A deep learning model for assistive decision-making during robot-aided rehabilitation therapies based on therapists’ demonstrations by David Martínez-Pascual, José M. Catalán, Luís D. Lledó, Andrea Blanco-Ivorra, Nicolás García-Aracil

“…A major challenge in using these robotic devices is the ability to decide when to assist the user. In this context, we propose a Deep Learning-based solution that can learn from a therapist’s criteria when a patient needs assistance during robot-aided rehabilitation therapy. …”
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Plant growth-promoting endophytic consortium improved artemisinin biosynthesis via modulating antioxidants, gene expression, and transcriptional profile in Artemisia annua (L.) und... by Arpita Tripathi, Praveen Pandey, Shakti Nath Tripathi, Alok Kalra

“…Intriguingly, all the endophytes inoculated plants showed enhanced growth, greater adaptability, and ability to mitigate environmental stresses, which might be attributed to the improved accumulation of chlorophyll, carotenoid, protein, catalase (CAT), superoxide dismutase (SOD), ascorbate peroxidase (APX) and glutathione reductase (GR) while reduction in proline and 1-Aminocyclopropane-1-carboxylic acid (ACC) level. …”
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Unfolding insights about resilience and its coping strategies by medical academics and healthcare professionals at their workplaces: a thematic qualitative analysis by Salman Yousuf Guraya, Jacqueline Maria Dias, Mohamed Ahmed Eladl, Ayah Mohammad Rajai Rustom, Fatima Audi Saleem Alalawi, Majid Hassan Saleh Alhammadi, Yusra Ahmed Mohammed Ahmed, Amna Ali Omran Taryam Al Shamsi, Sarah Juman Bilalaga, Alfred Nicholson, Hani Malik, Shaista Salman Guraya

“…The guide was validated by content experts and was piloted on a small group of MHAs of the University of Sharjah (UoS) and HCPs from different hospitals of the United Arab Emirates to test its relevance, internal consistency, and inter-observer validity. …”
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The Innovation Intermediaries Role in the Adoption of Emerging Technologies in Iran's Automotive Industry by Ali Maleki, Hadi Nilforoushan

“…However, this issue has been almost neglected and most of the studies only examined the factors influencing the adoption and use of technology at a particular time. …”
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Automatic segmentation model and machine learning model grounded in ultrasound radiomics for distinguishing between low malignant risk and intermediate-high malignant risk of adnex... by Lu Liu, Wenjun Cai, Feibo Zheng, Hongyan Tian, Yanping Li, Ting Wang, Xiaonan Chen, Wenjing Zhu

“…Radiomics features were extracted utilizing a feature analysis system in Pyradiomics. …”
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Toxicity assessment of DMSO extracts of environmental aged beached plastics using human cell lines by Florane Le Bihanic, Bettie Cormier, Emilie Dassié, Sophie Lecomte, Justine Receveur, Stéphane Le Floch, Jérôme Cachot, Bénédicte Morin

“…Reactive oxygen species were induced only with nylon extracts in intestinal cells. No toxicity was observed for PP and PET and none of the tested plastics had any estrogenic effect. …”
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Removal of direct navy blue dye from aqueous solutions using banana peels by F. Fuentes Gandara, I. Piñeres Ariza, A. Zambrano Arevalo, G. Castellar Ortega, C. Herrera Herrera, S. Castro Muñoz, G. Peluffo Foliaco, J. Pinedo-Hernández

“…The aim of this study was to evaluate the viability of utilizing biochar obtained from banana peels as a promising bioadsorbent for reducing environmental pollution caused by direct navy blue dye. …”
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Diversity in mitotic DNA repair efficiencies between commercial inbred maize lines and native Central American purple landraces by Carlos Víquez-Zamora, Sergio Castro-Pacheco, María Viñas, Pablo Bolaños-Villegas

“…Protein sequence analysis was done in UniProt to compare the resulting aminoacid sequences from maize to the available sequences from Arabidopsis thaliana ecotype Col-0 (ATM protein code: Q9M3G7). …”
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Transformers for Neuroimage Segmentation: Scoping Review by Maya Iratni, Amira Abdullah, Mariam Aldhaheri, Omar Elharrouss, Alaa Abd-alrazaq, Zahiriddin Rustamov, Nazar Zaki, Rafat Damseh

“…The inclusion criteria allow only for peer-reviewed journal papers and conference papers focused on transformer-based segmentation of human brain imaging data. …”
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Forestry features of regionalization of forest reproductive material by Oleg Danchuk, Vasyl Blystiv, Zinovii Yurkiv, Vitaly Vovchanskyi

