A novel way to use cross-validation to measure connectivity by machine learning allows epilepsy surgery outcome prediction by Karla Ivankovic, Alessandro Principe, Justo Montoya-Gálvez, Linus Manubens-Gil, Riccardo Zucca, Pablo Villoslada, Mara Dierssen, Rodrigo Rocamora

“…To test this hypothesis, we developed a novel method for quantifying connectivity change between network states and applied it to identify surgical resection areas.A network state was represented by random snapshots of connectivity within a defined time interval of an intracranial EEG recording. A binary classifier was applied to classify two network states. …”
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Comparison of Option Pricing with Stochastic Volatility in Heston and Heston Nandi Model by Mohammad Reza Haddadi, Hossein Nasrollahi

“…Participating in this market invariably involves a heightened level of risk, prompting the emergence of various tools aimed at mitigating these risks. …”
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“What does ‘often’ even mean?” Revising and validating the Comprehensive Autistic Trait Inventory in partnership with autistic people by Friederike Charlotte Hechler, Outi Tuomainen, Nathan Weber, Frank Fahr, Bodie Karlek, Marie Maroske, Meike Misia, Nathan Caruana

“…Finally, a measurement invariance analysis indicated that total-scale scores can be compared across genders. …”
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Adherence to Azathioprine/6-Mercaptopurine in Children and Adolescents with Inflammatory Bowel Diseases: A Multimethod Study by Mervat M. Alsous, Ahmed F. Hawwa, Cameron Imrie, Andras Szabo, Eman Alefishat, Rana Abu Farha, Mohammad Rwalah, Rob Horne, James C. McElnay

“…Child self-reported nonadherence rates were significantly higher than parent/guardian reported rates (p=0.013). Binary logistic regression analysis identified age to be independently predictive of adherence, with adolescents (children aged ≥ 13 years old) more likely to be classified as nonadherent. …”
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Hygienic Practices of Vendors and Their Contribution to Coliform, Salmonella, and Shigella Bacteria of Raw Milk at Asella Town, Oromia, Ethiopia by Hirpo Tusa, Tsegaye Alemayehu, Bereket Wake Subussa, Henok Ayalew, Musa Mohammed Ali

“…Data were entered and analyzed using EPI info version 7 and SPSS version 22, respectively. A binary logistic regression model was applied to determine the factors associated with bacterial contamination of raw milk. …”
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Determinants of Cesarean Section Deliveries in Public Hospitals of Addis Ababa, Ethiopia, 2018/19: A Case-Control Study by Areaya Gebreegziabher Hailu, Tsegaye Kebede Fanta, Fissaha Tekulu Welay, Natnael Etsay Assefa, Surafel Aregawi Hadera, Gebrekiros Aregawi Gebremeskel, Hagos Weldeslassie Gebremedhin, Guesh Gebreayezgi Asefa

“…Data were entered on EpiData 3.1 and exported to SPSS version 20 for cleaning and analyzing. Binary logistic regression and AOR with 95% CI were used to assess the determinants of caesarean section. …”
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Adulto mayor: propuesta de abordaje de la neumonía adquirida en la comunidad by Miguel Ángel Serra Valdés, Yordanka Yamilex Aleaga Hernández, Girelda Cordero López, Marlene Viera García, Lino Aboy Capote, Melissa Serra Ruiz

“…<br /><strong>Métodos:</strong> se realizó la búsqueda de información mediante términos de indexación sobre neumonía adquirida en la comunidad, en especial en el adulto mayor o anciano, así como guías existentes nacionales y de diferentes países, sociedades y consensos regionales a través de Clinical Evidence, The Cochrane Library, PUBMED, Google Académico, MEDLINE, LIS, Scielo, Medscape, LILACS, Latindex, HINARI, MEDIGRAPHIC-NEWS y otros. Se asumieron aquellas publicaciones que reunían las evidencias de mayor calidad de acuerdo con los criterios de Grading of Recommendations of Assessment Development and Evaluations.…”
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Comparative analysis of floristic richness and diversity in six central forest reserves of north eastern Uganda by Samuel Ojelel, Esther Katuura, Patrick Mucunguzi, James Kalema

“…Species richness, diversity and evenness were determined for each CFR. Binary similarity coefficients were computed because only presence/absence data of plant species was recorded. …”
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Respiratory drive: a journey from health to disease by Dimitrios Georgopoulos, Maria Bolaki, Vaia Stamatopoulou, Evangelia Akoumianaki

“…In critically ill patients the inspiratory flow-generation pathway is invariably compromised at various levels. Consequently, mean inspiratory flow and tidal volume do not correspond to respiratory drive, and at a given PaCO2, the actual ventilation is less than ventilatory demands, creating a dissociation between brain and ventilation curves. …”
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Assessment of Problem-Based Learning Acceptance and Associated Factors Among School of Nursing Students at Wachemo University, Central Ethiopia by Asnakech Zekiwos Heliso MSc, Getachaw Ossabo Babore MSc, Taye Mezgebu Ashine MSc, Bethlehem Birhanu MSc, Bereket Hegeno Anose MSc, Sentayehu Admasu Saliya MSc, Elias Ezo Ereta MSc, Awoka Girma Hailu MSc

