Synthesis and characterization of hematite nanomaterials imprinted with acetone, ethanol and methanol for AI-Based IoT gas sensor arrays by Rana M. Abdelghani, Abd El-Hady B. Kashyout, Iman Morsi, Taha Elsayed Taha, Naglaa F. Soliman, Walid El-Shafai

“…Regression analysis further demonstrated that the RF-GB model achieved an ideal coefficient of determination (R2 = 1) across all three gases, with RF and RF-GB-NN yielding R2 values of 0.999. …”
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Chitosan Nanoparticles Enhance the Antiproliferative Effect of Lapachol in Urothelial Carcinoma Cell Lines by Tatiane Roquete Amparo, Kamila de Fátima da Anunciação, Tamires Cunha Almeida, Lucas Resende Dutra Sousa, Viviane Flores Xavier, Janaína Brandão Seibert, Ana Paula Moreira Barboza, Paula Melo de Abreu Vieira, Orlando David Henrique dos Santos, Glenda Nicioli da Silva, Geraldo Célio Brandão

“…The nanoformulations were characterized in terms of particle size and polydispersity index (PDI) using photon correlation spectroscopy, and zeta potential by electrophoretic mobility. Encapsulation efficiency was determined by ultracentrifugation, and the drug release was analyzed using the dialysis method. …”
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Fermentation endpoint detection of Soybean using specially designed Pd-coated FBG stress sensor by Jawad Mirza, Jawad Mirza, Ahmad Atieh, Benish Kanwal, Firdos Kanwal, Imran Aziz, Imran Aziz, Ahmad Almogren

“…Our findings confirm that this method provides a simple, efficient, and real-time solution for monitoring the fermentation process of organic compounds that produce H2 offering significant advantages over traditional techniques.…”
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Combining miRNA concentrations and optimized machine-learning techniques: An effort for the tomato storage quality assessment in the agriculture 4.0 framework by Seyed Mohammad Samadi, Keyvan Asefpour Vakilian, Seyed Mohamad Javidan

“…As expected, the results showed rather poor values of the coefficient of determination (R2) of the artificial neural network (ANN), support vector machine (SVM), and random forest (RF) with pre-adjusted values for their hyperparameters. …”
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Problems associated with psychological barriers in general professional training of future doctors by Ya. T. Zhakupova, O. A. Shumakova, V. S. Chulkov, E. N. Serebryakova, V. A. Shumakov

“…The determination of individual characterological features was carried out using the character accentuation method by G. …”
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ARMNet: A Network for Image Dimensional Emotion Prediction Based on Affective Region Extraction and Multi-Channel Fusion by Jingjing Zhang, Jiaying Sun, Chunxiao Wang, Zui Tao, Fuxiao Zhang

“…In comparison to the existing methods, experiments conducted on the CGnA10766 dataset demonstrate that the performance of valence and arousal, as measured by Mean Squared Error (MSE), Mean Absolute Error (MAE), and Coefficient of Determination (R²), has improved by 4.74%, 3.53%, 3.62%, 1.93%, 6.29%, and 7.23%, respectively. …”
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THE STUDY OF FRACTIONATION OF WHEAT BRAN FERMENTATIVE HYDROLYSATE WITH AMBERLITE XAD-4 by Bakholdina L.A., Sevodin V.P.

“…The quantitative content of bound and free ferulic acid in the fractions was determined using the method of Folin-Ciocalteu (in application to ferulic acid), and the quantitative content of free ferulic acid was determined with the help of capillary electrophoresis. …”
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Composting for a More Sustainable Palm Oil Waste Management: A Systematic Literature Review by Jajang Supriatna, Mieke Rochimi Setiawati, Rija Sudirja, Cucu Suherman, Xavier Bonneau

“…In contrast, new challenges for better processing to produce organic fertilizers and applicable technologies for sustainable waste management are recommended. The method must be affordable, efficient, and practical, combining compost quality with maximum nutrient recovery.…”
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An automatic approach to detect skin cancer utilizing active infrared thermography by Ricardo F. Soto, Sebastián E. Godoy

