Evaluation of Machine Learning Algorithms for Classification of Visual Stimulation-Induced EEG Signals in 2D and 3D VR Videos by Mingliang Zuo, Xiaoyu Chen, Li Sui

“…Among the machine learning algorithms, the Random Forest classifier achieved the highest accuracy at 95.02%, followed by KNN with 93.16% and SVM with 91.39%. The combination of CSP features with RF, KNN, and SVM consistently showed superior performance compared to other feature-algorithm combinations, underscoring the effectiveness of CSP and these algorithms in distinguishing EEG responses to different VR experiences. …”
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Investigating the preventive effects of pulsed electromagnetic fields on glucocorticoid-induced osteoporosis in rats by Shuai Ding, Guangquan Zhang, Yanzheng Gao, Zhiqiang Hou, Fuqiang Shao

“…A total of seventy-two adult male Wistar rats composed the experimental group and were subsequently assigned to three groups for treatment. (1) On the first day (day 0), 24 rats in the PEMF group were intravenously injected with lipopolysaccharide (LPS) at a concentration of 10 μg/kg. This was followed by intramuscular injections of methylprednisolone acetate (MPSL) at a dose of 20 mg/kg for the subsequent three days (days 1–3). …”
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Psychosocial determinants of adherence to public health and social measures (PHSMs) in 18 African Union Member States during the early phase of the COVID-19 pandemic: results of a... by Andrew Johnson, Amanda McClelland, Nandita Murukutla, Akhona Tshangela, Ashish K Gupta, Meena Maharjan, Cecilia Fabrizio, Emily W Myers, Virginia Nkwanzi, Colby A Wilkason, Natalie Lacey, Benjamin Djoudalbaye

“…Objective The objective of this study was to gain a better understanding of the psychosocial and sociodemographic factors that affected adherence to COVID-19 public health and social measures (PHSMs), and to identify the factors that most strongly related to whether citizens followed public health guidance.Design Cross-sectional study.Setting and participants Nationally representative telephone surveys were conducted from 4–17 August 2020 in 18 African Union Member States. …”
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Prognosis of nodal micrometastasis in resectable pN0 non-small cell lung cancer by Sophon Siwachat, Sophon Siwachat, Sophon Siwachat, Apichat Tantraworasin, Apichat Tantraworasin, Apichat Tantraworasin, Nirush Lertprasertsuke, Somcharoen Saeteng, Somcharoen Saeteng

“…Among pN0 patients, nodal micrometastasis was found in 21 cases (21.43%), distributed as follows: 2 (2.04%) in hilar and interlobar regions (N1), 17 (17.35%) in the mediastinal region (N2), and 2 in both hilar and mediastinal regions (N1+N2) (2.04%).Univariable analysis revealed that male sex and the presence of tumor necrosis increased both the recurrence rate of lung cancer and the mortality rate, whereas larger tumor size, intra-tumoral vascular invasion, and pleural invasion were associated solely with cancer recurrence. …”
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Influence of Extra-Articular Augmentation on Clinical Outcomes and Survival in Patients Undergoing Anterior Cruciate Ligament Reconstruction: A Pseudorandomized Study by Antonio Maestro, Nicolás Rodríguez, Iván Pipa, Carmen Toyos, Lucía Lanuza, Filipe Machado, César Castaño, Santiago Maestro

“…<i>Results</i>: A total of 236 patients were included, which was reduced to 74 ACL and 37 ACL+ALL after pseudo-randomization, resulting in preoperatively comparable groups. During follow-up, differences in favor of ALL reinforcement were found on the pivot shift test (<i>p</i> = 0.007). …”
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Early Effects of Bronchoscopic Cryotherapy in Metastatic Non-Small Cell Lung Cancer Patients Receiving Immunotherapy: A Single-Center Prospective Study by Gediminas Vasiliauskas, Evelina Žemaitė, Erika Skrodenienė, Lina Poškienė, Gertrūda Maziliauskienė, Aurimas Mačionis, Skaidrius Miliauskas, Donatas Vajauskas, Marius Žemaitis