“…Then the findings were described by using frequency, tables, and figures. Binary logistic regression was employed at p -value <.25 to identify variables that had a statistical association with PBL acceptance. …”
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Prevalence and risk factors for Sick Building Syndrome among Italian correctional officers: A pilot study by Francesco Chirico, Giuseppe Ferrari, Giuseppe Taino, Enrico Oddone, Ines Giorgi, Marcello Imbriani

“…Chi-square was used to test the difference of prevalence between office workers (OWs) and correctional officers (COs) of personal characteristics, cases of SBS, and general and mucocutaneous symptoms associated with SBS. A binary logistic regression was used to identify among individual, environmental, and psychosocial characteristics, factors associated with correctional officers’ Sick Building Syndrome. …”
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The stability of anisotropic compact stars influenced by dark matter under teleparallel gravity: an extended gravitational deformation approach by Sneha Pradhan, Piyali Bhar, Sanjay Mandal, P. K. Sahoo, Kazuharu Bamba

“…Notably, our findings are consistent with the observation of gravitational waves from the first binary merger event. Furthermore, we compare our results with those obtained for a slow-rotating configuration. …”
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Expedited Colorectal Cancer Detection Through a Dexterous Hybrid CADx System With Enhanced Image Processing and Augmented Polyp Visualization by Akella Subrahmanya Narasimha Raju, K. Venkatesh, Ranjith Kumar Gatla, Marwa M. Eid, Aymen Flah, Zdenek Slanina, Ramy N. R. Ghaly

“…For suitable evaluation of our methodology, we adopted two benchmark datasets: CVC Clinic DB for binary classification and Kvasir dataset for multiclass classifications. …”
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Optimal calorie restriction threshold: effect of FATmax exercise combined with different proportions of calorie restriction on hypercholesterolemia by Yuetong Wu, Li Zhang, Jing Li, Boyang Xue, Wenyuan Shang, Yingli Lu

“…Nevertheless, it is misleading to assume that a drastic reduction in calorie intake invariably results in superior outcomes. Optimal cost-effectiveness may be achieved within a calorie restriction range of REE + PA33-67%.…”
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Magnitude and associated factors of unmet need for family planning among reproductive-aged women in Ethiopia: An umbrella review. by Mulat Ayele, Gizachew Yilak, Abebaw Alamrew, Eyob Shitie Lake, Befkad Derese Tilahun

“…<h4>Method</h4>A search was conducted in PubMed, Google Scholar, CINAHL, Scopus, Cochrane Library, and RESEARCH 4 LIFE including Hinari, to identify relevant systematic reviews and meta-analyses of studies on the prevalence and determinants of the unmet need for family planning in Ethiopia. …”
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The Importance of Physiochemical Processes in Decarbonisation Technology Applications Utilizing the Subsurface: A Review by Ieva Kaminskaite, Sandra Piazolo, Andy R. Emery, Nicholas Shaw, Quentin J. Fisher

“…Most importantly, the biggest uncertainties emerge in prediction of fracture pattern development and understanding the extent and timescales of chemical reactions that occur within the decarbonising applications where external fluid or gas is cyclically injected and invariably causes disequilibrium within the system. …”
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Unraveling the association and regulatory role of miR-146b-5p in coronary artery disease by Xiaozhu Ma, Shuai Mei, Yi He, Qidamugai Wuyun, Li Zhou, Ziyang Cai, Qiushi Luo, Yi Wen, Jiangtao Yan

“…We found that miR-146b-5p was significantly increased in PBMCs of patients with CAD compared with the control group. Binary logistic regression revealed that miR-146b-5p was associated with CAD. …”
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Predictive value of the New Zealand Early Warning Score for early mortality in low-acuity patients discharged at scene by paramedics: an observational study by Bridget Dicker, Verity Frances Todd, Tony Smith, Andy Swain, Graham Howie, Melanie Moylan, Aroha Brett

“…Of these, 41 406 had sufficient recorded data to calculate an NZEWS.Primary and secondary outcome(s) and measure(s) Binary logistic regression modelling was used to investigate the association between the NZEWS and adverse outcomes of reattendance within 48 hours, mortality within 2 days, mortality within 7 days and mortality within 30 days.Results An NZEWS greater than 0 was significantly associated with all adverse outcomes studied (p&lt;0.01), compared with the reference group (NZEWS=0). …”
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Visible Goiter among Pregnant Women Attending Antenatal Clinic in Public Health Facilities of Debre Markos Town, East Gojjam, North West Ethiopia by Yihun Endalamaw, Haji Kedir, Tadesse Alemayehu

“…Both bivariate and multivariable binary logistic regression analyses were used to see the association between dependent and each independent variable. …”
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Relationship between social capital and medication adherence among frail and pre-frail older people: a cross-sectional study from China by Zixuan Hong, Ying Guo, Wenwen Cao, Chenglin Cao, Zhi Hu, Jing Yan, Ren Chen, Zhongliang Bai

“…This study employed descriptive analysis and binary logistic regression to fit their relationship. …”
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