Fruit size prediction of tomato cultivars using machine learning algorithms by Masaaki Takahashi, Yasushi Kawasaki, Hiroki Naito, Hiroki Naito, Unseok Lee, Koichi Yoshi

“…We aimed to develop a method for early prediction of tomato fruit size at harvest with machine learning algorithm, and three machine learning models (Ridge Regression, Extra Tree Regrreion, CatBoost Regression) were compared using the PyCaret package for Python. …”
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Substituting Fish Meal with Tubiechong (Eupolyphaga sinensis) By-Product in the Diets of Largemouth Bass (Micropterus salmoides): Effects on Growth, Meat Quality, and Liver Health by Yuhua Yue, Binbin Tong, Mingshi Chen, Xiaoxue Bao, Yanming Qiu, Ying Yang, Hui Yu, Yingying Yu

“…Moreover, the changes of the activities of CAT and GSH in the liver and T-AOC and GSH in serum could reveal the antioxidant capacity improvement of fish by the Tubiechong by-product. …”
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Approaches to the usage of machine translation systems for the organization of independent work of students of a pedagogical university with English-language scientific texts by Tatiana N. Suvorova, Lyubov A. Shunina, Ivan V. Shunin

“…As a result of teaching students of the pedagogical university the basics of using machine translation systems of English-language texts in their independent work, the following results were achieved: students formed an idea about the features of translating scientific texts from a foreign language into Russian; studied the possibilities of modern machine translation services; compiled a terminological glossary; acquired skills in machine translation of scientific texts using specialized CAT programs. As a result, the overwhelming majority of students confidently turn to scientific sources in a foreign language by understanding the principles of machine translation; they actively study foreign professional experience, as well as its application in independent research activities. …”
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Fotografía del rodaje de la película Plácido, de Luis García Berlanga (Plana de l'Om, Manresa, 1961) by Col·lecció Francesc Escala Bartrolí

“…Procedencia de la fotografía: "Imatges del rodatge a la Plana de l'Om" (Col·lecció Francesc Escala Bartrolí https://www.memoria.cat/placido/fons-grafic/#!jig[1]/ML/73900   Photo from the film shoot of the movie Plácido, by Luis García Berlanga ((Plana de l'Om, Manresa, 1961) Although in the film the name of the town where the story takes place is never named or identified, most of the filming took place in Manresa, except for the final scene, shot in Barcelona. …”
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A pipeline for processing hyperspectral images, with a case of melanin-containing barley grains as an example by I. D. Busov, M. A. Genaev, E. G. Komyshev, V. S. Koval, T. E. Zykova, A. Y. Glagoleva, D. A. Afonnikov

“…The software pipeline is implemented in Python using the Pandas, NumPy, OpenCV, SciPy, Sklearn, Umap, CatBoost and Plotly libraries. The source code is available at: https://github.com/igor2704/Hyperspectral_images. …”
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Clinical Dental Midline Shift Is Not a Predictor of the Side of Shorter Hemimandible: A Cone Beam Computed Tomography Diagnostic Study by Lígia Pereira da Silva, Alicia López-Solache, Urbano Santana-Penín, José López-Cedrún, María Jesus Mora, Pablo Varela-Centelles, Antonio González-Mosquera, Almudena Rodríguez-Fernández, Urbano Santana Mora

“…Tomographic images were acquired using the i-CAT^® Imaging System; mandibular/maxillary measurements were obtained with the Planmeca Romexis^® software v.6.This is an ancillary study of a clinical trial (NCT02144233) that included chronic pain (TMD diagnosis; DC/TMD criteria), fully dentate, and stable normo-occlusion participants. …”
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Impact of Cyclosporine A on Cognitive Functions and Neuronal Oxidative Stress, Apoptosis and Inflammatory Markers in Rats by Awyed Batah Almutairi, Abdulaziz Arif A. Alshammari, Arshad Husain Rahmani, Ali Yousif Babiker, Long Chiau Ming, Maha A. Aldubayan, Ahmad H. Alhowail, Vasudevan Mani

