3 days ago
Full-time
Junior
Mid Level
#designthinking#digital#ausbildung
Doctoral Students (Ph.D.) / Postdoctoral Researchers (m/f/d) in Digital Health
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Intro
The Digital Health Center of the HPI is seeking highly-motivated individuals with proven track records of excellence, who aspire to create next-generation healthcare solutions embracing person-centric ubiquitous computing technologies.
Tasks
- Design, implement and evaluate pervasive computing technologies to support health and wellness in everyday life
- Gather naturalistic real-life sensor data from large populations
- Utilize large-scale available Internet-of-Health-Things (IoHT)
- Capture variability in daily life by context aware data processing
- Develop machine learning methods that detect and predict health outcomes from real-life data
- Provide evidence on the effectiveness of persuasive recommenders by introducing objective measurement of behavior changes in randomized controlled trials
- Extend electronic health records with observations from daily life
- Develop AI driven clinical decision support methods that use indicators of individual’s lifestyle and response to treatment
- Enhance trust with advanced methods for data protection and data sovereignty
Requirements
- Master or PhD degrees in computer/data science, physics, mathematics, or equivalent degrees in medicine and advanced health sciences
- Experience in data mining, computational statistics or machine learning
- Excellent skills in high-level programming languages
- Self-reliance, goal-oriented creativity, dedication, team spirit and excellent English language skills
3 days ago
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