“…An analysis of the application of regionalization for individual introduced species, primarily red oak, Douglas fir, and black locust, demonstrates the wide distribution of these species in our country and the need for appropriate forestry monitoring of their potential ability to form local populations in Ukraine and, accordingly, the possibility of regionalization of the area occupied by them. …”
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Digital Platform for Pediatric Mental Health Support During Armed Conflicts: Development and Usability Study by Hila Segal, Arriel Benis, Shirley Saar, Iris Shachar-Lavie, Silvana Fennig

“…However, barriers such as limited training and resources often hinder their ability to effectively address these issues. …”
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The influence of walking accessibility on station-to-station passenger flow and its interaction with metropolitan race/class segregation: A case study of MARTA’s heavy-rail network, Atlanta (USA) by Luis Enrique Ramos-Santiago, Luke Derochers

Subjects: “…Heavy-rail transit…”
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Development and Validation of a Novel Classification System and Prognostic Model for Open Traumatic Brain Injury: A Multicenter Retrospective Study by Yuhui Chen, Li Chen, Liang Xian, Haibing Liu, Jiaxing Wang, Shaohuai Xia, Liangfeng Wei, Xuewei Xia, Shousen Wang

“…The addition of the OTBI classification to a model containing all the other identified prognostic factors improved the predictive ability of the model (Z = 1.983; p = 0.047). In the validation set, the model achieved an area under the curve (AUC) of 0.917 [95% confidence interval (CI) = 0.864–0.970]. …”
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Identification of novel fructo-oligosaccharide bacterial consumers by pulse metatranscriptomics in a human stool sample by Catherine Prattico, Emmanuel Gonzalez, Lharbi Dridi, Shiva Jazestani, Kristin E. Low, D. Wade Abbott, Corinne F. Maurice, Bastien Castagner

“…We therefore validated the ability of different Blautia species to ferment fructans by monitoring their growth and fermentation in defined media. …”
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Perception and Production of French Nasal Vowel Contrasts by English- and Spanish-Speaking L2 Learners by Vincent Chanethom, Patrick-André Mather

“…Specifically, the study examines how L2 learners maintain these categories separate acoustically in their speech production and whether their ability to perceive such contrasts influences their acoustic implementation. …”
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Analysis of the impact of climate change on the woody plants vegetation in the Botanical Garden of the Ukrainian National Forestry University by Nelia Lukianchuk, Levko Bliusyuk, Nadia Bliusyuk, Nataliіa Kendzora, Liliіa Koliada

“…Climatic changes have a significant impact on the growth and development of ornamental plants in the urban environment, the climatic conditions of the territory have a great impact on the ecological state of plants and determine their ability to adapt and develop in a certain region. …”
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Linear Programming as a Tool for Managing the Training Process of Esports Teams by Oksana Shynkaruk, Nataliia Byshevets, Alla Aloshyna, Olena Iakovenko, Kostiantyn Serhiienko, Valerii Pinchuk, Oleksandr Petryk, Ivan Lut

“…Linear programming, with its ability to account for multiple constraints and optimize linear objective functions, is a promising tool for solving training planning tasks. …”
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Optimised extraction of antioxidant components from Calophyllum inophyllum L. seeds using response surface methodology by L. Fitriyana, M.D. Supardan, Y. Aisyah, Irfan .

“…The maceration method better ability enhanced the antioxidant activity capacity of C. inophyllum seeds compared to the ultrasonic method, as indicated by the response surface method. …”
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Association of IL-8 and CXCR2 with AST/ALT Ratio in Liver Abnormalities Screening during Oxidative Stress Injury Caused by VCM by Yiwen Dong, Xingang Wang, Weijiang Hu, Xin Wang, Hongying Bian, Wencui Zhang, null Feng Han, Ning Kang, Lin Zhang, Meng Ye

“…Liver impairment caused by VCM has been linked to irreversible damage such as fibrosis, necrosis, hepatocellular carcinoma, and liver angiosarcoma. However, the ability to detect abnormalities during initial phase have not been achieved so far. …”
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ϵ-Confidence Approximately Correct (ϵ-CoAC) Learnability and Hyperparameter Selection in Linear Regression Modeling by Soosan Beheshti, Mahdi Shamsi

“…Despite its theoretical value, PAC bounds can’t be utilized in practical regression learning applications with only available training data sets. …”
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