Massively parallel homogeneous amplification of chip-scale DNA for DNA information storage (MPHAC-DIS) by Zhi Weng, Jiangxue Li, Yi Wu, Xuehao Xiu, Fei Wang, Xiaolei Zuo, Ping Song, Chunhai Fan

“…Specifically, even a ~ 1 ×  sequencing depth, with the combination of machine learning, results in an acceptable decoding accuracy of ~80%. …”
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Exploring the paradigm shift towards sustainability: A systematic literature review on circular economy and eco-innovation by Ruchira R N Ghormare, Sana Fatima, Priya Grover, Nidhi Phutela, Vinay Kandpal, Ernesto D. R. Santibanez Gonzalez

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Construction and application of a digital twin model for multi-objectiveoptimization of intelligent tape conveyor system by Wei CHEN, Jingzhao LI, Qing SHI, Jichao LIU, Huashun LI

“…In this conceptual model, an Online Sequential Extreme Learning Machine (OS-ELM) is applied within the virtual component to construct a near real-time model predicting sweeping force, using physical feedback data as input parameters. …”
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A glimpse into the future: Integrating artificial intelligence for precision HER2‐positive breast cancer management by Xinpei Deng, Yixuan Yan, Zekai Zhan, Jindong Xie, Hailin Tang, Yutian Zou, Jian Tu, Peng Liu

“…Therefore, evaluating patient HER2 status and ascertaining responsiveness to anti‐HER2 therapy is crucial. The advent of deep learning has propelled the artificial intelligence (AI) revolution, leading to an increased applicability of AI in predictive models. …”
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The optimal treatment of invasive ductal and lobular carcinoma occurring at the same time needs to be established by Supriya Peshin, Rafi Iftekher, Rabia Iqbal, Shagun Singh, Moka Nagaishwarya

“…Our approach integrates the best available evidence with multidisciplinary expertise to inform a personalised treatment plan. The learning points emphasise the need for establishing evidence-based strategies for managing synchronous bilateral breast cancers.…”
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Students with disabilities in higher education call for personal empowerment, equitable inclusive systems, and individualized accommodations by Paul A. Bartolo, Michelle Borg, Anne-Marie Callus, Liberato Camilleri, Alistair De Gaetano, Marchita Mangiafico, Edward Mazzacano D'Amato, Carmen Sammut, Ramona Vella Vidal, Jonathan Vincent

“…They need to create a diversity respectful ethos and socio-emotional support that promotes everyone's membership in the university community, while adopting a universal design for learning mindset that is open to the diverse needs of students and providing a smooth system of accommodations for other individual needs.…”
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The Protective Effect of Mangiferin on Formaldehyde-Induced HT22 Cell Damage and Cognitive Impairment by Fan Chen, Na Wang, Xinyan Tian, Juan Su, Yan Qin, Rongqiao He, Xiaping He

“…Further studies showed that the intragastric administration of 40 mg/kg/day MGF for 6 weeks significantly improved spatial learning ability and long-term memory in C57/BL6 mice with FA-induced cognitive impairment by reducing Tau hyperphosphorylation and the expression of GRP78, GSK-3β, and CaMKII in the brains. …”
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Multilevel Precision-Based Rational Design of Chemical Inhibitors Targeting the Hydrophobic Cleft of Apical Membrane Antigen 1 (AMA1) by Umashankar Vetrivel, Shalini Muralikumar, B Mahalakshmi, K Lily Therese, HN Madhavan, Mohamed Alameen, Indhuja Thirumudi

“…Furthermore, binding free energy calculations of these two compounds also revealed a significant affinity to AMA1. Machine learning approaches also predicted these two compounds to possess more relevant activities. …”
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Educational Function of the State as an Object of Administrative and Legal Regulation by V. V. Abroskin

“…As a result of revealing the essence of the categories “function of the state” and “education” the author has formulated own definition of the concept of “educational function of the state” as the direction conditioned by the social purpose of the state, during which the state (in the form of state and non-state subjects of educational activity) creates proper conditions to meet the needs of citizens for their intellectual, spiritual, physical and cultural development, to provide them with equal access to educational services, which, as a consequence, may lead to the achievement of the planned learning outcomes. The conclusion about the two-component purpose of the educational function of the state has been made. …”
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Student correlates with interprofessional attitudes within undergraduate medical education by Jaime A. Foushee, Kirstie M. Everhart, Alexis M. Stoner, Lindsay Tjiattas-Saleski, David Redden

“…Abstract Background Interprofessional education (IPE) is defined as students from two or more professions learning together to collaborate and advance health outcomes and is a required component of osteopathic medical education. …”
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Diabetes self-management education (DSME) for older persons in Western countries: A scoping review. by Pilar Camargo-Plazas, Madison Robertson, Beatriz Alvarado, Geneviève C Paré, Idevania G Costa, Lenora Duhn

