A Hybrid Machine Learning Approach for High-Accuracy Energy Consumption Prediction Using Indoor Environmental Quality Sensors by Bibars Amangeldy, Nurdaulet Tasmurzayev, Timur Imankulov, Baglan Imanbek, Waldemar Wójcik, Yedil Nurakhov

“…Feature importance analysis using SHAP values, together with non-parametric statistical testing, identified TVOCs, humidity, and PM_2.5 as the most influential predictors of energy use. These findings highlight the value of integrating high-resolution IEQ data into predictive frameworks and demonstrate that such data can significantly improve forecasting accuracy. …”
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Exploring the factors associated with professional and non-professional dancer well-being: a comprehensive systematic review by Haiyan Yu, Haiyan Yu, Eng Wah Teo, Chai Chen Tan, Jindong Chang, Shenghui Liu

“…The Mixed Methods Appraisal Tool (MMAT) was used to assess the risk of bias.ResultsThe synthesized evidence reveals a growing trend toward adopting eudaimonic and multidimensional frameworks in the conceptualization of dancer well-being, with the Positive and Negative Affect Schedule being the most frequently employed instrument to measure dancers’ well-being. …”
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Leiurus quinquestratus venom promotes β islets regeneration and restores glucose level in streptozotocin induced type 2 diabetes mellitus in rats by Wesam M. Salama, Sabry A. El-Naggar, Ghada A. Tabl, Nabila I. El-Desouki, Lamiaa M. El Shefiey

“…Abstract Diabetes mellitus type 2 (T2-DM) is one of the most prevalent chronic metabolic diseases, marked by insulin resistance and a relative lack of insulin production. …”
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A rare case of solitary fibrous tumor of the liver and highly differentiated rectal adenocarcinoma by S. A. Shinkarev, M. N. Lando, V. N. Brykin, R. V. Zhinkin, O. E. Pestryakov, D. A. Odegov

“…Solitary fibrous tumors (SFT) are rare spindle cell mesenchymal neoplasms of presumably fibroblastic origin with undefined malignancy potential and rare metastasis. Their most frequent localization is in the pleura, where they have been first described. …”
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A Genetic Clue to T2DM in Bangladesh: The TCF7L2 rs12255372 (G/T) Variant by Syed Azmal Mahmood, Md Fariduddin, Laila Anjuman Banu, Shoaib Hossain, Md Mohiuddin Masum, Samira Moyeen, Shahjada Selim

“…The dominant model appears to be the most suitable for representing the susceptibility gene effect. …”
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Interplay of resource endowments, agriculture and nutritional outcomes in the Central Indian Landscape by Niranjan Padhan, K. H. Anantha, Kaushal K. Garg, Venkataradha Akuraju, Ramesh Singh, M. L. Jat

“…On average, about 40% of total agricultural area was kept fallow either during monsoon or post-monsoon period largely due to poor water availability in dug wells, which is the major source of irrigation. For most crops, yield was ranged from 0.5 to 1.5 t ha−1. …”
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THEORETICAL ASPECTS OF THE ORGANIZATION BRAND MANAGEMENT by Oksana Kononenko

“…The system analysis method was applied to achieve the goal of the work. Results. The most well-known definitions of the concept of "brand" are given. …”
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Characterization of Terpene Synthases Reveals the Diversity of Terpenoids in <i>Andrographis paniculata</i> by Junhao Tang, Ying Ma, Yujun Zhao, Xiaohui Ma, Jian Wang

“…The increase in the number of <i>ent</i>-copalyl diphosphate synthases and the loss of biological function by most sesquiterpene synthases and monoterpene synthases may explain why diterpenoids are the main specific metabolites in <i>A. paniculata</i> compared with the metabolites produced by AtTPSs found in the <i>Arabidopsis thaliana</i> genome. …”
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Cognitive impairment in patients with juvenile myoclonic epilepsy by K. D. Lysova, I. K. Kuznetsov, A. I. Paramonova, A. A. Usoltseva, E. A. Kantimirova, N. A. Shnayder, D. V. Dmitrenko

“…Juvenile myoclonic epilepsy (JME) is one of the most common forms of epilepsy (about 9.3%). Compared with other forms of idiopathic generalized epilepsy, JME is featured with high risk of seizures along with lowered patient compliance to treatment as well as a danger of developing drug resistance that may be a cause of cognitive disorder.Objective: to review research publications on cognitive impairment in JME, discuss its putative causes, describe neuropsychological profile for JME patients.Material and methods. …”
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Avifauna Diversity in the Gate between Humid Atlas and Saharan Desert: Midelt Province, Morocco by Ismail Mansouri, Wafae Squalli, Abdelbari El Agy, Badr Ben Hichou, Abderahim El Hassani, Lahcen El Ghadraoui, Mohamed Dakki

