OPPORTUNITIES AND RISKS OF USING AI-BASED APPLICATIONS IN RESEARCH:  THE CASE OF UKRAINIAN UNIVERSITIES by Oleksandra Borodiyenko, Iryna Drach, Nataliia Bazeliuk, Olha Petroye, Iryna Reheilo, Oleksandr Bazeliuk, Olena Slobodianiuk

“…Respondents also showed little belief in AI-based applications’ capacity to streamline the research process, improve scientific writing quality, boost research efficiency, or develop new skills for researchers. …”
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Wheat Nitrogen Use and Grain Protein Characteristics Under No-Tillage: A Greater Response to Drip Fertigation Compared to Intensive Tillage by Yuyan Fan, Wen Li, Limin Zhang, Jinxiao Song, Depeng Wang, Jianfu Xue, Yuechao Wang, Zhiqiang Gao

“…This study measured tissue N concentration, grain protein content and composition, dough processing quality traits, and the activities of N metabolism enzymes in flag leaves and developing grains. …”
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Simple Yet Powerful: Machine Learning-Based IoT Intrusion System With Smart Preprocessing and Feature Generation Rivals Deep Learning by Kazim Kivanc Eren, Kerem Kucuk, Fatih Ozyurt, Omar H. Alhazmi

“…In contrast, classical machine learning techniques offer a more efficient alternative but are often overlooked due to a lack of focus on data pre-processing, which is critical for achieving optimal performance. …”
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Cluster advantages in the state management of the financial resources of the agricultural sector in the Sakha (Yakutia) Republic by T. S. Rotar

“…The research revealed that in the districts of the first cluster with high indexes of the main food resources production, management of the region should focus on the implementation of improvement programs for dairy and meat products processing and storage. Therefore, it is recommended to develop innovative investment activity to boost the level of technological infrastructure, needed for the mentioned measures. …”
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The use of machine learning methods in the development of nasal dosage forms with cerebroprotective action by B. S. Burlaka, I. F. Bielenichev

“…The information found will reduce the time for composition development and for technology processing. However, the variety of active compounds characteristics and excipients is not always reflected in these services. …”
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A mobile hybrid deep learning approach for classifying 3D-like representations of Amazonian lizards by Arthur Gonsales da Silva, Arthur Gonsales da Silva, Roger Pinho de Oliveira, Caio de Oliveira Bastos, Caio de Oliveira Bastos, Elena Almeida de Carvalho, Bruno Duarte Gomes

“…This tool is aimed at processing and classifying three-dimensional samples of endemic lizard species from the Amazon rainforest. …”
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Ethnic foods of Northeast India: insight into the light of food safety by Madhuchhanda Das, Anup Kumar Ojha, Pallab Sarmah, Dimpu Gogoi, Karma G. Dolma, Tapan Majumdar, Suranjana Chaliha Hazarika, Dilem Modi, Goutam Chowdhury, Chaitali Konwar, Reema Nath, Samaresh Das, Thandavarayan Ramamurthy

“…These foods are not only very nutritious, easily available, and reasonably priced, but also boost immunity and protect from various seasonal infections and have been reported through several investigations. …”
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Understanding Human Papillomavirus Vaccination Hesitancy in Japan Using Social Media: Content Analysis by Junyu Liu, Qian Niu, Momoko Nagai-Tanima, Tomoki Aoyama

“…Future public health strategies can benefit from these insights by designing effective interventions to boost vaccine confidence and uptake.…”
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Pyruvate–GPR31 axis induces LysoDC dendrite protrusion to M-cell pockets for effective immune responses by Katsuhiro Nakanishi, Takayuki Ajiro, Kaito Yukishima, Yuki Tsukamoto, Junichi Kikuta, Shinichiro Sawa, Michio Tomura, Nozomi Kinoshita, Wataru Shimanuki, Akio Suzuki, Shun Arai, Kazuki Maeshima, Takumi Ichisawa, Tomoya Katakai, Haruko Hayasaka, Masaru Ishii, Eiji Umemoto

“…Pyruvate administration in wild-type but not Gpr31b-deficient mice increased LysoDC uptake of orally infected Listeria monocytogenes. GPR31 signaling boosted antigen processing and altered gene expression. …”
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Microbial metabolites and immune modulation by Hassan Ghasemi

“…SCFAs, along with PSA, have shown promise as vaccine adjuvants by boosting antigen-specific immune responses and enhancing both the magnitude and quality of protective immunity. …”
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Tailoring Atomic Ordering Uniformity Enables Selectively Leached Nanoporous Pd‐Ni‐P Metallic Glass for Enhanced Glucose Sensing by Yu Lou, Jian Li, Zhongzheng Yao, Zhenduo Wu, Huiqiang Ying, Lan Tan, Sinan Liu, Jianrong Zeng, Ruohan Yu, Hong Liu, Xun‐Li Wang, He Zhu, Si Lan

