Refined prognostication of pathological complete response in breast cancer using radiomic features and optimized InceptionV3 with DCE-MRI by Satyabrata Pattanayak, Tripty Singh, Rishabh Kumar

“…To optimize the model’s performance, we experimented with different combinations of loss functions, optimizer functions, and activation functions. …”
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Cucumber Leaf Segmentation Based on Bilayer Convolutional Network by Tingting Qian, Yangxin Liu, Shenglian Lu, Linyi Li, Xiuguo Zheng, Qingqing Ju, Yiyang Li, Chun Xie, Guo Li

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Evaluation and Optimization of Traditional Mountain Village Spatial Environment Performance Using Genetic and XGBoost Algorithms in the Early Design Stage—A Case Study in the Cold... by Zhixin Xu, Xiaoming Li, Bo Sun, Yueming Wen, Peipei Tang

“…As urbanization advances, rural construction and resource development in China encounter significant challenges, leading to the widespread adoption of standardized planning and design methods to manage increasing population pressure. …”
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FSSA: A Fully Serial and Mixed-Precision Systolic Array for Vision Transformer Acceleration on Edge by Iraj Moghaddasi, Byeong-Gyu Nam

“…However, this noteworthy capability comes at the cost of increasing complexity, posing significant challenges when deploying on resource-constrained edge devices. Concerning this, previous efforts have primarily focused on enhancing computational efficiency via compression. …”
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The Prediction of Outcomes in Patients Admitted with Traumatic Brain Injury Using the Rotterdam Score by Bikram Shakya, Bidur KC

“…Its strong discriminative ability supports its clinical utility for early risk assessment, aiding decision-making and resource allocation. …”
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The Transcription Factor Basic Pentacysteine 5, RsBPC5, Enhances Lead Stress Tolerance in <i>Raphanus sativus</i> by Jian Xiao, Yongli Wen, Wenjing Kang, Fangzhou Yu, Chuan Liu, Zhenyu Peng, Dianheng Xu

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Transforming non-conventional yeasts into key players in biotechnology: advances in synthetic biology applications by Soo Young Moon, Soo Young Moon, Nan-Yeong An, Ju Young Lee, Ju Young Lee

“…Beyond the conventional yeast Saccharomyces cerevisiae, non-conventional yeasts are naturally more multifaceted, possessing the ability to utilize renewable and low-cost carbon sources while exhibiting robust physiology under challenging conditions. …”
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Participatory Leadership of The Principal in Improving Teacher Competence by Isthifa Kemal, Firmanda Arlita, Salim Aktar

“…Professional competence, the teacher understands the main tasks and functions. The teacher implements various strategies and ways of managing classes, and plans and utilizes various available learning resources. …”
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The Hydrodynamic Performance of a Vertical-Axis Hydro Turbine with an Airfoil Designed Based on the Outline of a Sailfish by Aiping Wu, Shiming Wang, Chenglin Ding

“…This study investigates an aerodynamic optimization framework inspired by marine biological morphology, utilizing the sailfish profile as a basis for airfoil configuration. …”
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Role of community health workers in type 2 diabetes mellitus self-management: A scoping review. by Bonaventure Amandi Egbujie, Peter Arthur Delobelle, Naomi Levitt, Thandi Puoane, David Sanders, Brian van Wyk

“…<h4>Objectives</h4>This study aimed to examine how CHW have been utilized to support T2DM self-management globally, their preparation for and supervision to perform their functions.…”
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Software with artificial intelligence-derived algorithms for detecting and analysing lung nodules in CT scans: systematic review and economic evaluation by Julia Geppert, Peter Auguste, Asra Asgharzadeh, Hesam Ghiasvand, Mubarak Patel, Anna Brown, Surangi Jayakody, Emma Helm, Dan Todkill, Jason Madan, Chris Stinton, Daniel Gallacher, Sian Taylor-Phillips, Yen-Fu Chen

