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Research & Development

The interdisciplinary approach

 
ATREON is a spin off venture from University Hospital of Lausanne (CHUV) and continues its R&D in close contact with academia in the field of artificial intelligence and digital therapies.
Publications:
  • Maria Hügle, Gabriel Kalweit, Thomas Hügle and Joschka Boedecker. A Dynamic Deep Neural Network For Multimodal Clinical Data Analysis. AAAI 2020 Workshop on Health Intelligence. To appear in Studies in Computational Intelligence, Springer (2020).

  • Maria Hügle, Patrick Omoumi, Jaap van Laar, Joschka Boedecker and Thomas Hügle (2020). Applied Machine Learning and ArtificialIntelligence in Rheumatology. Rheumatology Advances in Practice (2020).

  • Maria Hügle, Joschka Boedecker and Thomas Hügle. Clinical Event-based Adaptive Deep Learning for the Prediction of Disease Progression in Rheumatoid Arthritis (Abstract and poster at Frontier of AI-Assisted Care Scientific Symposium, Stanford University, 2019).

  • Maria Hügle, Thomas Hügle et al. Personalized Prediction of Disease Activity in Patients with Rheumatoid Arthritis Using an Adaptive Deep Neural Network. Submitted for publication.
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