Support for family members who are caregivers to relatives with acquired brain injury by Janet Walker, Lourens Schlebusch, Bernhard Gaede

“…A mixed methodology was utilized. It comprised cross-sectional descriptive and phenomenological approaches. …”
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MedAlmighty: enhancing disease diagnosis with large vision model distillation by Yajing Ren, Zheng Gu, Wen Liu

“…In this approach, we utilize DINOv2—a pre-trained large vision model—as a frozen teacher, and a lightweight convolutional neural network (CNN) as the trainable student. …”
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Preparation and Characterization of Protein-Based Hydrogel: Cottonseed Protein Grafted with 2-Acrylamido-2-Methylpropanesulfonic Acid (AMPS) by Dehenenet Flatie Tassw, Tamrat Tesfaye, Murugesh Babu K.

“…N,N-methylene bisacrylamide serves as the crosslinking agent, while potassium persulfate (PPS) and sodium bisulfite (SBS) function as redox initiators. The optimization of hydrogel synthesis conditions was achieved using Design Expert-11 software, adjusting the AMPS to CSP ratio. …”
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Development and Analysis of a Non-Resonant Wide-Band Tri-Axial Electromagnetic Energy Harvester by Hamid Khan, Farid Ullah Khan

“…Moreover, the harvester is utilized with various other home appliances, including washing machine, kitchen blender, and domestic water pump. …”
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PA-Win2: In Silico-Based Discovery of a Novel Peptide with Dual Antibacterial and Anti-Biofilm Activity by Jin Wook Oh, Min Kyoung Shin, Hye-Ran Park, Sejun Kim, Byungjo Lee, Jung Sun Yoo, Won-Jae Chi, Jung-Suk Sung

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Machine learning-based model for CD4+ conventional T cell genes to predict survival and immune responses in colorectal cancer by Zijing Wang, Zhanyuan Sun, Hengyi Lv, Wenjun Wu, Hai Li, Tao Jiang

“…The immunological responses to cancer heavily rely on the function of CD4Tconv. Despite this critical role, prognostic studies on CRC-related CD4Tconv remain insufficient. …”
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Eeg-based detection of epileptic seizures in patients with disabilities using a novel attention-driven deep learning framework with SHAP interpretability by Tawfeeq Shawly, Ahmed A. Alsheikhy

“…We articulate the mathematical characteristics of feature selection driven by NAM, delineate the convergence attributes of the loss function, and present measures of explainability through Shapley Additive Explanations (SHAP). …”
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Harnessing greylag goose optimization for efficient MPPT and seven-level inverter in renewable energy systems by K. Rajaram, R. Kannan

“…The inverter THD output voltage was used as the objective function, and the proposed method is particularly beneficial in agricultural settings. …”
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Designing a new tomato leaf disease classification framework using ran-based adaptive fuzzy c-means with heuristic algorithm model by Kanti Rongali Divya, Rao Gottapu Sasibhushana, Aruna Singam

“…The images related to tomato leaves are aggregated in the initial phase through online sources. Then, the images are forwarded to the pre-processing phase. …”
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Social Confrontation with Menstruation: A Feminist Ethnography of Menstrual Experience among Female Instagram Users by Rana Mohammad Taghinejad Esfahani, Majid Movahed, Halimeh Enayat, Aliyar Ahmadi

“…Materials & MethodsThis research employed feminist ethnography, utilizing Charmaz Grounded Theory for data analysis. …”
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Structural variants linked to Alzheimer’s disease and other common age-related clinical and neuropathologic traits by Ricardo A. Vialle, Katia de Paiva Lopes, Yan Li, Bernard Ng, Julie A. Schneider, Aron S. Buchman, Yanling Wang, Jose M. Farfel, Lisa L. Barnes, Aliza P. Wingo, Thomas S. Wingo, Nicholas T. Seyfried, Philip L. De Jager, Chris Gaiteri, Shinya Tasaki, David A. Bennett

“…Conclusions While still limited in sample size, this study highlights the utility of including analysis of SVs for elucidating mechanisms underlying GWAS loci and provides a valuable resource for the characterization of the effects of SVs in neurodegenerative disease pathogenesis.…”
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Children’s Headache Through Drawings: A Narrative Review and a Portrait Gallery by Floriana Ferro, Caterina Gaspari, Giulia Manfrè, Federica Cernigliaro, Daniela D’Agnano, Ruben Panzica, Edvige Correnti, Maria Rosita Ruta, Francesca Marchese, Renata Pitino, Mariarita Capizzi, Giuseppe Santangelo, Antonella Versace, Vittorio Sciruicchio, Vincenzo Raieli

