Spatiotemporal Assessment of PM2.5 Exposure of a High-risk Occupational Group in a Southeast Asian Megacity by Jarl Tynan Collado, Jose Gabriel Abalos, Imee de los Reyes, Melliza T. Cruz, Gabrielle Frances Leung, Katrina Abenojar, Carlos Rosauro Manalo, Bernell Go, Christine L. Chan, Charlotte Kendra Gotangco Gonzales, James Bernard B. Simpas, Emma E. Porio, John Q. Wong, Shih-Chun Candice Lung, Maria Obiminda L. Cambaliza

“…These results reveal information that is normally undetected by fixed site monitoring (FSM), underscoring the importance of mobile measurements as a complement to FSM in assessing the exposure of urban populations to air pollution more extensively. …”
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Modeling and Analysis of Rice Root Water Uptake under the Dual Stresses of Drought and Waterlogging by Jie Huang, Wei Dong, Luguang Liu, Tiesong Hu, Shaobin Pan, Xiaowei Yang, Jianan Qin

“…Then, we incorporated a water stress lag effect coefficient, <inline-formula><math display="inline"><semantics><mrow><mi>φ</mi><mfenced separators="|"><mrow><msub><mrow><mi>W</mi></mrow><mrow><mi>s</mi></mrow></msub></mrow></mfenced></mrow></semantics></math></inline-formula>, that investigated the combined effect of historical drought and waterlogging stress events based on the assumption that the normalized influence weight of each past stress event decreases with an increase in the time interval before simulation as an exponential function of the decay rate. …”
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Postoperative Pain and Opiate Requirement is Increased Following Second-Side Surgery Among Patients Undergoing Staged Total Knee Arthroplasty by Vivek P. Chadayammuri, MD, Shuvalaxmi D. Haselton, MS, Elizabeth Diaz, PA-C, Roger H. Emerson, MD

“…Our study identified weekly interval between staged procedures as the single-most predictive factor of pain, and female patients being predisposed to heightened pain following second-side TKA; implicating nociceptive pathways require weeks to normalize, necessitating gender-specific pain management and extended intervals.…”
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Assisting significance of lncRNA ASB16-AS1 in the early detection and prognosis prediction of patients with deep venous thrombosis by Menglan Li, Yingying Li, Dawei Zhang, Cheng Cheng, Meiying Yang, Xiuyin Zhang, Xinming Yu, Bo Lu, Min Wang

“…ASB16-AS1 was negatively correlated with prothrombin time (PT, r = -0.763), antithrombin level (AT, r = -0.711), and international normalized ratio (INR, r = -0.764), and showed positive correlation with fibrinogen (FIB, r = 0.793) and D-dimer (D-D, r = 0.731). …”
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Penerapan Algoritme Nearest Centroid Neighbor Classifier Based on K Local Means Using Harmonic Mean Distance (LMKHNCN) Untuk Klasifikasi Hasil Kinerja Pegawai Negeri Sipil by Adam Syarif Hidayatullah, Fitra Abdurrachman Bachtiar, Imam Cholissodin

“…F1-Score and Accuracy using K-Fold Cross Validation to measure performance of this method and normalization testing due to no any information about that in previous study. …”
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Anti-motilities and anti-biofilm effects of Ageratum conyzoides L. methanol extract by Eli Compaoré, Moussa Compaoré, Vincent Ouédraogo, Ablassé Rouamba, Alimata Bancé, Mignini R. Dofini, Martin Kiendrebeogo

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Empowering access: unveiling an overall composite spatial accessibility index to healthcare services in Southeastern Iran by Ahmad Raeesi, Soheil Hashtarkhani, Mahmood Tara, Narjes Sargolzaei, Behzad Kiani

“…Spatial accessibility scores were normalized from 0 to 1 (no access = 0, low = 0.01 to 0.33, moderate = 0.331 to 0.66, high = 0.661 to 1) and aggregated into overall indices of primary, secondary, and overall healthcare accessibility for each district. …”
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Estimating avoidable burden of stillbirth attributable to greenness improvement in Iran by Yang Yuan, Fatemeh Mayvaneh, Yaqi Wang, Jixing Yang, Yunquan Zhang, Fang Shi

“…Greenness exposure during pregnancy was assessed using the satellite-based normalized difference vegetation index (NDVI) and enhanced vegetation index (EVI) with multiple buffers. …”
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Workforce Characteristics, Work Satisfaction, Stress, Burnout and Happiness of Early Career Music Therapists in the United States by Anthony Meadows, Lillian Eyre, Audra Gollenberg

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"He Has Rescued Me from Danger" by Sarah Bishop

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Making Dementia Matter Through Sound by Marjolein Gysels, Chris Tonelli, Thomas Johannsen

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Mediator kinase inhibition suppresses hyperactive interferon signaling in Down syndrome by Kira A Cozzolino, Lynn Sanford, Samuel Hunter, Kayla Molison, Benjamin Erickson, Meaghan CS Courvan, Taylor Jones, Deepa Ajit, Matthew D Galbraith, Joaquín M Espinosa, David Bentley, Mary Ann Allen, Robin D Dowell, Dylan J Taatjes