“…However, a significant drop was observed in CAT, and GSH when comparing the CYP-A 100 group to the control rats. …”
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Improved Estimation of Aboveground Biomass in Rubber Plantations Using Deep Learning on UAV Multispectral Imagery by Hongjian Tan, Weili Kou, Weiheng Xu, Leiguang Wang, Huan Wang, Ning Lu

“…To address this, our study evaluated the performance of three ML algorithms (random forest regression, RFR; XGBoost regression, XGBR; categorical boosting regression, CatBoost) combined with feature selection techniques and a deep convolutional neural network (DCNN) using multispectral imagery obtained from UAV for the AGB estimation of rubber plantations. …”
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TẠO DÒNG VÀ BIỂU HIỆN GEN nahC MÃ HÓA 1,2-dihydroxynaphthalene dioxygenase CỦA VI KHUẨN Paenibacillus naphthalenovorans 4B1 by Le Thi Ha Thanh, Thị Ái Thoa Nguyễn, Thị Xuân Nguyễn, Vũ Ngọc Thi Trần

“…Enzyme 1,2-dihydroxynaphthalene dioxygenase, enzyme phân cắt vòng benzen, chuyển hóa các hợp chất trung gian trong quá trình phân hủy naphthalene thành các hợp chất ít độc hơn. …”
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Synthesis, Characterization, and Antiproliferative Effect of CuO-TiO2-Chitosan-Amygdalin Nanocomposites in Human Leukemic MOLT4 Cells by Abozer Y. Elderdery, Badr Alzahrani, Siddiqa M. A. Hamza, Gomaa Mostafa-Hedeab, Pooi Ling Mok, Suresh Kumar Subbiah

“…Morphological analysis, staining for apoptosis using AO/EtBr, mitochondrial membrane potential (MMP or ΔΨm) analysis, ROS analysis, and determination of the SOD, CAT, MDA, and GSH levels were performed. Observations like a significant loss of morphology, induction of apoptosis, elevated ROS, and decreased MMP were significant in 30 and 40 μg/ml nanocomposite-treated cells when compared to control cells. …”
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The protective effects of peptides from Chinese baijiu on AAPH-induced oxidative stress in HepG2 cells via Nrf2-mediated signaling pathway by Jiaying Huo, Yuezhang Ming, Huifeng Li, Anjun Li, Jiwen Zhao, Mingquan Huang, Weizheng Sun, Jihong Wu, Jinglin Zhang

“…The results showed that these peptides exerted protective effects by suppressing reactive oxygen species (ROS) generation, preventing malondialdehyde (MDA) formation, and upregulating cellular antioxidant enzyme activities (SOD, CAT, and GSH-Px) in a dose-dependent manner. Further experiments proved that these peptides exerted antioxidant effects via Nrf2/ARE-mediated signaling pathway by promoting Nrf2 nuclear translocation, inhibiting ubiquitination, and enhancing transcription capacity of Nrf2 in HepG2 cells. …”
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Deep Learning-Based Feature Extraction Technique for Single Document Summarization Using Hybrid Optimization Technique by Jyotirmayee Rautaray, Sangram Panigrahi, Ajit Kumar Nayak, Premananda Sahu, Kaushik Mishra

“…This paper presents a novel Deep Learning (DL)-based text summarization approach incorporating the following phases: pre-processing, feature extraction, vectorization, and summarization using a hybrid Cat Swarm Optimization (CSO) and Harris Hawk Optimization (HHO) algorithm. …”
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Predicting the exposure of mycophenolic acid in children with autoimmune diseases using a limited sampling strategy: A retrospective study by Ping Zheng, Ting Pan, Ya Gao, Juan Chen, Liren Li, Yan Chen, Dandan Fang, Xuechun Li, Fei Gao, Yilei Li

“…Ten algorithms, including Random Forest, XGBoost, LightGBM, Gradient Boosting Decision Tree, CatBoost, Artificial Neural Network, Grandient Boosting Machine, Transformer, Wide&Deep, and TabNet, were employed for modeling based on two, three, or four concentrations of MPA. …”
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The Protective Effects of Annexin A1 in Acute Lung Injury Mediated by Nrf2 by Hui Huang, Yuqin Shi, Yuequan Zhou

