Use of responsible artificial intelligence to predict health insurance claims in the USA using machine learning algorithms by Ashrafe Alam, Victor R. Prybutok

“…The identification of key variables and the mitigation of prediction errors not only signal the potential for substantial cost savings but also affirm the potential to integrate AI into healthcare insurance processes. …”
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Comparative study of the accuracy of CBCT implant site measurements using different software programs by Asma'a A. Al-Ekrish

“…All three software programs demonstrated a statistically significant mean absolute measurement error of between 0.43 and 0.56 mm (p-value < 0.01), but no significant difference in error values was found between any of the tested programs (p- value = 0.18). …”
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Prompt Framework for Extracting Scale-Related Knowledge Entities from Chinese Medical Literature: Development and Evaluation Study by Jie Hao, Zhenli Chen, Qinglong Peng, Liang Zhao, Wanqing Zhao, Shan Cong, Junlian Li, Jiao Li, Qing Qian, Haixia Sun

“…Ablation studies highlighted the importance of demonstration retrieval and self-verification in improving model reliability. Error analysis revealed four main types of mistakes: identification errors, type errors, boundary errors, and missing entities, indicating areas for further improvement. …”
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Effectiveness of personalized open-face mask combined with styrofoam fixation in radiotherapy treatment of head and neck cancers: a prospective randomized controlled trial by Fating Yang, Jingling Li, Bo Li, Lihua Zhang, Jie Li, Xiaowei Yao, Qiuxia Hu, Yutiann Yin, Changhao Liu, Lin Xu, Jian Zang, Lina Zhao, Fei Bai

“…Weekly cone-beam computed tomography (CBCT) scans were conducted pre-treatment to assess and record setup errors along three axes. Comparative analysis of setup errors and the planning target volume (PTV) margin between the two groups was performed. …”
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Automated, IMU-based spine angle estimation and IMU location identification for telerehabilitation by Huiming Pan, Hong Wang, Dongxuan Li, Kezhe Zhu, Yuxiang Gao, Ruiqing Yin, Peter B. Shull

“…Results Results demonstrated average mean absolute spinal angle estimation errors of 2.59 $$^\circ$$ ∘ and average classification accuracy of 92.97%. …”
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Ocular morbidity, visual impairment and its association with social factors in children attending primary healthcare services for any health-related problem in Pavagada, India – A... by Vasudha Kemmanu, Piyush V Naresh, Catey Bunce, Keerthi P Hudedagaddi, D Abhishek, G R Chandrakala, Richard Bowman, Aeesha N J Malik

“…Conclusion: Pavagada taluk has a significant unmet need for primary eye care services. …”
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Heuristic Usability Evaluation of Web-Based COVID-19 Management Dashboard by Somayyeh Zakerabasali, Farnaz Salehian

“…If these problems are not resolved, they will cause users’ time wasted, errors to increase, information quality to decrease, and users’ dissatisfaction and confusion.…”
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A clinical example of the effective use of collapse surgery in a patient with a cavity formation of an operated lung complicated by recurrent pulmonary hemoptysis by D. V. Donchenko, R. V. Tarasov, M. V. Chashchina, S. S. Sadovnikova, E. N. Adamovskaya, E. V. Krasnikova, M. A. Bagirov

“…To date, all pathognomonic clinical and radiological signs have not been identified for any disease manifested in the form of cavities in the lung, which leads to diagnostic errors, the frequency of which varies from 19 to 93.7% in various pathological processes in the lungs. …”
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High-Stress Shifts Among Orthopaedic Trainees Alter Cognitive Abilities and Surgical Performance by Kempland C. Walley MD, Michal Jandzinski MD, Ross Michaels MD, Jack Eichman BS, Mark Hake MD, Jaimo Ahn MD PhD, James Holmes MD

“…High-stress call shift exposure was also associated with significantly worse performance on psychomotor testing, a proxy for surgical performances, as demonstrated by higher aiming errors (P = 0.028) and miss distances (P = 0.046) on drilling exercises. …”
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The Challenges of Using Machine Translation in Rendering Arabic Texts into English by Haithm Zinhom

“…The paper also underlines the translation errors resulting from the use of machine translation in rendering modern English texts into Arabic and vice versa with focus on the translation of idiomatic expressions and proverbs. …”
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Numerical simulation on thermal decomposition of n-dodecane using CFD with reaction model by Tatsushi ISONO, Takuto MIYAURA, Yu DAIMON, Takuo ONODERA, Sadatake TOMIOKA

