Automated yield prediction in vineyard using RGB images acquired by a UAV prototype platform by Giorgia Orlandi, Alessandro Matese, Alessandro Ulrici, Rosalba Calvini, Andrea Berton, Salvatore Filippo Di Gennaro

“…However, traditional monitoring methods, which rely on visual assessments or destructive sampling, face significant limitations, including subjectivity and lengthy processing times. …”
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Combined Cytotoxic Effects of the Fungicide Azoxystrobin and Common Food-Contaminating Mycotoxins by Cristina Fuentes, Veronica Zingales, José Manuel Barat, María-José Ruiz

“…Cytotoxic effects were evaluated using the resazurin and MTT assays in human hepatocarcinoma (HepG2) cells after 24 h of exposure, and the type of interaction between the compounds was determined using the isobologram method. Results showed that T-2 was the most cytotoxic compound, followed by DON, OTA, and AZX. …”
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Effect of the dynamic curve type from the perifocal infiltration zone obtained by magnetic resonance imaging on prognosis in pelvic pathologies in women by T. A. Bergen, V. A. Fokin, G. E. Trufanov, A. V. Smagina, I. A. Soynov

“…The aim of the study is to evaluate the role and prognostic significance of magnetic resonance imaging (MRI) perfusion methods in prognosis of disease course and outcome based on evaluation of the perifocal infiltration zone in pelvic disorders in women.Materials and methods. …”
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Landslide hazard zonation using of model Shannon entropy(case study: Taleghan watershed) by Mehdi feyzolahpour, marziye manafi, reza khoshraftar

“…The accuracy of the method (P) for the entropy model was equal to 0.24, indicating a more appropriate resolution of the risk zones in this method.…”
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DYNAMICS OF INCIDENCE WITH MYOCARDIAL INFARCTION IN THE POPULATION OF KUZBASS AND THE RUSSIAN FEDERATION FOR THE PERIOD 2011-2019 by Андрей Георгиевич Петров, Николай Владимирович Абрамов, Сергей Анатольевич Макаров, Сергей Николаевич Филимонов, Виктор Андреевич Семенихин, Наталья Степановна Черных

“…In order to establish a trend and identify the dynamics of the studied number of indicators as it would be outside the influence of «random» factors, the method of alignment by the method of least squares was applied. …”
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Early Detection of Malignant Cells in Gastric Lavage via Hexokinase 2 and Single-Cell Sequencing for Gastric Cancer Diagnosis by Qian P, Sun J, Zhao Z, Lu P

“…Peiyu Qian,1,2,* Jie Sun,3,* Zhenya Zhao,4 Peihua Lu5 1Institutes of Biomedical Sciences, Fudan University, Shanghai, 200032, People’s Republic of China; 2Minhang Fudan Medical Education Research Center, Minhang District Central Hospital, Fudan University, Shanghai, 201100, People’s Republic of China; 3Center of Clinical Research, the Affiliated Wuxi People’s Hospital of Nanjing Medical University, Wuxi Medical Center, Nanjing Medical University, Wuxi, 214023, People’s Republic of China; 4International Medical Care Center, Shanghai General Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, 201620, People’s Republic of China; 5Department of Oncology, the Affiliated Wuxi People’s Hospital of Nanjing Medical University, Wuxi Medical Center, Nanjing Medical University, Wuxi, 214023, People’s Republic of China*These authors contributed equally to this workCorrespondence: Peihua Lu, Department of Oncology, The Affiliated Wuxi People’s Hospital of Nanjing Medical University, Wuxi Medical Center, Nanjing Medical University, Wuxi, 214023, People’s Republic of China, Tel +8613918164127, Email lphty1_1@163.com Zhenya Zhao, International medical care Center, Shanghai General Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, 201620, People’s Republic of China, Tel +8615221091968, Email 15221091968@163.comObjective: Gastric cancer represents a significant global health challenge due to its high prevalence and mortality rates, largely attributed to the limitations of current screening methods, such as endoscopy, which impede early diagnosis. …”
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Microbiological Diagnostic Performance and Clinical Effect of Metagenomic Next-Generation Sequencing for the Detection of Immunocompromised Patients With Community-Acquired Pneumon... by Zheng H, Peng P, Wang S, Zhang B, Yang L, Wang Y, Li L, Pang G

“…This study aimed to evaluate the diagnostic efficacy and clinical applicability of mNGS for immunocompromised patients with CAP compared to the culture method.Methods: This study included 168 patients. …”
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ENGLISH LANGUAGE AND SOCIAL LIFE INNOVATIONS (2010–2021) by Yuriy A. Zatsnyi., Margaryta О. Zaitseva.

