Intention-aware exercise recommendation enhanced by deep forgetting modeling for e-learning by Zezheng Wu, Jingwei Zhang, Minghao Liu, Xiaoyang Huang, Qing Yang

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Machine learning and complex network analysis of drug effects on neuronal microelectrode biosensor data by Manuel Ciba, Marc Petzold, Caroline L. Alves, Francisco A. Rodrigues, Yasuhiko Jimbo, Christiane Thielemann

“…Microelectrode array recordings of neuronal networks exposed to bicuculline, a GABA $$_A$$ receptor antagonist known to induce hypersynchrony, demonstrated the workflow’s ability to detect and characterize pharmacological effects. The workflow integrates network-based features with synchrony, optimizing preprocessing parameters, including spike train bin sizes, segmentation window sizes, and correlation methods. …”
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Real-Time Acoustic Measurement System for Cutting-Tool Analysis During Stainless Steel Machining by Tom Salm, Kourosh Tatar, José Chilo

“…This study presents a sound-based tool-wear monitoring system designed to overcome the limitations of conventional methods that focus solely on gradual and predictable wear patterns. …”
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Transforming molecular diagnostics learning: the power of gamification in higher medical education by Hua Zhu, Wei Zeng, Li Chen

“…The findings underscore the potential of gamification in medical education and highlight future directions, including AI-driven personalization and refined collaborative tasks, to optimize learning outcomes.…”
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The role of the patients register in early diagnostics of familial adenomatosis coli by A. M. Kuzminov, A. V. Karpuhin, Yu. Yu. Chubarov, I. Yu. Sachkov, T. A. Savel’yeva

“…To estimate efficacy of the Register of patients with familial adenomatosis coli.Material and methods. Overall 1036 patients with familial adenomatosis coli were observed. …”
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A fair dividend approach for aggregating wearable sensor data to improve electronic health records. by Turki M Alanazi, Noha Alduaiji, Chahira Lhioui, Rim Hamdaoui, Somia Asklany, Monia Hamdi, Ali Elrashidi, Ghulam Abbas

“…This technology is used to detect aberrant occurrences and predict medical dangers. …”
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Investigating the Impact of Voxel Size and Postfiltering on Quantitative Analysis of Positron Emission Tomography/Computed Tomography: A Phantom Study by Ahmed Abdel Mohymen, Hamed Ibrahim Farag, Sameh M. Reda, Ahmed Soltan Monem, Said A. Ali

“…These findings emphasize the need to optimize the reconstruction parameters to enhance the clinical utility of PET/CT in detecting and evaluating malignant lesions.…”
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COMPUTED ANGIOGRAPHY IN DEDICATED ASSESSMENT OF OCCLUSIVE CAROTID DISEASE FOR RECONSTRUCTIVE SURGERY PLANNING by M. V. Vishnyakova Jr, I. N. Pronin, R. N. Lar’kov, M. V. Vishnyakova

“…Objective – to optimize dedicated assessment of carotid arteries in case of occlusive disease with computed angiography (CTA).Material and methods. …”
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Pilot Study on Visual Function and Fundus Autofluorescence Assessment in Diabetic Patients by Ana M. Calvo-Maroto, José J. Esteve-Taboada, Rafael J. Pérez-Cambrodí, David Madrid-Costa, Alejandro Cerviño

“…FAF and optimized-FAF images could be a useful complementary tool for detecting early alterations associated with the development and progression of DR.…”
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An Updated Model Does Not Reveal Sex Differences in Patellofemoral Joint Stress during Running by Laura Jacobson, C. Nathan Vannatta, Catherine Schuman, Thomas W. Kernozek

“… # Conclusion The inclusion of static optimization to estimate quadriceps muscle force and sex-specific contact area of the patellofemoral joint did not reveal sex differences in patellofemoral joint stress, but differences in non-sagittal plane hip motion were detected. …”
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Enteroviruses in the etiology of acute respiratory viral infections in children, Novosibirsk, Russia by O. G. Kurskaya, T. A. Saroyan, A. R. Nokhova, N. A. Dubovitskiy, A. A. Derko, P. S. Basova, T. A. Gutova, M. V. Solomatina, T. A. Murashkina, K. A. Sharshov

“…Influenza virus was detected in 14.2 % of the examined children. Enteroviruses were detected in 9.2 % of cases and rhinovirus was detected in 10.8 % of the examined children.   …”
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Electron Paramagnetic Resonance in Lignocellulosic Biomass Pyrolysis Mechanism: Advancements, Applications, and Prospects by Zhongyang Luo, Longyi Liu, Feiting Miao, Wanchen Zhu, Longfei Li, Yuanlin Wang