“…This automated detection system performs comparably to high-accuracy methods while offering a more standardized and efficient solution. …”
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Investigating the Effectiveness of Compassion-Focused Therapy on Caregiver Burden and Psychological Flexibility in Caregivers of Elderly With Alzheimer Disease by Seyed Farzan Madani, Pegah Farokhzad

“…Methods & Materials The semi-experimental research method and the statistical population consisted of caregivers of elderly patients with AD referred to neurology clinics in Tehran, Iran, in the spring of 2023. …”
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The Effect of Telephone Health Training on Perceived Stress of Mothers with Premature Infants Discharged from Hospital by Hossein Tavangar, Marjan Alichi, Zahra Pourmovahed

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Multi-scale feature fusion keypoint detection network for ship draft line localization by Bo Zhang, Yumengmeng Yin, Kefu Ma, Hong Wang

“…Existing deep learning-based methods for draft line detection primarily use segmentation techniques to segment the entire body of water before determining the waterline. …”
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Led source of light with high light circuit by R. R. Shiriev, A. N. Borisov, A. A. Valeev

“…Suggest a way to improve the heat transfer properties of the radiator of the LED light source.METHODS. When solving the tasks set, the method of retrospective-prospective meta-analysis was used, computer programs of automatic design systems and direct determination of technical parameters using measuring instruments were used.RESULTS. …”
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Investigation of Drug Therapy Management in Patients Considered Candidates for Cardiac Surgery at Yazd Shohadaye Kargar Hospital in 2022 — A Cross-Sectional Study by Azam Mansori, Sahar Mesbah, Zahra Bagheri, Golnaz Afzal

“…Therefore, developing systematic strategies and determining efficient evaluation points in the pharmaceutical chain to reduce the occurrence of pharmaceutical errors seems necessary.…”
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Neural network-based segmentation model for breast cancer X-ray screening by N. I. Rozhkova, P. G. Roitberg, A. A. Varfolomeeva, M. M. Mazo, A. N. Dobrenkii, D. S. Blinov, E. V. Sushkov, O. N. Deryabina, A. I. Sokolov

“…The segmentation accuracy was determined by Intersection over Union (IoU) similarity coefficient, the probability of malignancy was calculated using the binary classification metrics. …”
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Enhancing the mechanical properties’ performances coconut fiber and CDW composite in paver block: multiple AI techniques with a Performance analysis by G. Uday Kiran, G. Nakkeeran, Dipankar Roy, Sumant Nivarutti Shinde, George Uwadiegwu Alaneme

“…The outcomes from both the training and testing phases demonstrated the strong predictive power of RSM, SVM, GB, ANN, and RF with a criterion used Root Mean square error (RMSE), Mean square error (MSE), Mean Absolute Error (MAE) and correlation coefficient (R). Moreover, the results demonstrated that GB and ANN provide enhanced performance in comparison to SVM and RF for determining testing factors.…”
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Anomaly Detection of Deepfake Audio Based on Real Audio Using Generative Adversarial Network Model by Daeun Song, Nayoung Lee, Jiwon Kim, Eunjung Choi

“…In this study, we imaged speech using mel-spectrogram and mel-frequency cepstral coefficient (MFCC), which are speech preprocessing methods. …”
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An evolutionary algorithm-based numerical material testing system based on a crystal plasticity finite element model by Komatsu Koki, Oya Tetsuo

“…Determining all necessary material parameters by simple material tests through numerical material testing method is effective for efficient forming simulation because it allows using complex material models with minimal effort. …”
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Cerebral Oximetry for the Prediction of Neurological Dysfunction in Cardiosurgical Patients by A. N. Shepelyuk, T. V Klypa, Yu. V. Nikiforov

“…Subject and methods. One hundred and eighty-six patients aged 55.0±0.6 years were examined. …”
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Prediction Model of Pipeline Push Resistance in Tunnels by Lianmin Cao, Mingxing Zhu, Dekang Zhang, Ying Zhen, Xu Zhang, Yuguang Cao

“…The installation of pipes in tunnel construction using the external welding method requires the assistance of a pipe pusher and roller support to push the welded pipe into the tunnel. …”
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