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Auflistung nach Autor:in "V S Pakianathan, Pavithren"

1 - 2 von 2
  • Konferenzbeitrag
    Human Centered Approach for Designing Data Enabled Tools: Exploring the potential of patient generated data for CVD Prevention and Rehabilitation.
    (Mensch und Computer 2024 - Workshopband, 2024) V S Pakianathan, Pavithren
    The PhD thesis explores the integration of patient generated health data into healthcare systems. At a broader level, I explore challenges to integration of patient generated health data from the perspectives of Healthcare professionals and patients while engaging in shared decision making. This resulted in a 10 stage workflow model for integrating patient generated health data in healthcare settings. Next I focus on how patient generated health data can be integrated into clinical pathways involving physical activity planning of cardiovascular disease patients during cardiac rehabilitation. Preliminary findings emphasise the need to focus on HCP data and information needs to effectively integrate patient generated health data in clinical workflows. As a followup, I explore the use of generativeAI to support sensemaking of patient generated health data amongst patients and HCPs. Finally, I focus on the privacy preferences of patient generated health data by designing for dynamic consent while they share their data with HCPs or researchers.
  • Workshopbeitrag
    Towards AI Augmented Personalized Data Sensemaking
    (Mensch und Computer 2024 - Workshopband, 2024) V S Pakianathan, Pavithren; Fatehi, Alireza; Smeddinck, Jan
    Patient-generated health data has the potential to benefit health consultations; however, there are also challenges in implementing them into practice. A key challenge is to extract relevant data and allow for effective sensemaking to create actionability for both healthcare providers (HCPs) and patients. Based on a patient-journey model, we explore the use of generative AI to enable personalized data sensemaking to potentially improve shared decision-making between cardiovascular disease (CVD) patients and HCPs during the physical activity planning process in cardiovascular rehabilitation. We discuss open questions around interaction modalities, synchronicity, and patient-HCP social dynamics in the presence of conversational or agentic tools.