“…Such experiential knowledge is vital in developing educational programs to ensure alignment with this population's preferred learning styles, literacy levels, culture, and needs-such an approach could manifest more substantive, sustained results.…”
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An Educational Web-Based Expert System for Novice Highway Technology in Flexible Pavement Maintenance by Abdalrhman Milad, Nur Izzi Md. Yusoff, Sayf A. Majeed, Zainab Hasan Ali, Mohmed Solla, Nadhir Al-Ansari, Riza Atiq Rahmat, Zaher Mundher Yaseen

“…Due to all mentioned, a new drive to promote online learning paves the way to evaluate our future approach to curriculum development and delivery of educational materials for engineering courses. …”
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Dynamic Analysis of <i>Spartina alterniflora</i> in Yellow River Delta Based on U-Net Model and Zhuhai-1 Satellite by Huiying Li, Guoli Cui, Haojie Liu, Qi Wang, Sheng Zhao, Xiao Huang, Rong Zhang, Mingming Jia, Dehua Mao, Hao Yu, Zongming Wang, Zhiyong Lv

“…The U-Net model, coupled with the Relief-F algorithm, achieved a superior extraction accuracy (Kappa > 0.9 and overall accuracy of 93%) compared to traditional machine learning methods. From 2019 to 2021, <i>S. alterniflora</i> expanded rapidly, increasing from 4055.06 hm² to 6105.50 hm², primarily in tidal flats and water bodies. …”
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Leadership and management skills for student nurses: a scoping review by Hadi Zulhiqman Abdul-Rahim, Shahrimawati H. Sharbini, Mursidi Ali, Sarena Haji Hashim, Khadizah H. Abdul-Mumin

“…However, while various assessment tools and workshops exist to train these skills, the studies suggest that more time and resources are needed to effectively address students’ learning needs.…”
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Individual Differences in Behavioural Despair Predict Brain GSK-3beta Expression in Mice: The Power of a Modified Swim Test by Tatyana Strekalova, Nataliia Markova, Elena Shevtsova, Olga Zubareva, Anastassia Bakhmet, Harry M. Steinbusch, Sergey Bachurin, Klaus-Peter Lesch

“…Here, we studied a novel mouse paradigm that potentially models augmented learning of adverse memories during development of a depressive-like state. …”
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Empowering Particle Jamming Soft Gripper with Tactility via Stretchable Optoelectronic Sensing Skin by Liyan Mo, Wenhao Xie, Jingting Qu, Jiutian Xia, Yunquan Li, Yuanfang Zhang, Tao Ren, Yang Yang, Juan Yi, Changchun Wu, Yonghua Chen

“…It can precisely distinguish between different grasping postures using a light gradient boosting machine (LightGBM) learning model. Furthermore, it can effectively detect the slippage of grasped objects, facilitating accurate closed‐loop control for secure manipulation.…”
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Smart Driving Hardware Augmentation by Flexible Piezoresistive Sensor Matrices with Grafted‐on Anticreep Composites by Kaifeng Chen, Hua Yang, Ang Wang, Linsen Tang, Xin Zha, Ndeutala Selma Iita, Hong Zhang, Zhuoxuan Li, Xinyu Wang, Wei Yang, Shaoxing Qu, Zongrong Wang

“…The recognition of sitting postures is achieved by two 12 × 12 matrices facilitated by machine learning, which prompts the potential for the augmentation of smart driving.…”
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The Accuracy of the NSQIP Universal Surgical Risk Calculator Compared to Operation-Specific Calculators by Mark E. Cohen, PhD, Yaoming Liu, PhD, Bruce L. Hall, MD, PhD, MBA, FACS, Clifford Y. Ko, MD, MS, MSHS, FACS

“…For the N-RC, a cohort of 5,020,713 NSQIP patient records were randomly divided into 80% for machine learning algorithm training and 20% for validation. …”
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Simulated practice in the development of clinical reasoning in nursing students: A systematic review protocol by Rute Pires, Maria Marques, Henrique Oliveira, Margarida Goes, Miguel Pedrosa, Manuel Lopes

“…Simulated clinical practice is a pedagogical technique that replicates real-world scenarios in a controlled environment, enabling nursing students to engage in the teaching-learning process actively. While simulated practice is a growing pedagogical strategy, several studies have examined its strengths and limitations. …”
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Effectiveness of mental health interventions for older adults in South Asia: A scoping review. by Hoimonty Mazumder, Farah Faizah, Easter Protiva Gain, Irfath Sharmin Eva, Kaniz Ferdouse Mou, Nobonita Saha, Farzana Rahman, Jyoti Das, A M Khairul Islam, Fazilatun Nesa, M Mahbub Hossain

“…Across studies, mental health interventions can be broadly categorized into the following types- 1) traditional Yoga, Tai chi, or other meditative movements; 2) behavioral, occupational, or learning-based interventions; 3) tech-based interventions; 4) music therapy; and 5) new healthcare model. …”
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