A Classification Model Based on Interval Rule Inference Network with Interpretability by Yunxia Zhang, Yiming Zhong, Xiaochang Wu, Jing Bai

“…Experimental results demonstrate that the proposed method possesses high interpretability, enhancing the reliability of classification and maintaining the accuracy. Its application in an actual engineering case illustrates that it is particularly suitable for engineering problems where the explanation of results is a critical requirement.…”
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A roadmap to implementing machine learning in healthcare: from concept to practice by Adam Paul Yan, Adam Paul Yan, Lin Lawrence Guo, Jiro Inoue, Santiago Eduardo Arciniegas, Emily Vettese, Agata Wolochacz, Nicole Crellin-Parsons, Brandon Purves, Steven Wallace, Azaz Patel, Medhat Roshdi, Karim Jessa, Karim Jessa, Bren Cardiff, Lillian Sung, Lillian Sung, Lillian Sung

“…We launched Pediatric Real-world Evaluative Data sciences for Clinical Transformation (PREDICT) at a pediatric hospital. Its goal was to develop, deploy, evaluate and maintain clinical ML models to improve pediatric patient outcomes using electronic health records data.ObjectiveTo provide examples from the PREDICT experience illustrating how common challenges with clinical ML deployment were addressed.Materials and methodsWe present common challenges in developing and deploying models in healthcare related to the following: identify clinical scenarios, establish data infrastructure and utilization, create machine learning operations and integrate into clinical workflows.ResultsWe show examples of how these challenges were overcome and provide suggestions for pragmatic solutions while maintaining best practices.DiscussionThese approaches will require refinement over time as the number of deployments and experience increase.…”
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Content of TDF, SDF and IDF in Cereals Grown by Organic and Conventional Farming – a Short Report by Menkovska Mirjana, Levkov Vesna, Damjanovski Dragan, Gjorgovska Natasha, Knezevic Desimir, Nikolova Nedeljka, Andreevska Danica

“…The organically grown cereals, primarily oat and barley, have shown higher values of TDF and of its fractions than the conventionally grown cereals. …”
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Analysis of Above-Ground Steel Storage Tanks Resting Over Piles or Stone Columns by Tarek Salem, Hassan Maaly, Ahmed Abdelbaset

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D’une sociabilité désabusée by Florence Pellegrini, Juliette Azoulai

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When the Kids Move Back Home by Lynda Spence, Larry Forthun

“…With intergenerational cohabitation on the rise, it’s a good idea to examine the “what-ifs” before the doorbell rings. …”
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Assessment of hydromorphological conditions of the river using the MQI method (Case study area: JAJROOD River) by Maryam Ilanloo, Amir Karam

“…For this reason, during the recent decades and because of human manipulations, the JAJROOD River basin and its margins have been heavily affected. Hence the study of hydro morphological changes in this river is strongly needed. …”
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Assessment of the Ground Vulnerability in the Preveza Region (Greece) Using the European Ground Motion Service and Geospatial Data Concerning Critical Infrastructures by Eleftheria Basiou, Ignacio Castro-Melgar, Haralambos Kranis, Andreas Karavias, Efthymios Lekkas, Issaak Parcharidis

“…The European Ground Motion Service (EGMS) and geospatial data are integrated in this paper to evaluate ground deformation and its effects on critical infrastructures in the Preveza Regional Unit. …”
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Antonin Scalia’s Constitutional Textualism: The Problem of Justice to Posterity by Bruce E. Auerbach, Michelle Reinhart

“…For this purpose to be fulfilled, justices of the Supreme Court must read the language of the Constitution according to its original meaning. We argue there is little reason to believe that Scalia’s understanding is correct. …”
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The effects of disordered edge and vanishing friction in microscale structural superlubric graphite contact by Hengqian Hu, Jin Wang, Kaiwen Tian, Quanshui Zheng, Ming Ma

“…Recent studies find that the edge pinning of SSL contact dominates the friction. However, its nature remains mysterious due to the lack of direct characterizations on atomic scale. …”
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Origen and Plato on the Superiority and Perfection of the Soul by Zhimeng Lin

