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Abstract
The “doctor in the loop” is a new paradigm in information-driven medicine, picturing the doctor as authority inside a loop supplying an expert system with information on actual patients, treatment results, and possible additional (side-)effects, including general information in order to enhance data-driven medical science, as well as giving back treatment advice to the doctor himself. While this approach can be very beneficial for new medical approaches like P4 medicine (personal, predictive, preventive, and participatory), it also relies heavily on the authenticity of the data and thus increases the need for secure and reliable databases. In this paper, we propose a solution in order to protect the doctor in the loop against responsibility derived from manipulated data, thus enabling this new paradigm to gain acceptance in the medical community
Originalsprache | englisch |
---|---|
Seiten (von - bis) | 269-279 |
Fachzeitschrift | Brain Informatics |
Jahrgang | 3 |
Ausgabenummer | 4 |
DOIs | |
Publikationsstatus | Veröffentlicht - 15 Nov. 2016 |
ASJC Scopus subject areas
- Information systems
Fields of Expertise
- Information, Communication & Computing
Treatment code (Nähere Zuordnung)
- Basic - Fundamental (Grundlagenforschung)
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WU Executive Academy
Holzinger, A. (Gast)
20 Sept. 2016 → 23 Sept. 2016Aktivität: Besuch einer externen akademischen Einrichtung › Lehrtätigkeit an einer externen Einrichtung
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Privacy Aware Machine Learning (PAML)
Holzinger, A. (Organisator/-in)
1 Sept. 2016Aktivität: Teilnahme an / Organisation von › Konferenz oder Fachtagung (Teilnahme an/Organisation von)