[Professor Boksha Vyacheslav Georgievich.].

September 14, 2024 was the 100th anniversary of the birth of a major scientist, specialist in the field of medical climatology, clinical physiology of respiration and circulation, Honored Scientist of the Ukrainian SSR, Doctor of Medical Sciences, Professor Vyacheslav Georgievich Boksha (14.09.1924-22.

Towards Hardware Supported Domain Generalization in DNN-based Edge Computing Devices for Health Monitoring.

Deep neural network (DNN) models have shown remarkable success in many real-world scenarios, such as object detection and classification. Unfortunately, these models are not yet widely adopted in health monitoring due to exceptionally high requirements for model robustness and deployment in highly resource-constrained devices. In particular, the acquisition of biosignals, such as electrocardiogram (ECG), is subject to large variations between training and deployment, necessitating domain generalization (DG) for robust classification quality across sensors and patients.

[Phenotypes of bronchial asthma during the health resort period and personalized programs of medical rehabilitation].

Introduction: Bronchial asthma (BA) is a relevant social and medical problem in our country and around the world. Currently, phenotypes of the disease are distinguished. One of the original decisions in phenotypes distinguishing is the use of cluster analysis.