Publications by authors named "Konrad Kluwak"
Article Synopsis
- The rising population of older adults is leading to a higher incidence of Alzheimer's disease (AD) and its precursor, mild cognitive impairment (MCI), highlighting the need for early diagnosis.
- An intelligent computing system utilizing a hybrid neural architecture called MyGNG was developed to classify patients into MCI, AD, and cognitively normal categories, based on data from the Alzheimer’s disease neuroimaging initiative.
- The results showed MyGNG's effectiveness, with high sensitivity and area under the curve scores, outperforming traditional machine learning models and suggesting its potential for improving early AD diagnosis.
Many health professionals do not use correct person transfer techniques in their daily practice. This results in damage to the paraspinal musculature over time, resulting in lower back pain and injuries. In this work, we propose an approach for the accurate multimodal measurement of people lifting and related motion patterns for ergonomic education regarding the application of correct patient transfer techniques.
View Article and Find Full Text PDF