“…It induces cancer cell necrosis followed by inflammation in the treated tumor microenvironment, and it stimulates systemic adaptive immunity. …”
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UGT2B15 single nucleotide polymorphism reduces dabigatran acylglucuronide formation in humans by Jin-Woo Park, Jin-Woo Park, Jin-Woo Park, Jong-Min Kim, Young Yoon Bang, Kyoung-Ah Kim, Sungwook Yu, Ji-Young Park

“…Similarly, the AUCall of DABG was highest in GG genotypes (327 ± 148.3 ng h·mL-1), followed by GT (238.7 ± 166.5 ng h·mL-1) and TT (223.3 ± 165.4 ng h·mL-1) genotypes (p &lt; 0.05). …”
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Rehabilitation Impact of Vivifrail Exercise Program Type C on the Cognitive Function of Pre-Frail Elderly People in the Community by Sri Soenarti, Dwi Indriani Lestari, Muhammad Barlian Nugroho, Harien Lestari, Tita Hariyanti

“…The statistical analysis utilized the Kruskal-Wallis test, followed by the post-hoc Mann-Whitney test and independent t-test (p<0.05). …”
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Metabolic Dysfunction-Associated Steatotic Liver Disease and All-Cause and Cause-Specific Mortality by Rosa Oh, Seohyun Kim, So Hyun Cho, Jiyoon Kim, You-Bin Lee, Sang-Man Jin, Kyu Yeon Hur, Gyuri Kim, Jae Hyeon Kim

“…Results This retrospective nationwide cohort study included 1,298,993 individuals aged 40 to 79 years for a mean follow-up duration of 9.04 years. The prevalence of MASLD, MetALD, and ALD with MD was 33.11%, 3.93%, and 1.00%, respectively. …”
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Vaginal colonization, vertical transmission rate, antimicrobial susceptibility profile, and associated factors of potential neonatal pathogens among pregnant women at public health... by Getnet Shimeles, Getnet Shimeles, Alemu Gedefie, Hilina Motbainor, Chalachew Genet, Chalachew Genet

“…The most frequent potential pathogen among pregnant women was Escherichia coli (27.6%), followed by Candida spp. (14.1%), and Klebsiella spp. (6%). …”
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Development of single-pin, un-barbed, pole-tagging of free-swimming dolphins and sharks with satellite-linked transmitters by Michael J. Moore, Thomas M. Lanagan, Randall S. Wells, Jason Kapit, Aaron A. Barleycorn, Jason B. Allen, Robin W. Baird, Camrin D. Braun, Gregory B. Skomal, Simon R. Thorrold

“…It was developed using fins from cadavers, then trialed on briefly restrained coastal dolphins that could be followed in successive days and weeks, and then on free-swimming animals in the field. …”
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Risk of Dysglycemia in Pregnancy amongst Kenyan Women with HIV Infection: A Nested Case-Control Analysis from the STRiDE Study by Sonak D. Pastakia, Wycliffe K. Kosgei, Astrid Christoffersen-Deb, Benson Kiragu, John N. Hector, Gertrude Anusu, Ponnusamy Saravanan

“…The measurements of glucose from the initial visit (fasting glucose and HbA1c) and follow-up visit (OGTT) were compared between the two groups of HIV+ cases and matched HIV- controls. …”
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Investigation of Woody Species Structure and Regeneration Status in the Central Rift Valley, Sidama Regional State, Ethiopia by Assegid Assefa, Tamrat Bekele, Sebsebe Demissew, Tesfaye Abebe

“…Fabaceae was the most diverse family representing 16 (15.84%) species, followed by Euphorbiaceae 9 species (8.91%) and Anacardiaceae with 6 species (5.94%). …”
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Impact of Arterial Remodeling of Intermediate Coronary Lesions on Long-Term Clinical Outcomes in Patients with Stable Coronary Artery Disease: An Intravascular Ultrasound Study by Liang Geng, Peizhao Du, Yuan Yuan, Liming Gao, Yunkai Wang, Jiming Li, Qi Zhang