“…Information required to populate the models included the prevalence of lung nodules, risk of lung cancer with different nodule sizes, sensitivity and specificity for nodule detection, nodule type and size distributions in different population, resource use, costs and utilities. Where possible, parametrisation was driven by findings from the test accuracy review. …”
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Microbiome analysis reveals dynamic changes of gut microbiota in Guizhou horse and Dutch Warmblood horses by Yanfang Lan, Yaonan Li, Yang Wang

“…China possess abundant horse breed resources, particularly Guizhou horses, which play vital roles in local agriculture, tourism, and transportation. …”
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Optimization of the Loess Plateau of the China Ecological Network Pattern Based on a PLUS Model by Xiaoyan Luo, Xun Luo, Xianhua Yang, Jian Wang, Jialing Liao, Yu He, Ye Du, Ye Yang

“…The results indicate the following: (1) By 2030, the spatial pattern of ecological network under the four scenarios will be concentrated in the east and west, in the north and south, and the middle of the Loess Plateau. (2) The change of land use pattern driven by a single policy has a trade-off effect on the ecological network and is prone to form the phenomenon of “ecological increase–functional lag”. (3) The regional ecological network layout of “four cores, multiple corridors and multiple sources” was proposed. …”
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Evaluation of Drinking Water Quality Using Fuzzy Logic in Sulaimani City, Kurdistan, Iraq. by Zeren Jamal Ghafour

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Business environment and its impact on high-quality economic development: A configurational analysis of enhancement pathways. by Guanyu Hou, Chengji Sun, Zishun Lu

“…Concurrently, a business environment index system has been constructed, capturing the nuances of government functionality, social context, and market dynamics. Employing system theory and a configurational approach, this research utilizes the fsQCA method to decode the intricate mechanisms, dynamic pathways, and synergistic interactions among diverse elements within the business environment that influence high-quality economic development. …”
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Design of an Intelligent Health Management Platform by CHEN Penggang, SUN Guoqiang, ZHANG Xi, LI Xiaoze, QIN Panpan, GAO Xing, HU Hongpu

“…Intelligent health management is a crucial countermeasure to solving public health problems. By utilizing high-quality medical resources from a Third-Grade First Class Hospital, this study is able to solve prominent health problems in China, and it also creates medical knowledge bases and model bases. …”
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Complete genome analysis of the cellulose producing strain Komagataeibacter sucrofermentans SMEG01 by Shuaijun Deng, Lei Wang, Guoqiang Chen, Qilong Qin, Sheng Dong, Haibo Zhang

“…This strain demonstrates the ability to utilize various carbon sources for BC production and exhibits notable acid tolerance, making it a promising candidate for industrial applications. …”
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Evaluation of the Gelation Characteristics and Printability of Edible Filamentous Fungi Flours and Protein Extracts by Lauren Doyle, Suvro Talukdar, Youling L. Xiong, Akinbode Adedeji, Tyler J. Barzee

“…There is a pressing need to produce novel food ingredients from sustainable sources to support a growing population. Filamentous fungi can be readily cultivated from low-cost agricultural byproducts to produce functional proteins for food biomanufacturing of structured products. …”
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Creating Dynamic Maps of Noise Threat Using PL-Grid Infrastructure by Maciej SZCZODRAK, Józef KOTUS, Bożena KOSTEK, Andrzej CZYŻEWSKI

“…The paper presents functionality and operation results of a system for creating dynamic maps of acoustic noise employing the PL-Grid infrastructure extended with a distributed sensor network. …”
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Psychology or Physiology? Choosing the Right Color for Interior Spaces to Support Occupants’ Healthy Circadian Rhythm at Night by Mansoureh Sadat Jalali, Ronald B. Gibbons, James R. Jones

“…The human circadian rhythm is connected to the body’s endogenous clock and can influence people’s natural sleeping habits as well as a variety of other biological functions. According to research, various electric light sources in interior locations can disrupt the human circadian rhythm. …”
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