[HTML][HTML] Machine learning and lean six sigma to assess how COVID-19 has changed the patient management of the complex operative unit of neurology and stroke …
G Improta, A Borrelli, M Triassi - International Journal of Environmental …, 2022 - mdpi.com
Background: In health, it is important to promote the effectiveness, efficiency and adequacy
of the services provided; these concepts become even more important in the era of the …
of the services provided; these concepts become even more important in the era of the …
[HTML][HTML] Multiparametric investigation of dynamics in fetal heart rate signals
AM Ponsiglione, F Amato, M Romano - Bioengineering, 2021 - mdpi.com
In the field of electronic fetal health monitoring, computerized analysis of fetal heart rate
(FHR) signals has emerged as a valid decision-support tool in the assessment of fetal …
(FHR) signals has emerged as a valid decision-support tool in the assessment of fetal …
[HTML][HTML] Machine learning and regression analysis to model the length of hospital stay in patients with femur fracture
Fractures of the femur are a frequent problem in elderly people, and it has been
demonstrated that treating them with a diagnostic–therapeutic–assistance path within 48 h …
demonstrated that treating them with a diagnostic–therapeutic–assistance path within 48 h …
[HTML][HTML] Accessing artificial intelligence for fetus health status using hybrid deep learning algorithm (AlexNet-SVM) on cardiotocographic data
Artificial intelligence is serving as an impetus in digital health, clinical support, and health
informatics for an informed patient's outcome. Previous studies only consider classification …
informatics for an informed patient's outcome. Previous studies only consider classification …
On designing a biosignal-based fetal state assessment system: A systematic mapping study
MG da Silva Neto, JP do Vale Madeiro… - Computer Methods and …, 2022 - Elsevier
Abstract Background and Objective The patterns present in biosignals, such as fetal heart
rate (FHR), are valuable indicators of fetal well-being. In designing biosignal analysis …
rate (FHR), are valuable indicators of fetal well-being. In designing biosignal analysis …
[HTML][HTML] predictive analysis of hospital stay after caesarean section: A single-center study
Caesarean section (CS) rate has seen a significant increase in recent years, especially in
industrialized countries. There are, in fact, several causes that justify a CS; however …
industrialized countries. There are, in fact, several causes that justify a CS; however …
[HTML][HTML] Computerised Cardiotocography Analysis for the Automated Detection of Fetal Compromise during Labour: A Review
The measurement and analysis of fetal heart rate (FHR) and uterine contraction (UC)
patterns, known as cardiotocography (CTG), is a key technology for detecting fetal …
patterns, known as cardiotocography (CTG), is a key technology for detecting fetal …
Using features extracted from upper limb reaching tasks to detect Parkinson's disease by means of machine learning models
While in the literature there is much interest in investigating lower limbs gait of patients
affected by neurological diseases, such as Parkinson's Disease (PD), fewer publications …
affected by neurological diseases, such as Parkinson's Disease (PD), fewer publications …
[HTML][HTML] Machine learning approaches with textural features to calculate breast density on mammography
Background: breast cancer (BC) is the world's most prevalent cancer in the female
population, with 2.3 million new cases diagnosed worldwide in 2020. The great efforts made …
population, with 2.3 million new cases diagnosed worldwide in 2020. The great efforts made …
[HTML][HTML] Implementation of Predictive Algorithms for the Study of the Endarterectomy LOS
TA Trunfio, A Borrelli, G Improta - Bioengineering, 2022 - mdpi.com
Background: In recent years, the length of hospital stay (LOS) following endarterectomy has
decreased significantly from 4 days to 1 day. LOS is influenced by several common …
decreased significantly from 4 days to 1 day. LOS is influenced by several common …