Determination of Colles fracture risk index by X-ray images with the computer vision application by Wisam A. Hussein, Hussain J. AlKhatteib, Jawad K. Abbas

“…By implementing image thresholding, normalization and registration techniques, validated bone images were obtained and analyzed using computer vision algorithms. …”
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On the issue of ensuring secure access to information systems using biometric authentication based on a fuzzy image of the user’s identity and neural network transformations by O. I. Bokova, S. V. Kanavin, N. S. Khokhlov, I. V. Gilev, L. A. Lekar

“…Based on two-step authentication of the user’s identity, secure access to the information systems of registered users is implemented. A listing of the program code in Python for creating and training a neural network of a bioidentifier classifier is provided. …”
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A federated learning-based privacy-preserving image processing framework for brain tumor detection from CT scans by Abdullah Al-Saleh, Ghanshyam G. Tejani, Shailendra Mishra, Sunil Kumar Sharma, Seyed Jalaleddin Mousavirad

“…Preprocessing techniques include anisotropic diffusion filtering, morphological operations, and mutual information-based image registration. Updates to the model are made secure and tamper-evident on the Ethereum network with its private blockchain and SHA-256 hashing scheme. …”
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Leveraging Datathons to Teach AI in Undergraduate Medical Education: Case Study by Michael Steven Yao, Lawrence Huang, Emily Leventhal, Clara Sun, Steve J Stephen, Lathan Liou

“…To assess the efficacy of the datathon as an educational experience, an opt-in postdatathon survey was sent to all registered participants. Survey responses were deidentified and anonymized before downstream analysis to assess the quality of datathon experiences and areas for future work. …”
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Insights into sustainability and circular economy trends in luxury fashion: A LinkedIn topic modelling study by Aya Abdelmeguid, Georgios Tsironis, Mohamed Afy-Shararah, Konstantinos P. Tsagarakis, Konstantinos Salonitis

“…Leveraging readily available qualitative and quantitative data from LinkedIn profiles, this research employs Latent Dirichlet Allocation analysis to uncover relevant topics within a dataset comprising 1115 companies registered in the “Apparel and Fashion” and “Textiles” industries. …”
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Machine learning algorithm to predict in-hospital mortality after aneurysmal subarachnoid hemorrhage by Juri V. Kivelev, Alexey L. Krivoshapkin, Albert A. Sufianov

“…To develop an ML algorithm of application of recurrent neural network to analyze clinical datasets of patients with aneurysmal subarachnoid hemorrhage (SAH).Materials and methods. A big data registry included retrospective data from 2,631 patients with an arterial aneurysm. …”
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Image Processing Application for Pluripotent Stem Cell Colony Migration Quantification by Timofey Chibyshev, Olga Krasnova, Alina Chabina, Vitaly V. Gursky, Irina Neganova, Konstantin Kozlov

“…The developed procedure consists of three major stages, namely, image registration, object detection and tracking. Registration using discrete Fourier transform and tracking based on the solution of a linear assignment problem was implemented as console programs in the Python 3 programming language using a variety of packages. …”
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Development and validation of a machine learning model to predict hemostatic intervention in patients with acute upper gastrointestinal bleeding by Kajornvit Raghareutai, Watcharaporn Tanchotsrinon, Onuma Sattayalertyanyong, Uayporn Kaosombatwattana

“…Further development and identification of more specific features might improve prediction performance. Trial Registration None (Retrospective cohort study) Patient & Public Involvement None…”
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La prueba electrónica en los procesos penales en Ecuador en concordancia con celeridad y economía procesal by Iván Alejandro Riofrio García, Wagner Guido Morales Román, Johanna Irene Escobar Jara, Fátima Eugenia Campos Cárdenas

“…Esta informatización busca garantizar la autenticidad, integridad y trazabilidad de las evidencias digitales mediante protocolos y herramientas tecnológicas seguras, como firmas electrónicas y registros criptográficos. La propuesta fue validada positivamente por un grupo de 11 expertos, quienes resaltaron su consistencia normativa y viabilidad, lo que infunde confianza en su implementación. …”
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Enhanced Efficiency in SMEs Attendance Monitoring: Low Cost Artificial Intelligence Facial Recognition Mobile Application by Hong-Danh Thai, Yeong-Seok Seo, Jun-Ho Huh

“…We try to enhance the real-time registration and identification flow with the camera of employees’ mobiles by handling large data streams and integrating the system with a cloud-based solution. …”
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Interacción computacional entre BIM y SAP para modelamiento de la deformación de cables aéreos en subestaciones de alta tensión by Hector Oviedo, Gilbert L. Bothia, Elkin L. Henao

“…Adicionalmente, se conectan los resultados de deformación con una aplicación desarrollada en Dynamo-Python para complementar el modelo BIM en Revit. La metodología se valida según casos de conexión documentados por el Pacific Earthquake Engineering Research Center (PEER), el cual registra medidas de deformación para cables empleados en subestaciones eléctricas bajo diferentes escenarios de carga e instalación. …”
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La prueba electrónica en los procesos penales en Ecuador en concordancia con celeridad y economía procesal by Iván Alejandro Riofrio García, Wagner Guido Morales Román, Johanna Irene Escobar Jara, Fátima Eugenia Campos Cárdenas

