Machine learning to identify suitable boundaries for band-pass spectral analysis of dynamic [ $$^{11}$$ 11 C]Ro15-4513 PET scan and voxel-wise parametric map generation by Zeyu Chang, Colm J. McGinnity, Rainer Hinz, Manlin Wang, Joel Dunn, Ruoyang Liu, Mubaraq Yakubu, Paul Marsden, Alexander Hammers

“…However, when errors occur, they can be large, owing to the sparsity of peaks. …”
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Usability of the BigO system in pediatric obesity treatment: A mixed-methods evaluation of clinical end-users by Niamh Arthurs, Sarah Browne, Rebekah Boardman, Shane O'Donnell, Gerardine Doyle, Tahar Kechadi, Arsalan Shahid, Louise Tully, Grace O’Malley

“…RUS for adolescents indicated that the tasks required of them via myBigO app were feasible, and technically efficient. No user-related errors were observed during tasks. Technical barriers reported by adolescents included notifications of battery optimization, misunderstanding image annotation language, and compatibility challenges with certain phone models. …”
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Acute pericarditis: features of diagnosis and treatment in real practice by K. M. Beseliia, A. V. Alabushev, S. А. Koroleva, L. L. Opieva, F. A. Eldzharkieva, M. S. Dolgaya, А. R. Gainutdinova, D. G. Gognieva

“…The main errors of treatment: incorrect doses of NSAIDs/GCS, absence of colchicine in therapy and terms of its administration in discharge epicrises, as well as absence of information about physical load limitations.…”
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ANALISIS KEMAMPUAN BERPIKIR LOGIS MATEMATIS SISWA PADA MATERI SISTEM PERSAMAAN LINEAR DUA VARIABEL by Mustafa A H Ruhama, Nurya Yasin, Karman La Nani

“…Students at KBLM Level 2 were able to say and write down what was known and not write down what is asked, can use the steps to solve systems of linear equations in two variables but make calculation errors in these steps, do not provide arguments about all the steps solve systems of linear equations in two variables, and do not draw conclusions correctly on the final answer…”
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Corrections to “SOC-Based Simulation of 3D MIMO Mobile-to-Mobile Fading Channels: A Riemann Sum Approach” by Raul A. Fabian-Rodriguez, Carlos A. Gutierrez, Francisco R. Castillo-Soria, Cesar A. Azurdia-Meza, Pablo Adasme

“…Since the publication of Gutiérrez et al. (2024), the authors have identified several typographical mistakes and some minor transcription errors. While these do not affect the primary results and conclusions of the paper, they may hinder accurate interpretation of the proposed simulation methods. …”
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Potential impact of data source and interoperability messaging on health information technology (HIT) users: a study series from the United States Department of Veterans Affairs by Jennifer Herout, Donna Baggetta, Amanda Cournoyer, Aaron S Dietz, Jane Robbins, Kyle Maddox, Jolie Dobre

“…However, HIE systems can have usability and technical issues, as well as fail to support user workflow.Objective Share the findings from a series of studies that address HIE system deficiencies for an Electronic Health Record (EHR) viewer which accesses multiple data sources.Methods A variety of methods were used, in a series of studies, to gain a better understanding of issues and their mitigation through use of promising EHR viewer features.Results The study series results are presented by the themes that underscore the importance for users to distinguish between data that are available but missing due to connection or system errors, data that are omitted entirely because they are not available and data that are excluded due to filtered search criteria.Conclusions The principal findings from this study series led to improvement recommendations for the EHR viewer, as well as citing areas that are ripe for further investigation and analysis.…”
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Hydrodynamic coefficients identification of ship simplified modular model based on support vector regression by Lifei SONG, Yuqing WANG, Wei PENG, Peiyong LI, Yushan LIu, Yongfeng ZHANG

“…The calculated values of root mean square error (RMSE) and correlation coefficient (CC) fall within a favorable range. …”
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Neuropsychological and Academic Performance in Colombian Children with Attention-Deficit Hyperactivity Disorder: A Comparative Study with a Control Group by Daniel Landínez-Martínez, Diana Montoya-Londoño, Lorena Aguirre-Aldana, Carmen Dussán-Lubert, Carolina Robledo-Castro, Antonio Partida-Gutierrez de Blume

“…They showed deficits in IQ, metalinguistic skills, reading, writing, memory, attention, and executive function, with increased errors and heterogeneity across tasks. <b>Conclusions:</b> For future research, it is necessary to address ADHD through mixed-methods studies that enrich quantitative findings with the lived experiences of children and families affected by ADHD. …”
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Augmented Reality in Dentistry: Enhancing Precision in Clinical Procedures—A Systematic Review by Francesco Puleio, Vincenzo Tosco, Rosario Pirri, Michele Simeone, Riccardo Monterubbianesi, Giorgio Lo Giudice, Roberto Lo Giudice