“…It starts with the advancements of EPR, including EPR spectroscopy principles, radical trapping methods, and spectrum analysis. This review establishes the radical-mediated reaction pathway spanning model compounds to native lignocellulosic biomass, via detecting and identifying the key radicals in the pyrolysis process and pyrolysis products. …”
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Comparative Study of Free Amino Acid Profiles in Underground Organs of Several Species of the Genus Rumex During Different Phases of the Vegetation Cycle by A. M. Poluyanov, U. A. Matvienko, A. Yu. Sokolova, A. E. Savelyeva, N. A. Durnova, N. V. Bobkova

“…Therefore, understanding the dynamics of bioactive compound accumulation in plants throughout their phenological phases of development is critical to optimizing their potential health benefits.Aim. To compare qualitative composition and dynamics of AA accumulation in the underground organs of four representatives of the Rumex genus: R. confertus, R. crispus L., R. obtusifolius L., R. aquaticus L. of three different vegetative phases.Materials and methods. …”
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Exploring the influence of sex and age on the quality and flavor of Huai goat longissimus thoracis et lumborum through transcriptomic and metabolomic analyses by Haoyuan Han, Ziru Kuai, Zhiyun Yao, Xi Lei, Huibin Shi, Jun Li, Kun Liu, Huiru Yin, Yongqing Wang, Kai Quan

“…Abstract Background The aim of this study was to investigate the effects of age and sex on the composition of fatty acids, amino acids, and vitamins in the longissimus thoracis et lumborum (LTL) of Huai goats. Methods The longissimus thoracis et lumborum tissues of eight Huai goats were collected postslaughter and analyzed for amino acids, fatty acids, and vitamins by gas chromatography‒mass spectrometry (GC‒MS) and standard methods. …”
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A Multimodal Pain Sentiment Analysis System Using Ensembled Deep Learning Approaches for IoT-Enabled Healthcare Framework by Anay Ghosh, Saiyed Umer, Bibhas Chandra Dhara, G. G. Md. Nawaz Ali

“…In the second phase, the system extracts discriminant and divergent features from the facial region using deep learning techniques, utilizing some convolutional neural network (CNN) architectures, which are further refined through transfer learning and fine-tuning of parameters, alongside fusion techniques aimed at optimizing the model’s performance. The third phase performs the speech-audio recording preprocessing; the extraction of significant features is then performed through conventional methods followed by using the deep learning model to generate divergent features to recognize audio-based pain sentiments in the fourth phase. …”
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Advanced Battery Management for Electric Vehicles: Charge Monitoring and Fire Security by Romaisa Shamshad Khan, Abdul Aziz, Rehan Babar, Kashif Abbas, Nusri Elahi, Muhammad Abdullah Abdullah

“…The study also presents an outline of countermeasures that can reduce the liability of battery fires, including the optimization of heat dissipation systems, sensors for detecting the onset of fire, and fire extinguishing systems. …”
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TLC determination of some flavanones in the buds of different genus Populus species and hybrids by Pobłocka-Olech Loretta, Migas Piotr, Krauze-Baranowska Mirosława

“…Flavonoids in the buds of eight Populus species and hybrids were detected and compared with the aid of an optimized TLC method. …”
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Changes in tumor necrosis factor-a (TNF-a), interleukin-6 (IL-6), matrix metallopeptidase-2/9 (MMP-2/9), and T-lymphocyte subsets in patients undergoing thoracoscopic surgery under... by Cai Shuxin, Zhang Yannan

“…Background: Non-small-cell lung cancer (NSCLC) remains one of the most common malignancies worldwide, posing a great potential threat to the health and life safety of patients. Methods: One hundred and fifty NSCLC patients admitted to our hospital from September 2022 to September 2023 were selected whose inflammatory response and changes in T-lymphocyte subpopulations before and after surgery were detected, and patients' psychological status was investigated. …”
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Somaclonal Variation and Clonal Fidelity in Commercial Micropropagation: Challenges and Perspectives by Sweety Majumder, Abir U. Igamberdiev, Samir C. Debnath

“…The advancements in tissue culture methods have become a feasible option for the micropropagation of plants at the commercial level. …”
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Effects of Ply Misalignment in Material Characterization of Composite Laminates by Michael Franz, Racim Radjef, Boris Eisenbart, Sandro Wartzack

“…Thus, the question arises whether such variations can be detected with standardized testing methods. In this study, artificial fiber misalignment has been introduced into the outer plies of standardized tensile specimens to explore the influence of such variations on the mechanical properties. …”
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