“…The aim was reached by using both general scientific (analysis, synthesis, systematisation, classification, induction, deduction) and strictly linguistic methods (random sampling and observation method, lexico-semantic and contextual analysis, interpretation of dictionary definitions). …”
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High-Fidelity Synthetic Data Generation Framework for Unique Objects Detection by Nataliya Shakhovska, Bohdan Sydor, Solomiia Liaskovska, Olga Duran, Yevgen Martyn, Volodymyr Vira

“…This research explores methods for generating realistic synthetic images that preserve the visual properties of target objects, ensuring their similarity to real-world appearance. …”
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A Diagnostic Model of Breast Cancer Based on Digital Mammogram Images Using Machine Learning Techniques by Farouk A. K. Al-Fahaidy, Belal Al-Fuhaidi, Ishaq AL-Darouby, Faheem AL-Abady, Mohammed AL-Qadry, Abdurhman AL-Gamal

“…Experimental results of the proposed method have shown that the accuracy of the proposed method reached 100% in classifying images as normal and abnormal mammogram images while the classification accuracy for benign and malignant is equal to 87.1%.…”
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High resolution multi-delay arterial spin labeling with self-supervised deep learning denoising for pediatric choroid plexus perfusion MRI by Qinyang Shou, Chenyang Zhao, Xingfeng Shao, Megan M Herting, Danny JJ Wang

“…The performance of the model was evaluated by the SNR, bias and repeatability of the fitted perfusion parameters of the CP and gray matter. The proposed method was compared to several benchmark methods including KWIA, joint denoising and reconstruction with total generalized variation (TGV) regularization, as well as another self-supervised method termed Noise2Void. …”
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Comparison of topical estrogen and platelet-rich plasma injections in the treatment of postmenopausal vaginal atrophy by Ufuk Atlihan, Can Ata, Onur Yavuz, Huseyin Aytug Avsar, Selcuk Erkilinc, Tevfik Berk Bildaci

“…BackgroundPlatelet-rich plasma (PRP) is considered safe and is a low-cost, simple, natural, and minimally invasive method for vaginal rejuvenation. We aimed to compare the effects of hormonal treatment options and PRP use for postmenopausal vulvovaginal atrophy (VVA).MethodsFrom a total of 66 patients, topical estrogen treatment was administered to 36 patients, and PRP treatment was used on 30 patients who had previously received topical estrogen treatment without obtaining a response. …”
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A multi-source image fusion algorithm for typical electrical equipment with dual-branch network structure by NIE Qixin, XIAO Zhiyun, BAO Tengfei, JIN Xu, GAO Wenqiang, GUO Hao

“…After comparing with various methods, the method in the paper verifies the advancement of the algorithm in terms of subjective visual evaluation and objective image fusion evaluation indices, in which the objective evaluation indices QMI, SSIM and FMIpixel are 0.567 26, 0.593 47 and 0.887 60, respectively, reaching the highest value, which proves that the quality of fused images is improved and applicable to multi-source electrical equipment image fusion.…”
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Robust Fusion of Time Series and Image Data for Improved Multimodal Clinical Prediction by Ali Rasekh, Reza Heidari, Amir Hosein Haji Mohammad Rezaie, Parsa Sharifi Sedeh, Zahra Ahmadi, Prasenjit Mitra, Wolfgang Nejdl

“…To tackle this challenge, we introduce a new method that uses two separate encoders, one for each type of data, allowing the model to understand complex patterns in both visual and time-based information. …”
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Modeling the hillside movement in the area of Sattarkhan dam reservoir using by predictive models Logistic Regression and Neural Network by soghra andaryani, Nasrin Samandar, Ohammadreza Nikjoo

“…The aim of this study is to evaluate the effect of risk factors using statistical models of logistic and neural network in the catchment area around the dam of Sattarkhan Ahar in East Azerbaijan. 2- Materials and Methods study area around the Sattar khan dam with an area equal to 48/147 square kilometers, is located 11 km west of Ahar. …”
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Assessment of Teaching Strategy among Undergraduate Medical Students of Clinical Sciences by Sadaf Jabeen, Asad Raza Jiskani, Hina Khan, Fouzia Kirmani, Nighat Seema, Devi Kumari

“…Conclusion: White board, multimedia, were the most preferred teaching methods for academic teaching and bed side teaching and clinical based learning were highly preferred teaching method for clinical teaching among both cohorts of 4th and 5th year medical students. …”
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Target sample mining with modified activation residual network for speaker verification. by Ji Chaoqun, Chen Wei, Ye Peng, Wang Zhou, Zhou Shuhang

“…The experimental results indicate that compared to other deep neural network methods, this method has the lowest equal error rate, significantly improving the performance of the speaker verification system.…”
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Implementation of Transdisciplinary Approach in the Process of Formation of Future Primary School Teachers’ Communicative-Strategic Competence by Mariia Oliiar, Kateryna Fomin

“…The characteristics, basics and the overarching purpose of the method are given. It is substantiated that in the conditions of the organization of pedagogical discourse the purpose becomes a process of educational work, ways and methods of knowledge acquiring and mastering of skills in the specific intersubjective communicative-dialogic space created by the teacher which students join as equal participants of communication among other participants with common  considering of social situation, specifics of the future profession, professional language. …”
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Fairness modeling for topics with different scales in short texts by Chuangying Zhu, Yongyu Liang, Xinyuan Liang, Limiao Zhong, Fei Xie

“…Traditional research methods tend to prioritise high-attention and popular topics, frequently overlooking the identification of emerging topics. …”
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THERMOELECTRIC DEVICE FOR INTRACAVITARY HYPOTHERMIA by T. A. Ismailov, O. V. Evdulov, M. A. Khazamova, T. A. Ragimova, R. A.-M. Magomadov

“…The full potential of the TED device will be realised through the developed of methods for treating ENT diseases.…”
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