Machine Learning-Driven Prediction of One-Year Readmission in HFrEF Patients: The Key Role of Inflammation by Ma F, Hu Y, Han P, Qiu Y, Liu Y, Ren J

“…Predicting one-year readmission risk is crucial for optimizing treatment and reducing costs.Methods: We conducted a single-center retrospective study on adult HFrEF patients admitted to the Cardiovascular Department of the First Affiliated Hospital, Zhejiang University School of Medicine on January 2020 and March 2023. …”
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Evaluation of the Development Level of Edible Mushroom Production Systems in Iran between 2016 and 2021 by M. Zangeneh, E. Godini

“…A comprehensive evaluation of production system development across the country can enhance product quality, stabilize the supply chain, reduce costs, and improve overall efficiency and performance. …”
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Machine learning with the body roundness index and associated indicators: a new approach to predicting metabolic syndrome by Yaxuan He, Zekai Chen, Zhaohui Tang, Yuexiang Qin, Fang Wang

“…Traditional invasive diagnostic methods are costly, inconvenient, and unsuitable for large-scale screening. …”
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Explainable machine learning models for mortality prediction in patients with sepsis in tertiary care hospital ICU in low- to middle-income countries by Saumya Diwan, Vinay Gandhi, Esha Baidya Kayal, Puneet Khanna, Amit Mehndiratta

“…It is an even more prevalent health problem in low- and middle-income countries demanding costly treatment and management. This study proposes an explainable artificial intelligence-based approach towards mortality prediction for patients with sepsis admitted to intensive care unit (ICU). …”
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Development of Hybrid District Heating Systems by A. V. Sednin, K. M. Dyussenov

“…It is argued that, despite the constantly decreasing costs of creating and operating an electric power storage system, thermal energy storage systems remain a priority in heat supply, especially when using renewable energy sources. …”
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Practice and Enlightenment of Developing Librarians' Digital Scholarship Service Skills at the University of Florida Library by YANG Xing

“…This paper summarizes its main implementation characteristics from four aspects: 1) Conduct the top-level design of the training project in advance based on the feedback from team members. 2) Organize librarians to collaboratively develop the project charter, which includes detailed descriptions of the project scope, deliverables, outcomes, target audience, team member roles and responsibilities, timelines and constraints, communication methods, and deadlines. 3) Apply for special funds to cover the training costs of external experts. 4) Establish an independent space for teaching activities and project collaboration to encourage creativity and a playful atmosphere. …”
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Study on high-concentration activated sludge system for energy-efficient nitrogen removal in wastewater by Benfu Luo, Yuhang Liu, Yiqiang Huang, Weiwei Huang, Qiang Chen, Yujing Yan, Haixing He, Xiang Zhou, Jie Yu

“…This study can significantly reduce operating costs. The air-lift pump facilitates the lifting of wastewater, it also supplies DO to the water, thereby reducing the need for aeration. …”
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Isolation and characterization of mollicute symbionts from a fungus-growing ant reveals high niche overlap leading to co-exclusion by Emily A. Green, Ian Klepacki, Jonathan L. Klassen

“…Our phenotypic experiments and genomic reconstructions highlight the highly overlapping niches and likely costs and benefits of these symbionts to their ant host, setting the stage for further experimentation.…”
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Effect of perioperative probiotic intervention on postoperative cognitive dysfunction in elderly patients: a randomized double- blinded and placebo-controlled trial by Sunan Gao, Hongyu Dai, Qian Hao, Jiale Song, Kang Ji, Hongwei Xu, Gang Chen, Jian Lu

“…Abstract Background Postoperative cognitive dysfunction (POCD) may last for days, months or even years, leading to prolonged hospitalization and increased costs, increased mortality, and poor quality of life. …”
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Performance of Various Artificial Intelligence Models for Predicting Temperature in an Industrial Building—A Case Study by Johan Roussel, Zoubeir Lafhaj, Pascal Yim, Thomas Danel, Laure Ducoulombier

“…By integrating high-performing predictive models into equipment control systems, it is possible to reduce energy costs, improve thermal comfort, and ensure efficient process stability. …”
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Patient safety culture and satisfaction in Ghana: a facility-based cross-sectional study by Emmanuel Kumah, Prince Owusu Adoma, Francis Acquah, Charles Owusu-Aduomi Botchwey, Agartha Afful Boateng, Patricia Ofori Ahimah, Dorothy Serwaa Boakye, Ebenezer Addae Boahen, Vivian Kruh, Joseph Bob Kow Koomson