“…Headache represents one of the most prevalent and disabling conditions in the pediatric population, with significant repercussions on mental and psychological well-being, as well as on academic achievement and social functioning, ultimately leading to a marked reduction in quality of life. …”
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Multi-objective particle swarm optimization algorithm-based method for optimal placement and sizing of distributed generations and shunt capacitors in a radial distribution network by Pinank Patel, Nagaraj Patil, Ahmed Mohsen, Aditya Kashyap, Nofal Adrees Hasan, Karthikeyan A, Dhirendra Nath Thatoi, Deepak Gupta, Alireza kamranfar

“…Various technologies, such as photovoltaic cells, wind turbines, combustion engines, and fuel cells, can be utilized as DG sources, depending on geographic suitability. …”
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Tokenization of creativity: user motivation, consensual value and Chinese copyright law by R. A. Budnik

“…We constructed the non-fungible token owner's moral right consisting of two powers: the right to designate one's name as the owner of a token for a specific creative product and to demand such an indication from others; and also, as a duty of NFT platforms to support the function of informing about the name or pseudonym of the token's owner.Analysis of the appropriate accumulated knowledge, development, and verification of formulated hypotheses on tokenized works' consensual value and additional economic utility, allowed us to achieve the goals of this study. …”
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An Improved Rule-Based Energy Management System: Effective Solution to Achieve Collaborative Control of Batteries in Multi-Prosumers Community Microgrid by Jiawei Huang, Chengxiong Mao, Bin Liu, Dan Wang, Rui Gao, Bo Gu

“…The integration of renewable energy sources into community microgrids is increasingly critical for reducing reliance on utility grids and promoting local energy consumption. …”
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Parent–Child Adaptive Responses for Digital Resilience by John P. Ziker, Jerry Alan Fails, Kendall House, Jessi Boyer, Michael Wendell, Hollie Abele, Letizia Maukar, Kayla Ramirez

“…Life history theory informs our approach to the development of parental control software that favors skill building and encourages parent–child discussions supporting child executive function and resilience to risks.…”
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A pan-cancer analysis of the prognostic and immunological roles of zinc finger protein 514 in human tumors by Shuai Zhao, Shuai Zhao, Shuai Zhao, Lin Cheng, Xingzhao Ji, Xingzhao Ji, Shengnan Sun, Shengnan Sun, Shengnan Sun, Yi Liu, Yi Liu, Qiang Wan, Qiang Wan, Qiang Wan

“…We also used the Tumor Immune Estimation Resource 2.0 (TIMER 2.0) database to investigate the association between ZNF514 expression and immune checkpoint genes and immune infiltration. …”
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Energy security assessment in rural communities in Brazil: A contribution to public policies by Wesly Jean, Marcel Bursztyn, Elton S. Oliveira, Júlia Lopes, Guadalupe Sátiro, Saulo Rodrigues Filho, Diego Lindoso, Juliana Dalboni Rocha, Nelson Bernal, Daniela Nogueira

“…Additionally, QGIS software was utilized to create thematic maps by categorizing defined classes and using the raster calculator function. …”
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Comprehensive behavioural study of senescence-accelerated mouse prone 8 and senescence-accelerated mouse prone 10 by Hiroshi Ueno, Yu Takahashi, Shinji Murakami, Kenta Wani, Tetsuji Miyazaki, Yosuke Matsumoto, Motoi Okamoto, Takeshi Ishihara

“…Conclusion: Together, these findings highlight the utility of SAMP8 and SAMP10 mice as models for studying age-related functional decline in the brain.…”
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Isolation and characterization of Bacillus sp. HSY32 and its toxin gene for potential biological control of plant parasitic nematode by Peiyu Yan, Shakil Ahmad, Zhixia Xu, He Jia, Renyue Zhang, Jingwen Song, Nazia Manzar, Abhijeet Shankar Kashyap, Wenfei Zhang

“…Phylogenetic analysis, utilizing 16S rRNA sequences and average nucleotide identity (ANI), established that HSY32 is closely related to Bacillus mobilis, a known species within the Bacillus genus. …”
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