Prediction of microbe-drug associations using a CNN-Bernoulli random forest model by Zihao Song, Qingnuo Li, Jincheng Zhao, Qinggang Bu, Zekang Bian, Jia Qu

“…The innovation of CNNBRFMDA lies in its integration of CNN for nonlinear feature extraction and BRF for robust prediction. This approach enhances computational efficiency and improves the model’s ability to capture complex patterns, thereby increasing the precision and interpretability of drug response predictions. …”
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Cell Walls of Lipid-Rich Microalgae: A Comprehensive Review on Characterisation, Ultrastructure, and Enzymatic Disruption by Sneha Shivakumar, Nicholas Serlini, Sara M. Esteves, Svitlana Miros, Ronald Halim

“…Certain microalgae species have gained traction in the biofuel and food/feed sectors due to their ability to accumulate large amounts of intracellular lipids. …”
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Vanadium Stress-Driven Microbial Acclimation Enhances Biological Denitrification in Recycling of Vanadium-Containing Industrial Wastewater by Yihuan She, Yimin Zhang, Qiushi Zheng, Zhenlei Cai, Yue Wang, Nannan Xue

“…By integrating microbial resilience with circular economy principles, our strategy offers a scalable prototype for sustainable vanadium extraction, aligning with low-carbon metallurgy demands in clean energy transitions. …”
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Health education interventions for individuals with visual or hearing impairment: a scoping review by Sohyun Jin, Geumbo Ko, Youngshin Song

“…Two researchers independently reviewed full-text articles and extracted data into a standardized table, with results summarized using descriptive statistics. …”
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DIFFERENTIATED APPROACH TO THE PRESERVATION OF THE ROOTS OF TEETH AND THEIR USE IN DENTAL PROSTHETICS by S.V. Irkha

“…One of the main causes of tooth extraction is a problem associated with drug treatment and root canal filling, especially heavily traversed, and in the case of kistohranulom and other pathological processes in the tissues surrounding the tooth that requires a balanced approach to their preparation for dental prosthetics. …”
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ZAS-F: A Zero-Shot Abstract Sub-Goal Framework Empowers Robots for Long Horizontal Inventory Tasks by Yongshuai Wu, Jian Zhang, Shaoen Wu, Shiwen Mao, Ying Wang

“…ZAS-F is an imitation-learning-based method that efficiently learns a task policy from a few demonstrations. The learned policy extracts abstract features from multimodal and extensive temporal observations and subsequently uses these features to predict task-agnostic sub-goals by reasoning about their latent relations. …”
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Fine-Tuning Retrieval-Augmented Generation with an Auto-Regressive Language Model for Sentiment Analysis in Financial Reviews by Miehleketo Mathebula, Abiodun Modupe, Vukosi Marivate

“…We develop a novel structure called language feature extraction and adaptation for reviews (LFEAR), an advanced natural language model that amalgamates retrieval-augmented generation (RAG) with a conversation format for an auto-regressive fine-tuning model (ARFT). …”
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A study on the repeatability of radiomics parameters under repeated CT scans by Yi-Zhi Zhao, Lin Wu, Zhi-Gang Min, Chao-Ying Qian, Ting Chen, Yin-Bo Feng

“…Abstract Background To investigate the repeatability and diagnostic ability of radiomics parameters of lung lesions under repeated CT scan. …”
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Counting rare Wolbachia endosymbionts using digital droplet PCR by Alphaxand K. Njogu, Francesca Logozzo, William R. Conner, J. Dylan Shropshire

“…Here, we report three ddPCR assays to measure total Wolbachia abundance, Wolbachia abundance adjusted for DNA extraction efficiency, and Wolbachia density relative to host genome copies. …”
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Enhanced MRI brain tumor detection using deep learning in conjunction with explainable AI SHAP based diverse and multi feature analysis by Asif Rahman, Maqsood Hayat, Nadeem Iqbal, Fawaz Khaled Alarfaj, Salem Alkhalaf, Fahad Alturise

“…This achievement is ascribed with MRI–based feature extraction by combining high resolution, non-invasive imaging capabilities with the powerful analytical abilities of CNN. …”
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Using Virtual Reality to Enhance Surgical Skills and Engagement in Orthopedic Education: Systematic Review and Meta-Analysis by Ting Li, Jingxin Yan, Xin Gao, Hangyu Liu, Jin Li, Yuanting Shang, Xiaoyu Tang