“…The conversion rate and heat absorption quantity given by the thermal decomposition, on the other hand, were underestimated by the simulation. The prediction errors should be coming from the approximation of the physical properties. …”
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Analysis of methods for modeling operating modes of compressor equipment that ensures the operation of field low-temperature separation units by M. A. Vorontsov, V. Yu. Glazunov, A. S. Grachev, M. S. Mashtalir, S. A. Pospelov, A. V. Chernyshev

“…An analysis and comparison of the obtained modeling results with actual data was carried out. Conclusion. When using the UMPH-2D modeling method, the smallest errors were obtained (no more than 2.0%), which, in turn, indicates its highest accuracy among the considered methods for recalculating the gas flow characteristics of high-pressure and multi-stage compressors.…”
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Evaluation of designed pharmaceutical pictograms among the Malaysian population by Anil Tumkur, Pravinkumar Ingle, Quinnie Ling Sze Ning, Nurul Asikin Bustamin, Tee Kai Heng, Chai Tze Leen, Ketan Hatware

“…Background: Poor medication adherence to treatment regimen and medication errors among patients are the main concerns for pharmacists. …”
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Comparative evaluation of several toric intraocular lens calculators for predicting postoperative refractive astigmatism in cataract surgery: a real-world study by Haocheng Xian, Bingzhen Li, Ziyao Xia, Chun Zhang, Xuemin Li

“…Postoperative refractive astigmatism prediction errors were comprehensively calculated and analyzed using vector analysis. …”
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Challenges in Collating Spirometry Reference Data for South-Asian Children: An Observational Study. by Sooky Lum, Vassiliki Bountziouka, Philip Quanjer, Samatha Sonnappa, Angela Wade, Caroline Beardsmore, Sunil K Chhabra, Rajesh K Chudasama, Derek G Cook, Seeromanie Harding, Claudia E Kuehni, K V V Prasad, Peter H Whincup, Simon Lee, Janet Stocks

“…Records with transcription errors, missing values for height or spirometry, and implausible values were excluded(n = 110).…”
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COping with Rheumatic Stressors (CORS) questionnaire: validated German translation and cross-cultural adaptation for patients with axSpA by Kristina Vaupel, David Kiefer, Sofia Ramiro, Uta Kiltz, Wim van Lankveld, Ludwig Hammel, Xenofon Baraliakos

“…Results Forward and backward translations of the CORS revealed minor discrepancies, mainly based on the degree of formal versus informal language usage, minor semantic errors or unusual syntax, which led to minor modifications in the wording. …”
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Modeling of heat transfer and hydraulic resistance in short and long straight round pipes with semicircular turbulators depending on geometric and operating parameters by I. E. Lobanov

“…The calculation technique based on finite volume solutions of the Reynolds equation, closed using the Menter shear stress transfer model and the energy equation on a multi-scale intersecting structured grid, made it possible, with acceptable errors, to calculate the average coefficients of hydraulic resistance and heat transfer in a pipe with different quantities annular semicircular ledges.Result. …”
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Simulating the Profile of a Radio Altimeter Echo Signal by M. A. Borodin

“…The existing applicate PDD models (linear, Gram-Charlier, combined model) are characterized by certain drawbacks leading to errors in assessing sea surface parameters based on the signal power profile. …”
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GoldPolish-target: targeted long-read genome assembly polishing by Emily Zhang, Lauren Coombe, Johnathan Wong, René L. Warren, Inanç Birol

“…This polishing accuracy is comparable to the current state-of-the-art, Medaka, while exhibiting up to 27-fold shorter run times and consuming 95% less memory, on average. Conclusion GoldPolish-Target, in contrast to most other polishing tools, offers the ability to target specific regions of a genome assembly for polishing, providing a computationally light-weight and highly scalable solution for base error correction.…”
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Preliminary image evaluation performance of radiographers in one New Zealand District: a 6‐month prospective study by Kim Lewis, Sibusiso Mdletshe, Andrea Doubleday, Tracey Pieterse

“…When the month‐to‐month results were analysed, the results demonstrated an improvement in participants' sensitivity, specificity, and accuracy over the 6‐month period. Conclusion The results of this study demonstrated that radiographers who participated in the study can perform PIE to a high standard that is comparable with the findings from international studies and demonstrated an improvement over 6 months. …”
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