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Regression-based leaf nitrogen concentration estimation of young Cephalotaxus hainanensis in small and imbalanced samples by Mengmeng Shi, Tian Wang, Ling Lin, Qingxue Li, Zhulin Chen, Xingjing Chen, Peng Wang, Xuefeng Wang

“…The study also utilized advanced metrics (F1-score, recall, and precision for regression) for evaluating regression models to compare and assess the accuracy of support vector regression (SVR) and gradient-boosted trees (XGBoost) combined with different pretreatments, particularly emphasizing prediction accuracy in rare cases. …”
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Inhibition Mechanism of Pleurotus citrinipileatus Sing. Ergothioneine on Pancreatic Lipase Activity by Zhangchen XIA, Xiaohui MENG, Ru FANG, Yanqing MAO, Junwen CHENG, Yanbin WANG, Juan XU, Liang HE

“…This study was beneficial for the deep understanding the hyperlipidemia of PCEGT from molecular mechanism and boosted the future health food processing of Pleurotus citrinipileatus Sing..…”
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Fabrication and characterization of corn starch based bioplastic for packaging applications by Md. Arefin Kowser, Hanif Mahmud, Mohammad Asaduzzaman Chowdhury, Nayem Hossain, Juhi Jannat Mim, Safiul Islam

“…Similar findings have been made by earlier research, which showed that a high degradable starch concentration boosted water absorption. Enhanced microbial and enzyme activity through more excellent water absorption typically leads to faster biodegradation. …”
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An updated narrative review on revolutionizing erectile dysfunction treatment: the crucial role of trophic factors in Adipose-Derived stem cell therapy by Armaghan Ghavam, Farhad Sheikhnia, Mohammad Mahdi Heidari, Mohammad Valilo, Zanyar Mahmoudnejad, Serap Gur

“…To bridge these gaps, next‑generation approaches are under investigation: ADSC‑derived exosomes as cell‑free therapeutics; genetic or epigenetic modification of ADSCs to boost reparative potency; and combination regimens pairing ADSCs with adjunct modalities such as low‑intensity shockwave therapy. …”
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Perceptual-Motor Abilities and Reversal Frequency of Letters and Numbers in Children Diagnosed with Poor Reading Skills by Danjela Ibrahimi, Marcos Aviles, Juvenal Rodríguez-Reséndiz

“…This would boost the general outcome and contribute to their academic achievement.…”
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A digital twin-enabled fog-edge-assisted IoAT framework for Oryza Sativa disease identification and classification by Goluguri N.V. Rajareddy, Kaushik Mishra, Satish Kumar Satti, Gurpreet Singh Chhabra, Kshira Sagar Sahoo, Amir H. Gandomi

“…To boost the model's predictive accuracy, the Chaotic Honey Badger Algorithm (CHBA) is employed to optimize the CNN hyperparameters, resulting in an impressive average accuracy of 93.5 %. …”
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Diversification Strategy for Sugar Palm Products in Rejang Lebong Regency, Bengkulu Province by Taufik Hidayat, Andi Ishak, Emlan Fauzi, Taupik Rahman, Ferdy Rosbarnawan, Harwindah Harwindah, Yueming Evendi, Nurdin Gultom, Rahmi Wati, Almidianto Hakim, Yahumri Yahumri, Alfayanti Alfayanti, Siti Rosmanah, Erpan Ramon, Jhon Firison

“…Sugar palms have not been widely processed into value-added products because the community solely produces brown sugar. …”
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Artificial intelligence-enabled non-invasive ubiquitous anemia screening: The HEMO-AI pilot study on pediatric population by Daniel Gordon, Jason Hoffman, Keren Gamrasni, Yotam Barlev, Alex Levine, Tamar Landau, Ronen Shpiegel, Avishai Lahad, Ariel Koren, Carina Levin, Osnat Naor, Hannah Lee, Xin Liu, Shwetak Patel, Gilad Chayen, Michael Brandwein

“…Further supplementation of training data with synthetic data boosted the precision of the latter to 0.84 and the average recall to 0.87. …”
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El escape room como estrategia didáctica en el Máster de Profesorado (Escape room as a didactical strategy in the Master’s degree in Teacher Learning) by Carmen Navarro Mateos, Isaac José Pérez-López

“…Furthermore, this approach boosted emotional management, something fundamental in future teachers since they also feel frustration or annoyance. …”
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