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Predictive Modeling of Mental Illness Onset Using Wearable Devices and Medical Examination Data: Machine Learning Approach [PDF]

Frontiers in Digital Health, 2022
The prevention and treatment of mental illness is a serious social issue. Prediction and intervention, however, have been difficult because of lack of objective biomarkers for mental illness. The objective of this study was to use biometric data acquired
Tomoki Saito, Hikaru Suzuki, Akifumi Kishi   +2 more
doaj   +2 more sources

Quality analysis of a combined domestic vaccine for the prevention of measles, rubella and mumps

Вопросы вирусологии, 2022
Introduction. The need to maintain a high level of vaccination coverage against measles, rubella and mumps in conditions of an increased risk of outbreaks of infections due to violations of vaccination tactics associated with the pandemic of coronavirus ...
Anna S. Binyatova, Tatyana N. Unasova, Tatyana N. Iliasova, Karine А. Sarkisyan, Olga V. Fadeikina, Artashes A. Movsesyants   +5 more
doaj   +1 more source

Comparison of obesity-related indices for identifying nonalcoholic fatty liver disease: a population-based cross-sectional study in China

Lipids in Health and Disease, 2021
Background The relationship between nonalcoholic fatty liver disease (NAFLD) and obesity-related indices has been analyzed separately thus far, and evidence comparing these indices together is still lacking, especially in China.
Fangfei Xie, Yuyu Pei, Quan Zhou, Deli Cao, Yun Wang   +4 more
doaj   +1 more source

Current status and factors of periodontal disease among Japanese high school students: a cross-sectional study

BDJ Open, 2023
Introduction This study aimed to investigate the prevalence of periodontal disease and the factors of the disease among high school students. Method The participants were all students aged 15–18 years (n = 1202) at a high school in Japan.
Satoru Haresaku, Akiko Chishaki, Junko Hatakeyama, Yasunori Yoshinaga, Junko Yoshizumi, Mito Yamamoto, Etsuko Matsuzaki, Ippei Hamanaka, Takashi TsutsumI, Yusuke Taniguchi, Kimiko Ohgi, Masahiro Yoneda   +11 more
doaj   +1 more source

Main Models of Medical and Psychological Work for Preven-tion of Repeated Drunk Driving (International Experience) [PDF]

Психология и право, 2022
The article analyses foreign scientific data and looks into the medical and psychological aspect of modern system of prevention of recurring crimes arising from drunk driving.
Inessa A. Bedina, Alexander A. Burtsev, Tatyana V. Kochetova   +2 more
doaj   +1 more source

Applying a video recording, video-based rating method in OSCEs

Medical Education Online, 2023
Introduction Objective structured clinical examination (OSCE) results could be affected by low homogeneity of examiners, non-retrospectiveness of test results, and examiner-cohort effect.
Yu Fu, Wenjuan Zhang, Saiyi Zhang, Dong Hua, Di Xu, Hua Huang   +5 more
doaj   +1 more source

Elevated blood urea nitrogen-to-creatinine ratio increased the risk of Coronary Artery Disease in patients living with type 2 diabetes mellitus

BMC Endocrine Disorders, 2022
Background High Blood Urea Nitrogen (BUN) and high Serum Creatinine (SCr) levels are risk factors for Coronary Artery Disease (CAD). However, the relationship between the Blood Urea Nitrogen to Creatinine (BUN/SCr) ratio (UCR) and the risk of CAD in ...
Feng Liu, Guanhui Ma, Chao Tong, Shan Zhang, Xinghua Yang, Cong Xu, Weihao Yang, Guobao Xia, Mingliang Li   +8 more
doaj   +1 more source

Study of the attitude and participation of the population in the preventive and screening examinations and implementation of these examinations in the health care system

Лечащий Врач, 2022
The purpose of this medical and social research is to study the knowledge, attitude and participation of the population in the preventive and screening examinations and to analyze the real practice and results of the programе of preventive examinations ...
V. F. Levshin, N. I. Slepchenko, N. I. Ryzhova, L. A. Sаvluchinskaya, L. G. Solenova   +4 more
doaj   +1 more source

Providing primary care to military personnel: legal regulation and areas of concern

Кардиоваскулярная терапия и профилактика, 2023
Aim. In the Russian Federation, various types of care (primary care; specialized, including high-tech, care; ambulance, including specialized emergency care; palliative care) in different conditions (outpatient, day hospital and inpatient) and forms ...
P. Yu. Naumov, R. N. Shepel, I. V. Kholikov   +2 more
doaj   +1 more source

A study on the enzymatic properties and reuse of cellulase immobilized with carbon nanotubes and sodium alginate

AMB Express, 2019
Cellulase has many potential applications in ethanol production, extraction of medicinal ingredients, food, brewing, oil exploration, environmental protection.
Li-Juan Li, Wen-Jing Xia, Gui-Ping Ma, Yue-Lin Chen, Yue-Yu Ma   +4 more
doaj   +1 more source