Violence Detection From Industrial Surveillance Videos Using Deep Learning by Hamza Khan, Xiaohong Yuan, Letu Qingge, Kaushik Roy

“…The classifier’s predictions trigger real-time alerts, enabling rapid intervention. …”
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Music and low-frequency vibrations for the treatment of chronic musculoskeletal pain in elderly: A pilot study. by Thom A H Eshuis, Peter J C Stuijt, Hans Timmerman, Peter Michael L Nielsen, André Paul Wolff, Remko Soer

“…A multilevel linear model showed that the interaction effect of group by time did not predict pain intensity (F[1, 45.93] = 0.002, p = 0.97) when comparing pain intensity at baseline, after the last treatment and at follow-up.…”
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Twelve-Week Quadriceps Strength as A Predictor of Quadriceps Strength At Time Of Return To Sport Testing Following Bone-Patellar Tendon-Bone Autograft Anterior Cruciate Ligament Re... by Joseph P Hannon, Sharon Wang-Price, Shiho Goto, Steven Singleton, Lindsey Dietrich, James Bothwell, Curtis Bush, Craig Garrison

“… # Results When 12-week isokinetic peak torque was entered first for the hierarchy regression analysis, this factor was predictive of the peak torque at the time of RTS testing, *F*(1, 118) = 105.6, *p* < 0.001, *R*^2^ = 0.472, indicating that the 12-week quadriceps strength accounted for 47% of the variance in the quadriceps strength at the time of RTS testing. …”
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Prognostic Value of STMN1 Expression in Non-small Cell Lung Cancer: 
A Meta-analysis by Mengjie LI, Qinghua ZHOU

“…Through meta-analysis, this study aimed to investigate the predictive value of the expression level of STMN1 for the prognosis of lung cancer and screen for tumor markers with high sensitivity and specificity to optimize the whole-process management of lung cancer patients. …”
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Prevalence and Molecular Genetics of Methicillin-Resistant Staphylococcus aureus Colonization in Nursing Homes in Saudi Arabia by Ahmed Albarrag, Ashwag Shami, Abrar Almutairi, Sara Alsudairi, Sumayh Aldakeel, Amani Al-Amodi

“…It is crucial to investigate such rate of incidence, which is a key tool in preventive medicine and would aid in determining health policy and predict emergent outbreaks.…”
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Optimizing bioethanol production from sweet sorghum stem juice under very high gravity fermentation and temperature stress conditions by Phon Thatiyamanee, Pattana Laopaiboon, Lakkana Laopaiboon

“…The experimental values (PE, 119.29 g/L; QP, 2.49 g/L.h and %SC, 91.83 %) under optimal conditions were close to the predicted values, verifying the optimization process. …”
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Fear of falling and its related factors in older adults following a fall in Kashan, Iran (2023–2024) by Fatemeh Sadat Izadi-Avanji, Azade Safa, Masoumeh Abedzadeh-Kalahroudi, Negin Shaterian

“…Conclusions Identifying predictive factors for fear of falling can assist health policymakers in developing a holistic care plan to enhance the quality of life for older adults post-fall. …”
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High Seropositivity of Brucella melitensis Antibodies among Pregnant Women Attending Health Care Facilities in Mwanza, Tanzania: A Cross-Sectional Study by Helmut A. Nyawale, Michael Simchimba, Joseph Mlekwa, Fridolin Mujuni, Elieza Chibwe, Prosper Shayo, Elifuraha B. Mngumi, Khadija S. Majid, Mtebe Majigo, Stephen E. Mshana, Mariam M. Mirambo

“…Furthermore, being a housewife (aOR:3.902 (95% CI:1.589-9.577), P=0.003), being employed (aOR:3.405 (95% CI:1.412-8.208), P=0.006), and having history of miscarriage (aOR:1.940 (95% CI:1.043-3.606), P=0.036) independently predicted B. melitensis seropositivity among pregnant women in Mwanza. …”
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Fold-Related Faults Track Progressive Fold Development from Layer-Parallel Shortening to Subsequent Orthogonal Extension within an Appalachian Buckle Fold System: Bear Valley Mine,... by Arlo Brandon Weil, Mary Beth Gray, Kylie G. Cush, Mattathias D. Needle, Juliet G. Crider

“…Our findings do not strictly conform with those predicted by classical conceptual models of buckle folds, such as orthogonal flexure or flexural slip. …”
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Predictors of Young Adult Women’s Psychological Well-Being in Romantic Relationships by Elif Yöyen, Süreyya Çalık, Tülay Güneri Barış

“…The analyses found that the variables that predicted psychological well-being were the relationship satisfaction sub-dimension of the relationship stability scale, quality of sexual life, empathy, and having children. …”
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The effect of propagation saw test geometries on critical cut length by B. Bergfeld, K. W. Birkeland, V. Adam, V. Adam, P. L. Rosendahl, A. van Herwijnen