“…Esta informatización busca garantizar la autenticidad, integridad y trazabilidad de las evidencias digitales mediante protocolos y herramientas tecnológicas seguras, como firmas electrónicas y registros criptográficos. La propuesta fue validada positivamente por un grupo de 11 expertos, quienes resaltaron su consistencia normativa y viabilidad, lo que infunde confianza en su implementación. …”
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Social Media Network Analysis of Academic Urologists’ Interaction Within Twitter Microblogging Environment by Spencer H. Bell, Clara Sun, Emma Helstrom, Justin M. Dubin, Ilaha Isali, Kirtishri Mishra, Andrew Gianakopoulos, Seyed Behzad Jazayeri, Mohit Sindhani, Lee Ponsky, Alexander Kutikov, Casey Seideman, Andres Correa, Diana Magee, Laura Bukavina

“…When assessing registered accounts by sex, there was a peak for male faculty in 2014 (10.05% of all accounts registered) and peak for female faculty in 2015 (2.65%). …”
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Social Media Network Analysis of Academic Urologists’ Interaction Within Twitter Microblogging Environment by Spencer H. Bell, Clara Sun, Emma Helstrom, Justin M. Dubin, Ilaha Isali, Kirtishri Mishra, Andrew Gianakopoulos, Seyed Behzad Jazayeri, Mohit Sindhani, Lee Ponsky, Alexander Kutikov, Casey Seideman, Andres Correa, Diana Magee, Laura Bukavina

“…When assessing registered accounts by sex, there was a peak for male faculty in 2014 (10.05% of all accounts registered) and peak for female faculty in 2015 (2.65%). …”
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La prueba electrónica en los procesos penales en Ecuador en concordancia con celeridad y economía procesal by Iván Alejandro Riofrio García, Wagner Guido Morales Román, Johanna Irene Escobar Jara, Fátima Eugenia Campos Cárdenas

“…Esta informatización busca garantizar la autenticidad, integridad y trazabilidad de las evidencias digitales mediante protocolos y herramientas tecnológicas seguras, como firmas electrónicas y registros criptográficos. La propuesta fue validada positivamente por un grupo de 11 expertos, quienes resaltaron su consistencia normativa y viabilidad, lo que infunde confianza en su implementación. …”
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La prueba electrónica en los procesos penales en Ecuador en concordancia con celeridad y economía procesal by Iván Alejandro Riofrio García, Wagner Guido Morales Román, Johanna Irene Escobar Jara, Fátima Eugenia Campos Cárdenas

“…Esta informatización busca garantizar la autenticidad, integridad y trazabilidad de las evidencias digitales mediante protocolos y herramientas tecnológicas seguras, como firmas electrónicas y registros criptográficos. La propuesta fue validada positivamente por un grupo de 11 expertos, quienes resaltaron su consistencia normativa y viabilidad, lo que infunde confianza en su implementación. …”
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Predicting suicidal behavior outcomes: an analysis of key factors and machine learning models by Mohammad Bazrafshan, Kourosh Sayehmiri

“…Materials and methods This study utilized data recorded in the suicidal behavior registry system of hospitals in Ilam Province. In the first phase, duplicate records were removed, and the data was numerically encoded via Python version 3.11; then, the data was analyzed using chi-square and Fisher’s exact tests in SPSS version 22 software to identify the factors influencing suicidal behavior mortality. …”
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Feasibility of Digitally Identifying and Minimizing Stressors in Palliative Care Workplaces by Measuring Stress Continuously for Nurses Through Wearable Sensors (DiPa): Protocol fo... by Aaron Seehausen, Wencke Chodan, Florian Höpfner, Carolin Schneider, Sabine Felser, Hugo Murua Escobar, Mario Aehnelt, Christian Junghanss

“…ConclusionsThe DiPa study aims at testing the feasibility of measuring and merging subjective and objective stress parameters for palliative care nurses. Trial RegistrationGerman Register for Clinical Studies DRKS00024425; https://drks.de/search/en/trial/DRKS00024425/details International Registered Report Identifier (IRRID)DERR1-10.2196/63549…”
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Implementing intelligent nursing interventions to enhance self-efficacy and hospital readiness in parents of preterm infants: a randomised controlled trial protocol by Hong Zhang, Kang Lin, Shaoyan Zhang, Zhihan Zhang, Wenxia Zheng, Zhenyu Chen, Zibin Lin, Niyang Lin

“…The authors intend to submit their findings for publication in peer-reviewed journals or academic conferences.Trial registration number NCT06635473.…”
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Análise crítica dos Problemas Relacionados a Medicamentos advindos de erros de prescrição em ambiente hospitalar by Sérgio Ricardo Fernandes de Araujo, Ana Roberta Pereira Johnson dos Anjos

“…Focando em pacientes adultos internados, avaliamos intervenções farmacêuticas registradas, abordando desde a indicação até o risco de efeitos adversos. …”
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