“…Origen’s theology is fundamentally rooted in the question of whether he upheld the pre-existence of the soul or focused more on the soul’s superiority over the body and its perfection. While inheriting many ideas from Plato, Origen adapted them in accordance with Christian doctrine. …”
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Unveiling the link between NADPH oxidase 2 activation and mitochondrial superoxide formation in leukemic cell killing induced by arsenic trioxide by Andrea Spina, Andrea Guidarelli, Gloria Buffi, Mara Fiorani, Orazio Cantoni

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Liangxue Tongyu Prescription exerts neuroprotection by regulating the microbiota-gut-brain axis of rats with acute intracerebral hemorrhage by Yingying Sun, Dandan Zhou, Anlan Liu, Yu Zhou, Yang Zhao, Yuan Yuan, Weifeng Guo, Jianxiang Li

“…The aim of this study is to investigate whether LTP exerts its neuroprotective effect on AICH rats through the microbiota-gut-brain axis and explore its potential underlying mechanism. …”
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The Engineering Pedagogy Evolution: The Foundation and Three Measurements by D. P. Danilaev, N. N. Malivanov

“…Based on the general foundations and laws of pedagogy, three measurements of engineering pedagogy enable to reveal its interdisciplinary strategy in different subject areas. …”
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A population dynamics approach to understand the invasiveness of the seaweed Rugulopteryx okamurae (Ochrophyta, Dictyotales) by Jesús Rosas-Guerrero, Raquel Carmona, Julio De la Rosa, Marianela Zanolla, María Altamirano

“…Additionally, the association between cohorts and different morphotypes suggests that R. okamurae phenotypic plasticity enables its persistence in introduced areas. These findings provide valuable insights into the biological traits underpinning its invasiveness in P. oceanica meadows, revealing temporal windows of invasiveness driven by different mechanisms. …”
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An Optimized NGS Workflow Defines Genetically Based Prognostic Categories for Patients with Uveal Melanoma by Michele Massimino, Elena Tirrò, Stefania Stella, Cristina Tomarchio, Sebastiano Di Bella, Silvia Rita Vitale, Chiara Conti, Marialuisa Puglisi, Rosa Maria Di Crescenzo, Silvia Varricchio, Francesco Merolla, Giuseppe Broggi, Federica Martorana, Alice Turdo, Miriam Gaggianesi, Livia Manzella, Andrea Russo, Giorgio Stassi, Rosario Caltabiano, Stefania Staibano, Paolo Vigneri

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Nootkatone Derivative Nootkatone-(E)-2-iodobenzoyl hydrazone Promotes Megakaryocytic Differentiation in Erythroleukemia by Targeting JAK2 and Enhancing JAK2/STAT3 and PKCδ/MAPK Cro... by Yang Pan, Feng Xiao, Chaolan Pan, Hui Song, Peng Zhao, Meijun Chen, Liejun Huang, Jue Yang, Xiaojiang Hao

“…Although nootkatone, a sesquiterpene derived from grapefruit peel and Alaska yellow cedar, has shown anticancer activity predominantly in solid tumors, its effects in erythroleukemia remain unexplored. …”
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Framework Using Multicriteria Analysis for Evaluating the Risk of Musculoskeletal Disorders by Karolis Senvaitis, Aušra Adomavičienė, Kristina Daunoravičienė

“…The model enables individual risk profiling, influenced by dynamic parameters that can reduce the long-term risk by up to 70.49%. The model is in its early development stages, i.e., it is the proof of concept that offers a new approach to assessing MSD risk at work using motion tracking data in combination with statistics. …”
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Phase Transition, Magnetocaloric Effect, and Critical Behavior of Room Temperature Magnetic Refrigerant Material Mn5Ge2.7Zn0.3 by XU Tongjie, LIU Zhenhua, JIN Huaiyu, LIU Jie, JIANG Xiuli, LI Zhe, LIU Yongsheng

“…Mn5Ge2.7Zn0.3 alloy was successfully prepared by using the arc-melting method, and its phase transition, magnetocaloric effect, and critical behavior were studied. …”
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Wound Myiasis Caused by Sarcophaga (Liopygia) Argyrostoma (Robineau-Desvoidy) (Diptera: Sarcophagidae): Additional Evidences of the Morphological Identification Dilemma and Molecul... by Annunziata Giangaspero, Marianna Marangi, Antonio Balotta, Claudio Venturelli, Krzysztof Szpila, Antonella Di Palma

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