Development of deep neural network (DNN), optimization/learning procedures and neural architecture search procedures; Development and integration of DNN in clinical service implementation; Collaboration with an interdisciplinary DeepInMotion team of researchers in the fields of computer science, movement science, and clinical science; Undertaking the necessary courses (30 ECTS) as part of the PhD programme; Submitting an application for admission and a research plan no later than 3 months after the employment; Conducting high quality research and report progress on a regular basis and in agreement with the supervisors
5 years of higher education (BSC and MSC) or education equal to (300 ECTS); Knowledge about development of clinical feasible AI systems within medical technology; Knowledge about interaction between AI systems and clinicians/health care personnel; Deep understanding of at least one of the following areas within AI: Explainable AI; Neural architectural search (NAS) and AutoML for deep neural networks; Graph convolutional neural nets (GCN); Generative adversarial network (GAN)
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