“…Hyperactive interferon (IFN) signaling is a hallmark of Down syndrome (DS), a condition caused by Trisomy 21 (T21); strategies that normalize IFN signaling could benefit this population. …”
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Out-of-Pocket Expenditure (OOPE) on Selected Surgeries in the Obstetrics and Gynaecology Department incurred by Ayushman Bharat Pradhan Mantri Jan Arogya  Yojana (AB-PMJAY), Privat... by Dr. Kumar Sumit, Reena Verma, Prajwal Salins, Helmut Brand, Siddhartha Sankar Acharya, Sagarika Kamath, rajesh kamath, Dr. Vidya Prabhu

“…Data was collected across AB-PMJAY, private health insurance, uninsured patients and analyzed using descriptive statistics (mean, median) and the Shapiro-Wilk test for data normality. Results The study analyzed OOPE across 905 OBG patients. …”
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Unsupervised machine learning clustering approach for hospitalized COVID-19 pneumonia patients by Nuttinan Nalinthasnai, Ratchainant Thammasudjarit, Tanapat Tassaneyasin, Dararat Eksombatchai, Somnuek Sungkanuparph, Viboon Boonsarngsuk, Yuda Sutherasan, Detajin Junhasavasdikul, Pongdhep Theerawit, Tananchai Petnak

“…K-means clustering, an unsupervised machine learning method, was performed to identify clinical phenotypes based on clinical and laboratory variables collected within 24 hours of admission. Variables were normalized before clustering to ensure equal contribution to the analysis. …”
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Neurocognitive function and health-related quality of life among glioblastoma patients: A prospective study by Mohamed A Baba, Ahmed Kharbach, Mohamed Lmejjati, Nawal Adali

“…The QLQ-C30 and QLQ-BN20 scales were used to assess QoL, while neurocognitive function was evaluated using the Mini-Mental State Examination (MMSE) test. Data normality were checked using the Shapiro-Wilk test, and non-parametric methods were used to compare scores. …”
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Diagnosis and treatment of the irritable bowel syndrome: clinical guidelines of the Russian gastroenterological association and Russian association of coloproctology by V. T. Ivashkin, Yu. A. Shelygin, Ye. K. Baranskaya, Ye. A. Belousova, A. G. Beniashvili, S. V. Vasilyev, A. O. Golovenko, O. V. Golovenko, Ye. G. Grigoryev, N. V. Kostenko, T. L. Lapina, I. D. Loranskaya, O. S. Lyashenko, I. V. Mayev, Ye. A. Poluektova, V. G. Rumyantsev, V. M. Timerbulatov, A. S. Trukhmanov, O. Yu. Fomenko, I. L. Khalif, E. Yu. Chashkova, A. A. Sheptulin, O. S. Shifrin, V. V. Yanovoy

“…Peripheral opioid agonists (trimebutine maleate) normalizing intestinal motor activity via action on different subtypes of peripheral opioid receptors, combined plant-derived medication STW 5 are applied as well. …”
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Evaluation of Airborne Particulate Matter and Volatile Organic Compounds Released by Three Types of Mosquito Repellents by Soyeon Lee, Jongmin Park, Myoungho Lee, Minjung Kim, Boowook Kim, Kiyoung Lee, Kyungduk Zoh, Chungsik Yoon

“…Coil types also lead in emission rates (1.94 × 1010 particles min–1 for 10–420 nm) releasing more particles per minute, followed by liquid (1.87 × 108 particles min‒1) and then mat types (6.34 × 107 particles min‒1), suggesting higher particulate emissions during use. When normalized by usage weight, Coil types again show the highest emission factors (6.59 × 1011 particles g‒1), implying they emit more particles per gram of product burned than liquid (1.82 × 1011 particles g‒1) and mat (4.81 × 1010 particles g‒1) types. …”
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Pengaruh Metode Pembelajaran Problem Based Learning yang Diperkaya dengan ARCS Motivational Model terhadap Kualitas Manajemen Kelas dan Motivasi Belajar Siswa secara Online pada Ma... by Allisa Majid, Admaja Dwi Herlambang, Faizatul Amalia

“…Then, a Likert-scaled questionnaire was distributed, the results of which were calculated using the percentage index (%), normality test of the data using Kolmogorov Smirnov, and hypothesis testing using the independent t-test. …”
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Sistem Identifikasi Pembicara Berbahasa Indonesia Menggunakan X-Vector Embedding by Alim Misbullah, Muhammad Saifullah Sani, Husaini, Laina Farsiah, Zahnur, Kikye Martiwi Sukiakhy

“…Untuk membangun model, fitur-fitur diekstrak dengan menggunakan MFCC, dihitung voice activity detection (VAD), dilakukan augmentasi dan normalisasi fitur menggunakan cepstral mean and variance normalization (CMVN) serta dilakukan filtering. Sedangkan proses pengujian model hanya membutuhkan fitur-fitur yang diekstrak dengan menggunakan MFCC dan dihitung VAD. …”
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The Art and Craft of Music Therapy for Stroke Rehabilitation in a Remote North Indian Community by Sahitya Rajagopal, Alex Street, Stephen W. Philip

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