“…For slabs with an artificial layering, the uniform load–model predictions reveal deviations from the fracture mechanical model, whereas the layered model was still in excellent agreement. …”
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De-biasing microbiome sequencing data: bacterial morphology-based correction of extraction bias and correlates of chimera formation by Luise Rauer, Amedeo De Tomassi, Christian L. Müller, Claudia Hülpüsch, Claudia Traidl-Hoffmann, Matthias Reiger, Avidan U. Neumann

“…Strikingly, this extraction bias per species was predictable by bacterial cell morphology. Morphology-based computational correction of extraction bias significantly improved resulting microbial compositions when applied to different mock samples, even with different taxa. …”
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Lightning-induced vulnerability assessment in Bangladesh using machine learning and GIS-based approach by Tanmoy Mazumder, Md. Mustafa Saroar

“…The Random Forest model has appeared to be the best model to predict [with high accuracy] the influence of lightning vulnerability factors. …”
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metaRange: A framework to build mechanistic range models by Stefan Fallert, Lea Li, Juliano Sarmento Cabral

“…As examples, we include one single‐species application to predict the range dynamics of the European wildcat (Felis silvestris) in Germany, and one theoretical study in which we simulated 100 virtual species in three scenarios: without competition, with competition, and with competition under a generalist‐specialist trade‐off. …”
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Working Capital Management Practices and Performance of Small and Medium Enterprises in Western Uganda. by Sunday, Arthur, Turyahebwa, Abanis, Byamukama, Eliab Mpora

“…The results also indicated that Cash Management Practices influence highly since it predicts over 22% of the variance in SMEs performance. …”
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Budgeting Practices and Performance of Town Councils in Uganda: A Case Study of Muhanga Town Council. by Kembabazi, Primah

“…The study findings on the effect of rolling budgets and forecasts on performance were; that forecasts are used to predict the future and encourage municipal performance, rolling forecasts have a fixed time frame which leads to the performance of the municipal council and rolling forecasts manage the weaknesses of traditional budgeting hence performance of the organization. …”
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CALPHAD-aided synthesis and characterization of an Al–Co–Cr–Fe–Ni–W high-entropy alloy prepared by arc melting and spark plasma sintering by L. Fenocchio, A. Saviot, S. Gambaro, S. Le Gallet, F. Valenza, M.R. Ardigo-Besnard, G. Cacciamani

“…Contrary to the thermodynamic predictions, after equilibration and quenching, the dissolution of the μ phase was observed due to the Gibbs-Thomson effect, which enhanced W solubility in the FCC solid solution. …”
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Relativistic Electron Model in the Outer Radiation Belt Using a Neural Network Approach by Xiangning Chu, Donglai Ma, Jacob Bortnik, W. Kent Tobiska, Alfredo Cruz, S. Dave Bouwer, Hong Zhao, Qianli Ma, Kun Zhang, Daniel N. Baker, Xinlin Li, Harlan Spence, Geoff Reeves

“…In addition, ORIENT‐R was run for a completely out‐of‐sample period between March 2018 and October 2019 when the AL index ended and was replaced with the predicted AL index (lasp.colorado.edu/home/personnel/xinlin.li). …”
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Repurposing the Antidiabetic Drugs Glyburide, Gliquidone, and Glipizide in Combination with Benznidazole for <i>Trypanosoma cruzi</i> Infection by Citlali Vázquez, Rusely Encalada, Isabel Jiménez-Galicia, Rogelio Gómez-Escobedo, Gildardo Rivera, Benjamín Nogueda-Torres, Emma Saavedra

“…<b>Background/Objective</b>: Glyburide, glipizide, and gliquidone, hypoglycemic drugs for diabetes treatment, were previously predicted to bind to dihydrofolate reductase-thymidylate synthase from <i>T. cruzi</i> by in silico docking analysis; they also showed antiproliferative effects against <i>T. cruzi</i> epimastigotes, the stage of the insect vector. …”
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Evaluation Method of the Gas Hydrate and Free Gas System and Its Application in the Shenhu Area, South China Sea by Pibo Su, Tingwei Li, Shurong Liang, Jinqiang Liang, Xiaoxue Wang, Xiaoming Wan, Feifei Wang, Fang Liu

“…Using prestack and poststack inversion to get the ratio of P-wave impedance and P-wave-to-S-wave velocities, we determine the three-dimensional space distribution of gas hydrate and free gas, predict their effective porosity and saturation, and eventually achieve the meticulous depiction of gas hydrate and free gas in the body, which is necessary in subsequent estimation of gas hydrate and free gas resources. …”
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