TY  - CPAPER
U1  - Konferenzveröffentlichung
A1  - Serrano Alarcón, Ángel
A1  - Martínez Madrid, Natividad
A1  - Seepold, Ralf
A1  - Ortega, Juan Antonio
ED  - Conti, Massimo
ED  - Orcioni, Simone
T1  - The role of digital twins in personalized sleep medicine
T2  - Social innovation in long-term care through digitalization : proceedings of the German-Italian Workshop LTC-2021, Ancona, Italy, 2-4 November 2021 (Lecture notes in bioengineering)
N2  - The digital twin concept has been widely known for asset monitoring in the industry for a long time. A clear example is the automotive industry. Recently, there has also been significant interest in the application of digital twins in healthcare, especially in genomics in what is known as precision medicine. This work focuses on another medical speciality where digital twins can be applied, sleep medicine. However, there is still great controversy about the fundamentals that constitute digital twins, such as what this concept is based on and how it can be included in healthcare effectively and sustainably. This article reviews digital twins and their role so far in what is known as personalized medicine. In addition, a series of steps will be exposed for a possible implementation of a digital twin for a patient suffering from sleep disorders. For this, artificial intelligence techniques, clinical data management, and possible solutions for explaining the results derived from artificial intelligence models will be addressed.
KW  - digital twin
KW  - personalized medicine
KW  - precision medicine
Y1  - 2022
SN  - 978-3-031-16854-3
SB  - 978-3-031-16854-3
SN  - 978-3-031-16855-0
SB  - 978-3-031-16855-0
U6  - https://doi.org/10.1007/978-3-031-16855-0_8
DO  - https://doi.org/10.1007/978-3-031-16855-0_8
SP  - 71
EP  - 79
S1  - 9
PB  - Springer
CY  - Cham
ER  -