“…In dentistry, digital planning on bidimensional screens lacks real-time feedback, leading to potential errors. However, it is not clear if AR can improve the clinical treatment precision. …”
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Digital Pharmacotherapy Support for Medication Adherence by S. A. Zaveryachev, E. E. Lotnik, M. A. Gilavyan, E. A. Yusupovskaya, K. A. Koshechkin

“…Compared with classical daily dosing, individualised regimens significantly increase the risk of adherence errors. Significant consequences of non-adherence include exacerbation of the disease, insufficient effectiveness of treatment, adverse drug reactions, and drug resistance. …”
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Artificial Intelligence in the Organization of Nursing Care: A Scoping Review by João Ventura-Silva, Maria Manuela Martins, Letícia de Lima Trindade, Ana da Conceição Alves Faria, Soraia Pereira, Samuel Spiegelberg Zuge, Olga Maria Pimenta Lopes Ribeiro

“…The contributions of using these tools in the organization of nursing care include improvements in operational efficiency, decision support and diagnostic accuracy, advanced interaction and efficient communication, logistical support, workload relief, and ongoing professional development. Conclusions: AI tools such as automated alert systems, predictive algorithms, and decision support transform nursing by increasing efficiency, accuracy, and patient-centered care, improving communication, reducing errors, and enabling earlier interventions with safer and more efficient quality care.…”
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Trends in electronic health record metadata use for management purposes by Nuo Xu, Ishwar Badwaik, Gunwoo Lee, Eric W. Ford

“…These trends are indicative of the growing importance of EHR metadata in management decision‐making, clinical quality improvement, and optimizing workforce efficiency. Conclusions EHR metadata holds great promise as a managerial and health service research source. …”
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Application of deep learning models in gastric cancer pathology image analysis: a systematic scoping review by Sijun Xia, Yuanze Xia, Ting Liu, Yiming Luo, Patrick Cheong-Iao Pang

“…The applicability to different types and stages of GC is also unclear. Conclusions Future research must build larger, more diverse, and more representative datasets. …”
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Application of Linear Additive Conditions for Near-Infrared Diffuse Reflectance Absorption Spectroscopy by Zhiyue Feng, Guimin Cai, Tiancheng Huang, Hubin Liu, Jianhua Zheng, Zengrong Yang, Longlian Zhao, Junhui Li

“…The above conclusions also hold for sorghum, which has a complex material composition. …”
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Improving the accuracy of calculating the speed of movement at the time of an accident in collisions with incomplete overlap of a part of the car by E. V. Golov

“…With the help of the coefficient of variation, the specialist has a tool for selecting and ignoring individual measurements of the depth of penetration, depending on the degree of overlap and on the ‘spread’ of the deformation values.Conclusions. After studying a number of collisions with incomplete overlap and excluding the ‘extra’ values of penetration, the speed equivalent to the energy cost for the development of residual deformations and errors (the difference between the true collision speed and the established one without taking into account the ‘falling out’ values of deformations) was calculated and it was found that the use of the algorithm taking into account the coefficient of variation led to sufficiently accurate calculation results.Discussions. …”
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Eosinophilic myocarditis in dilated cardiomyopathy: a case report by Mengxuan Li, Hong Chen

“…Although endocardial myocardial biopsy is considered the gold standard for diagnosis, sampling errors can lead to false-negative results. This case report discusses the diagnosis and treatment of dilated cardiomyopathy in a patient with EM. …”
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THE METHOD FOR PREDICTIVE ASSESSMENT OF THE CONDITION OF PATIENTS WITH ATOPIC DERMATITIS AT DIFFERENT STAGES OF THE DISEASE by Oleg Avrunin, Alexey Trubitcin, Viktoriia Klymenko

“…The calculated distances can be ranked and the probabilities of correspondence of the given case to specific pathologies can be determined. Conclusions. The prospect of further work is to substantiate the metrological characteristics of the method to eliminate possible systematic errors associated with the method of obtaining optical information.…”
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Quantitative capabilities of commercial CZT SPECT-CT cameras with 99mTc by Alain Seret, Claire Bernard

“…Finally, a quantification error of less than 5% was shown to be reachable when using adequate user-determined conversion factors. …”
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Interventions to improve the use of EMRs in primary health care: a systematic review and meta-analysis by Noura Hamade, Amanda Terry, Monali Malvankar-Mehta

“…Interventions focused on data quality were five and a half times more likely to show improvements in EMR use compared with controls.Conclusions Individuals in primary healthcare settings aiming to improve EMR use would benefit from implementing interventions focused on EMR feature add-ons such as clinical decision support systems and customised referral templates, and provisions of educational materials, or financial incentives targeted at improving the use of EMR functions and data quality.…”
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Turkish Chest X-Ray Report Generation Model Using the Swin Enhanced Yield Transformer (Model-SEY) Framework by Murat Ucan, Buket Kaya, Mehmet Kaya

“…It will also reduce potential human errors during diagnosis by supporting doctors in their decision-making.…”
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