[HTML][HTML] Exploring the State of Machine Learning and Deep Learning in Medicine: A Survey of the Italian Research Community

A Bottrighi, M Pennisi - Information, 2023 - mdpi.com
Artificial intelligence (AI) is becoming increasingly important, especially in the medical field.
While AI has been used in medicine for some time, its growth in the last decade is …

[HTML][HTML] The simplification of the insomnia severity index and epworth sleepiness scale using machine learning models

W Lee, H Kim, J Shim, D Kim, J Hyeon, E Joo… - Scientific Reports, 2023 - nature.com
Insomnia and excessive daytime sleepiness (EDS) are the most common complaints in
sleep clinics, and the cost of healthcare services associated with them have also increased …

[HTML][HTML] Which socio-demographic characteristics impact on the fatigue conditions in nurses: an Italian investigatory study

E Vitale, R Lupo, A Lezzi, G Artioli… - Acta Bio Medica …, 2023 - ncbi.nlm.nih.gov
Methods: From May 2020 to September 2021 a cross sectional, multicenter study was
conducted among Italian nursing professional orders. An on-line ad hoc questionnaire was …

Machine Learning (ML) Models to Enhance the Berlin Questionnaire (BQ) Detection of Obstructive Sleep Apnea (OSA) at-Risk Patients

L Conte, G De Nunzio, F Giombi, R Lupo, C Arigliani… - 2024 - preprints.org
Objective: With just ten questions, the Berlin questionnaire (BQ) stands out as one of the
simplest and most widely implemented non-invasive screening tools for detecting subjects at …

Obstructive Sleep Apnea: Respiratory Complications–A Review Article

AE Rahman, A El-Saied, HM Hashim… - The Egyptian Journal …, 2022 - journals.ekb.eg
Background: It's not uncommon for people to suffer obstructive sleep apnea syndrome
(OSAS); 2%-25% of the general population are affected. However, OSAS is common in …

[HTML][HTML] Usefulness of the Berlin Questionnaire for Screening Patients With Obstructive Sleep Apnea

H Yang, SH Yoo - Journal of Sleep Medicine, 2022 - e-jsm.org
Objectives This study aimed to evaluate the usefulness of the Berlin questionnaire (BQ) as a
screening tool for obstructive sleep apnea (OSA) in a sleep clinic. Methods We used a …