
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| 4.40 pm | Hyperspectral imaging and machine learning during tumor surgery
Dr. Gustav Burström, Clinical Neuroscience, Karolinska Institute (SE) |
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| 5.10 pm | Closing Remarks
Prof. Luca Regli, Dr. Carlo Serra, MICN Lab, Neurosurgery University Hospital Zurich (CH) |
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