“…No significant difference was found in terms of quantitative flow ratio among three groups. At 5 years follow-up, negative remodeling lesions had a higher rate of composite vessel-oriented clinical event (14.3%), compared to intermediate (1.4%, P=0.004) or positive remodeling lesions (4.8%, P=0.06). …”
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Comparative safety of transvenous and leadless pacemakers in patients with cardiovascular diseases: A meta-analysis study by Cedric Mhasseb, Mayassa Kiwan, Marie-Elie Merhi, Nicolas Moussallem, Jana Moussalli, Maroun Abou Zeid, Sarah Abou Daher, Ghassan Nabbout, Sami Azar, Amjad Kanaan, Frederic Harb

“…The lack of both randomized clinical trials and long term follow up studies limits our assessment and emphasizes the need for ongoing investigation to understand the extended complications associated with these devices amidst advancing technology.…”
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Evaluation of Clavulanic Acid Adsorption in MgAl-Layered Double Hydroxides: Kinetic, Equilibrium and Thermodynamic Studies by Marcus Bruno Soares Forte, Élen Cristina Luna Elias, Heloise O. Pastore, Francisco Maugeri Filho, Maria Isabel Rodrigues

“…Thermodynamic evaluation of the process allowed the Gibbs' free energy (ΔG 0 ), the standard enthalpy change (ΔH 0 ) and the standard entropy change (ΔS 0 ) to be estimated as follows: ΔG 0 = 2.100, 1.301, 0.503 and −0.295 kJ/mol at 16.5, 19.0, 21.5 and 24.0 °C, respectively; ΔH 0 = 94.602 kJ/mol; and ΔS 0 = 0.319 kJ/(mol K), respectively. …”
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Detection of Cervical Cancer and High Grade Neoplastic Lesions by a Combination of Liquid‐Based Sampling Preparation and DNA Measurements Using Automated Image Cytometry by Xiao Rong Sun, Jian Wang, David Garner, Branko Palcic

“…Results: A total of 876 women were followed by colposcopy examination where biopsies were taken from the visible lesions or from suspicious areas and histopathology diagnosed 459 as normal or benign cases, 325 as CIN1, 36 as CIN2, 25 as CIN3/CIS, and 31 as invasive cancer. …”
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Impact of the Nail Length (Short PFNA2 and Long PFNA2) in Surgical Treatment of Intertrochanteric Femur Fractures: A Randomised Clinical Study by Kuljit Kumar, Harpreet Kaur

“…Variables such as duration of hospital stay, duration of surgery, blood loss, union time and complications were noted. All patients were followed-up at six weeks, three months and six months and functional outcomes were assessed using the MHHS. …”
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Concentration of traffic air pollutants and influencing metrological factors in Hawassa City roadways, Ethiopia by Asmare Asrat Yirdaw, Amanuel Ejeso, Samrawit Mokie Belayneh, Lamrot Yohannes, Anmut Endalkachew Bezie, Embialle Mengistie Beyene

“…Significantly higher, concentrations were recorded on traffic light roads, followed by main asphalt roads, for both types of traffic air pollutants. …”
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Polymorphism of Dehydrocholesterol Reductase (DHCR7) Gene and its Effects on Metabolic Components of Polycystic Ovary Syndrome in Women: A Cross-sectional Study from Tertiary Care... by Susmita Banerjee, Shuvankar Mukherjee, Anindya Dasgupta, Palash Kusum Ghosh

“…Polymerase Chain Reaction (PCR) with suitable primers, followed by restriction digestion using Taq1 enzyme, was used to identify Dehydrocholesterol Reductase (DHCR7) gene polymorphism in women with PCOS in Eastern India. …”
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