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Autonomous Surveillance of Infants' Needs Using CNN Model for Audio Cry Classification

Infants portray suggestive unique cries while sick, having belly pain, discomfort, tiredness, attention and desire for a change of diapers among other needs. There exists limited knowledge in accessing the infants’ needs as they only relay information through suggestive cries. Many teenagers tend to give birth at an early age, thereby exposing them to be the key monitors of their own babies. They tend not to have sufficient skills in monitoring the infant’s dire needs, more so during the ear...
Google Gpus Convolution Neural Networks Summary Of Research Gaps Convolutional Neural Network Model Training Reservoir Network Convolution Neural Network Deep Learning Model
Source: scirp.org

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Characterizing fall risk factors in Belgian older adults through machine learning: a data-driven approach | BMC Public Health

Falls are a major problem associated with ageing. Yet, fall-risk classification models identifying older adults at risk are lacking. Current screening tools show limited predictive validity to differentiate between a low- and high-risk of falling. This study aims at identifying risk factors associated with higher risk of falling by means of a quality-of-life questionnaire incorporating biological, behavioural, environmental and socio-economic factors. These insights can aid the development of a ...
Ethics Committee Belgian Ageing Studies Vrije Universiteit Brussel Random Forest

AI Aids in Parkinson's Diagnosis and Gait Change Detection

Artificial intelligence is being used by researchers at the Department of Physical Education’s Human Movement Laboratory (Movi-Lab) at São Paulo State University (UNESP) in Bauru, Brazil, to assist in the diagnosis and prediction of the progression of Parkinson's disease.
Tiago Penedo Universidade Estadual Paulista Ativa Parkinson Fabio Augusto Barbieri Skyla Baily School Of Engineering

"Banking stability and shadow banking" by José Alejandro Fernández Fernández

This paper analyses commercial banking and shadow banking, with the intention of understanding different channels of instability that can occur through both types of banking for the United States. The work is pioneering a comprehensive vision of shadow banking and its interrelation with commercial banking. The results of the work are designed to encourage reflection on possible mediums to promote the stability of shadow banking, through new risk indicators. Finally, these indicators are tested u...
United States Shadow Banking Bank Stability Anonical Analysis Random Forest
Source: uow.edu.au

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