“…Accipitridae (15 species), Muscicapidae (9 species), and Alaudidae (9 species) were the most observed families. Order of Passeriformes was the dominant order represented with 16 families and 68 species. …”
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Ureteral duplication anomalies: two years’ experience in a single center by Ahmed Oshiba, Samar Oshiba, Mostafa Kotb, Mohamed Abouheba

“…Abstract Background Ureteral duplication is one of the most common anomalies affecting the genitourinary system. …”
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Multiple chemical sensitivity (MCS) validity, prevalence, tools and interventions: systematic review protocol by Karen A Robinson, Aneesa Motala, Susanne Hempel, Jeremy Miles, Jill Johnston, Sachi Yagyu, Margie Danz, Danica Tolentino, Omid Akbari, Diana Zhang

“…Introduction Multiple chemical sensitivity (MCS) describes reported adverse reactions to exposure to common chemical agents (solvents, odourants, air pollutants, material or substances) in low doses tolerated by most people. Symptoms involve more than one organ system and responses are triggered by multiple, chemically unrelated substances.Methods and analysis The systematic review will aim to answer six questions: Which definitions of MCS have been validated? …”
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Wastewater-Based Epidemiology (WBE): Potential Application for Assessing the Use of Conventional and New Generation Tobacco and Nicotine Products by Scherer Gerhard, Pluym Nikola, Scherer Max

“…The decrease is mostly interpreted as a consequence of lower smoking rates due to tobacco control activities. …”
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Preoperative factors associated with failure to achieve the minimal clinically important difference in quality of life following total knee arthroplasty by Takaya Watabe, Takuya Sengoku, Ryota Muramatsu, Masafumi Kubota, Goro Sakurai, Shinya Yoshida, Yuta Taniguchi

“…Multivariate logistic regression analysis identified knee flexion ROM as the most significant factor (odds ratio: 1.080; 95% confidence interval: 1.048–1.112; P = 0.001). …”
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Creation of a training simulator model for practising puncture of the kidney calyceal system under ultrasound control by N. K. Gadzhiev, A. A. Mishchenko, V. P. Britov, A. M. Khrenov, D. S. Gorelov, V. M. Obidnyak, V. E. Grigoriev, I. V. Semenyakin, S. B. Petrov

“…To create a simulator model that will be identical in its anatomical and acoustic properties to the kidney and adjacent human tissues, as well as convenient to use and affordable for most universities and clinics.Materials and methods. …”
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Projections of Urban Heat Island Effects Under Future Climate Scenarios: A Case Study in Zhengzhou, China by Xueli Ni, Yujie Chang, Tianqi Bai, Pengfei Liu, Hongquan Song, Feng Wang, Man Jin

“…The results demonstrated significant seasonal variations in UHI effects in Zhengzhou for both 2030 and 2060 under SSP245 and SSP585 scenarios, with the most pronounced warming in summer. Notably, under the SSP245 scenario, elevated autumn temperatures in suburban areas reduced the urban–rural temperature gradient, while intensified rural cooling during winter enhanced the UHI effect. …”
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Purification and Characterization of Phytase from Fruit Bodies of Local mushroom Pleorotus ostreatus Grown by Solid State Fermentation by Abdullah A. Hassan, HawazinA.Al-Jobory

“…Among various metal ions, only MgSO4 has a syregenic effect with phytase activity in which activity increased as residual activity was 117.36% , while CuSO4 and ZnCl were the most inhibitory agents for P.ostreatus phytase. …”
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Qualitative and quantitative monitoring of antibiotics on dairy cattle farms in relation to animal welfare indicators by Giuliano Borriello, Giulia Cagnotti, Elena Avedano, Stefania Bergagna, Piero Iannello, Giorgia Di Muro, Sara Ferrini, Antonio D’Angelo, Claudio Bellino

“…The mean ADDD/y was lower for 2018 (3.04 ± 1.3 vs. 3.61 ± 1.5; p = 0.01), despite the extensive use of beta-lactams and cephalosporins. Most farms with high welfare scores showed a lower ADDD/y in both years. …”
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Environmental Factors Influencing the Establishment of the Invasive Australian Redclaw Crayfish (<i>Cherax quadricarinatus</i>) in a Biosphere Reserve on the Central Mexican Platea... by Omar Y. Durán-Rodríguez, Daniel A. García-Ávila, J. Andrés Valencia-Espinosa, Eugenio Arroyo-Reséndiz, Martín J. Torres-Olvera, Juan P. Ramírez-Herrejón

“…Crustaceans are among the most successful taxonomic groups in invasions worldwide. …”
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Micro-nano manufacturing of a pre-identified organic hydrogel surface for selective oil/water separation with ultra-high flux by Yun-yun Song, Jiang-shen Lu, Yang Zhang, Zhao-peng Yu, Yan Liu, Zhong-qiang Zhang

“…The oily wastewater system is complex and most membrane materials cannot separate various oil-water mixtures. …”
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