“…A total of 2 investigators independently conducted literature screening, data extraction, and risk of bias assessment for included studies in accordance with the PICOS framework (Population, Intervention, Comparison, Outcomes, and Study Design), followed by statistical synthesis of outcomes using RevMan 5.3 software (Cochrane Collaboration). …”
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Decolonizing medical education: a systematic review of educational language barriers in countries using foreign languages for instruction by Abdullah Ashraf Hamad, Doaa B. Mustaffa, Asmaa Zakria Alnajjar, Raghad Amro, Mohammad Ghassab Deameh, Bassant Amin, Ibraheem M. Alkhawaldeh

“…Eligible studies focused on language barriers faced by medical, pharmacy, nursing, dental, or veterinary students in countries relying on foreign-language-based medical education. Data extraction included study characteristics, reported language barriers, and their impact on education and patient communication. …”
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Phenolic compounds, antioxidant and α-glucosidase inhibitory activities from moringa oleifera seed by-products by Linzhen Li, Xiangjie Dai, Shengjia Xiao, Zhiyi Tang, Yutong Wang, Nian Yu, Ting Xiong, Yongjun Li

“…In an unprecedented study, the antioxidant and α-glucosidase inhibitory activities of crude extracts from the medicinal and by-product parts of M. oleifera seed were compared and evaluated. …”
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Reading Promotion as Ideology: The Reproduction of Power Relations in Book Reading Meetings by the Iran Public Libraries Foundation by Alireza Panahi Dodaran, Mohammad Khandan, Majid Soleimani Sasani

“…Objective: This study aims to identify the ideological dimensions of reading promotion and to explore how subjectivity and practice are discursively and ideologically constructed in the "book reading meetings".Methodology: The research method is discourse analysis. The data were extracted from 21 texts related to reading promotion in the "book reading meetings", which were purposively sampled. …”
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Risk prediction models for stress urinary incontinence after pelvic organ prolapse (POP) surgery: a systematic review and meta-analysis by Bi Jun Yu, Hao Chong He, Li Wang, Han Mei Shao, Ying Min Liu, Xiao Ying Yan, Jian Liu

“…Literature screening and data extraction were performed independently by two researchers. …”
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Influence of type traits on stayability in the Ital- ian Mediterranean buffalo by Damiano Altieri, Stefano Biffani, Mayra Gómez, Yuri Gombia, Dario Rossi, Luca Gubitosi, Nadia Piscopo, Francesca Carnovale, Rossella Di Palo

“…Data from 276.415 buffalo cows registered in the ANASB studbook starting from 1989 were extracted and merged with the official milk test-day recording datasets from the Italian Breeder’s Association (AIA). …”
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Impact of Fermentation Using Eurotium cristatum on Phenolic Compounds, Enzymatic Activity and Antioxidant Capacity of 'Xiguahong' Sweet Potato Leaves by Junpeng YI, Yan GAO, Xin LI, Yuxin HAN, Wenchao LIU, Xu DUAN

“…Furthermore, in the DPPH and ABTS+ assays, a significant improvement (P<0.05) was observed in the free radical scavenging ability of the methanolic extracts of fermented leaves. …”
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ATP6V1A deletion leads to impaired clearance of septic cardiac resident macrophages by YANG Shunxin, ZHOU Yuanqun, XIANG Xinming

“…Cardiac resident macrophages were extracted for transcriptomic sequencing to determine the functional changes of the cells after sepsis. …”
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Stability of Glass-ceramic Solidified Body of High Level Chloride Salts from Pyro-reprocessing of Spent Nuclear Fuels by CHANG Jiong, WANG Jiateng, LIU Xiao, LI Longfei, BAO Liangjin, LONG Haoqi, TAN Shengheng

“…This makes the traditional wet reprocessing method by solvent extraction difficult and as a result the pyro-reprocessing method by molten salts was developed. …”
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Current Status of Application of Spaceborne GNSS-R Raw Intermediate-Frequency Signal Measurements: Comprehensive Review by Qiulan Wang, Jinwei Bu, Yutong Wang, Donglan Huang, Hui Yang, Xiaoqing Zuo

“…Firstly, the development of spaceborne GNSS-R microsatellites launch technology is introduced, including the ability of microsatellites to receive GNSS signals and receiver technique, as well as related frequency bands and technological advancements. …”
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