“…Additionally, AnxA1 attenuated oxidative stress in lung tissues of ALI mice by restoring the activity of catalase (CAT), SOD, and glutathione (GSH) but reducing the levels of malondialdehyde (MDA). …”
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Microwave-intensified esterification of high-free fatty acid feedstock into biodiesel using waste chicken eggshells as a heterogeneous catalyst by Juliati Br Tarigan, Anzelina F. Barus, Nabilah T. Simamora, Ribka S. Tarigan, Sabarmin Perangin-angin, Junedi Ginting, Eko K. Sitepu, Y.H. Taufiq-Yap

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Therapeutic Potential of HGF-Expressing Human Umbilical Cord Mesenchymal Stem Cells in Mice with Acute Liver Failure by Yunxia Tang, Qiongshu Li, Fanwei Meng, Xingyu Huang, Chan Li, Xin Zhou, Xiaoping Zeng, Yixin He, Jia Liu, Xiang Hu, Ji-Fan Hu, Tao Li

“…The therapeutic effect of HGF-UCMSCs was associated with the increment in serum glutathione (GSH) and hepatic enzymes that maintain redox homeostasis, including γ-glutamylcysteine synthetase (γ-GCS), superoxide dismutase (SOD), and catalase (CAT). Immunohistochemical staining confirmed that HGF-UCMSCs were mobilized to the injured areas of the liver. …”
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Estimation of median LC50 and toxicity of environmentally relevant concentrations of thiram in Labeo rohita by Sana Alam, Gulnaz Afzal, Riaz Hussain, Hafiz Muhammad Ali, Amtul Sami, Rabbiah Manzoor Malik, Raheela Jabeen, Farid Shokry Ataya, Kun Li

“…Oxidative stress parameters; ROS and TBARS were increased significantly (p < 0.05) while antioxidant enzymes (CAT, SOD, POD, GSH) showed a significant (p < 0.05) decrease in the treated groups compared to the control. …”
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Non-steroidal anti-inflammatory drugs and oxidative stress biomarkers in fish: a meta-analytic review by Luiz Henrique Zaniolo Justi, Juliana Ferreira Silva, Manuela Santos Santana, Henrique Aparecido Laureano, Meire Ellen Pereira, Cláudia Sirlene Oliveira, Izonete Cristina Guiloski

“…The meta-analysis revealed that (1) chronic and subchronic exposures to NSAIDs decreased catalase (CAT) activity, and acute exposure increased glutathione peroxidase (GPx) activity; (2) hydric exposure increased GPx activity; (3) exposure to low concentrations of NSAIDs increased GPx and superoxide dismutase (SOD) activity; (4) Paracetamol exposure increased GPx and SOD activity and lipid peroxidation levels, but reduced glutathione S-transferase (GST) activity; (5) Diclofenac exposure increased GPx activity. …”
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Arsenic toxicity in Antarctic krill oil and its impact on human intestinal cells by Haiyan Zhang, Yunyun Ji, Zhongquan Jiang, Guangxin Yang, Cong Kong, Zhemin Shen, Tao Yuan, Xiaosheng Shen

“…Caco-2 cells were treated with arsenic standards and AKO to assess cell viability, lactate dehydrogenase (LDH) release, oxidative stress markers (superoxide dismutase [SOD], catalase [CAT], malondialdehyde [MDA], and glutathione peroxidase [GSH-Px]), reactive oxygen species (ROS) production, and apoptosis. …”
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Replacement of fishmeal with Quinoa Husk (Chenopodium quinoa) for mitigating multiple stresses in Pangasianodon Hypophthalmus by Neeraj Kumar, Paritosh Kumar, Aliza Pradhan, Dilip Kumar Singh, Tarkeshwar Kumar, Jagadish Rane, Kotha Sammi Reddy

“…The oxidative enzymes such as superoxide dismutase (SOD), catalase (CAT), glutathione-s-transferase (GST) and glutathione peroxidase (GPx) in gill, kidney and liver tissues were significantly lowered by replacement of fishmeal by QH at 25% in fish reared under arsenic and ammonia toxicity and high temperature stress (NH3+As+T). …”
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