“…The consequences of these adverse events encountered by the respondents were mentioned as increased healthcare costs (52%), followed by hospitalisation (43%), worsening of health conditions (41%) and contraction of chronic health conditions (22%). …”
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Industry 4.0 and circular economy for bolstering healthcare sector: A comprehensive view on challenges, implementation, and futuristic aspects by Mohd Javaid, Abid Haleem, Ibrahim Haleem Khan, Ravi Pratap Singh, Abid Ali Khan

“…By utilizing the circular economy and circular healthcare, healthcare organizations may gain and contribute to sustainable business models that help them for better health outcomes, enhanced patient and worker experiences, and lower care costs.…”
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Humic Substances Promote the Activity of Enzymes Related to Plant Resistance by Rakiely M. Silva, Fábio L. Olivares, Lázaro E. P. Peres, Etelvino H. Novotny, Luciano P. Canellas

“…However, it is time-consuming and costly, and it is sometimes difficult to achieve satisfactory results. …”
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Assessing the impact of an innovate behavioral health clinic: a retrospective cohort study by Shaina Schwartz, Jakub Michel, Emma Brown, Mallory Bullard, Chak Yui Martin Chan, Joshua Doolittle, Kathryn Harrison, Alex Pashayan, Julie Nguyen, Archana Kumar

“…This can cause incontinuity in care, increased costs, and may worsen clinical outcomes compared to treatment in the outpatient setting. …”
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Integrating HIV/AIDS services into financial protection systems to increase sustainability of the HIV/AIDS response by Judy Chang, Mai Hijazi, Susanna Baker, Onyeka Igboelina, Carlyn Mann, Hannah Marqusee, Cam Anh Nguyen, Carolina Piña, Jemeh Pius, Robert Stanley, Zacheaus Zeh Akiy

“…SFI’s activities were founded on a strong understanding of and alignment with partner government priorities, as well as costing and actuarial analyses, which allowed for the development of context-specific approaches for improving financial protection for PLHIV. …”
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Development and validation of an analytical procedure for the determination of residual protein A in active substances of therapeutic monoclonal antibodies by E. V. Nozdrina, D. A. Mazalev, D. R. Rogozina, S. P. Zhivoderov, I. V. Lyagoskin, R. R. Shukurov

“…This analytical procedure will alleviate import substitution and reduce quality control costs for Russian immunobiologicals.…”
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Recent Advances in HPV Detection: From Traditional Methods to Nanotechnology and the Application of Quantum Dots by He Z, Zheng X, Liu R, Zhao K, Mao D, Zhang L, Wan R, Zhang H, Wang X

“…Traditional detection techniques are often cumbersome, costly, and inadequate for on-site HPV testing. Nanotechnology, with its unique electrical, chemical, and optical properties, has emerged as a pivotal component in the development of biosensors for rapid and reliable HPV detection. …”
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Lower drive of continuous action unit to form underlying layer of road by V. A. Nikolaiev

“…Theoretically reasonable total energy costs for ground cutting of one cubic meter by buckets of continuous action unit to form an underlying layer of roads requires 109 kilojoules. …”
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Super-resolution reconstruction of the 1 arc-second Australian coastal DEM dataset by Bo Zhang, Zekai Shi, Danfeng Hong, Qi Wang, Jian Yang, Haoyuan Ren, Meng Zhang

“…The highest resolution free available DEM data in the Australian land area is 30 m (1 arc-second), whereas for the ocean area, it is only 450 meters (15 arc-seconds) due to the slow and costly nature of sonar data collection. Deep learning-based image super-resolution (SR) has demonstrated high computational efficiency and optimal performance in enhancing bathymetric resolution. …”
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Be-SNAP: the Belgian Sepsis National Action Plan by Annelies Mondelaers, Annelies Mondelaers, Febe Van de Voorde, Harlinde Peperstraete, Ken Dewitte, Jan De Waele, Ilse Malfait, Patrick Van de Voorde, Erika Vlieghe, Erika Vlieghe

“…The economic impact is substantial with annual costs ranging from €277 million to €4.3 billion. …”
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