TY - JOUR

T1 - Artificial intelligence use for early signs of illness detection in the elderly age

AU - Щеголева, Надежда Львовна

AU - Богданов, Александр Владимирович

AU - Залуцкая, Н.М.

AU - Екимов, Александр Валерьевич

N1 - Conference code: 10

PY - 2024

Y1 - 2024

N2 - Joint processing of six types of indirect diagnostics of patients would allow us to determine biomarkers, which are associated with Alzheimer's disease, which is a classic task of “Big Data" processing. To obtain valid results, all fields must be completed to perform statistical analysis to avoid misdiagnosis. But medical history data refer to personal data, and information on such diseases can be very sensitive, so their processing should be as closed as possible for external actors and carried out in an isolated protected environment.

AB - Joint processing of six types of indirect diagnostics of patients would allow us to determine biomarkers, which are associated with Alzheimer's disease, which is a classic task of “Big Data" processing. To obtain valid results, all fields must be completed to perform statistical analysis to avoid misdiagnosis. But medical history data refer to personal data, and information on such diseases can be very sensitive, so their processing should be as closed as possible for external actors and carried out in an isolated protected environment.

U2 - 10.1134/S1063779624030201

DO - 10.1134/S1063779624030201

M3 - Conference article

VL - 55

SP - 560

EP - 562

JO - Physics of Particles and Nuclei

JF - Physics of Particles and Nuclei

SN - 1063-7796

IS - 3

Y2 - 3 July 2023 through 7 July 2023

ER -