Multivendor Spectral-Domain Optical Coherence Tomography Dataset, Observer Annotation Performance Evaluation, and Standardized Evaluation Framework for Intraretinal Cystoid Fluid S... by Jing Wu, Ana-Maria Philip, Dominika Podkowinski, Bianca S. Gerendas, Georg Langs, Christian Simader, Sebastian M. Waldstein, Ursula M. Schmidt-Erfurth

“…In addition, a standardized framework for segmentation accuracy evaluation, applicable to other pathological structures, is presented. Integral to this work is the dataset used which must be fit for purpose for IRF segmentation algorithm training and testing. …”
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Unsupervised Image Super-Resolution for High-Resolution Satellite Imagery via Omnidirectional Real-to-Synthetic Domain Translation by Minkyung Chung, Yongil Kim

“…To implement this division, the model integrates omnidirectional real-to-synthetic domain translation with training strategies such as frequency separation and guided filtering. …”
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The Passing Fads and Emergent Trends of Project Culture in Construction Industry by Qinghua He, Jin Li, Jingyuan Wan, Zhenyu Zhang, Zhen Chen

“…And findings show that research on project culture was mainly from the function paradigm (the integration position) in which culture can be manipulated for better project performance. …”
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State of the Art Review of Wearable Devices for Respiratory Monitoring by Zhiyu Jia, Hannah Huth, Wen Qi Teoh, Sheng Xu, Bradford Wood, Zion Tsz Ho Tse

“…Detailed analyses of sensor designs, sensing methods, and clinical applications are presented, highlighting key studies such as the development of low-cost IMU devices for breathing frequency monitoring and the integration of piezoresistive sensors for real-time respiratory rate detection. …”
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Quality of Life in Women with Gestational Diabetes Mellitus: A Systematic Review by Daniela Marchetti, Danilo Carrozzino, Federica Fraticelli, Mario Fulcheri, Ester Vitacolonna

“…Future studies are strongly recommended to further examine the impact of integrative programs, including telemedicine and educational interventions, on QoL of GDM patients by promoting their illness acceptance and healthy lifestyle behaviors.…”
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Cluster validity indices for automatic clustering: A comprehensive review by Abiodun M. Ikotun, Faustin Habyarimana, Absalom E. Ezugwu

“…The Cluster Validity Index is an integral part of clustering algorithms. It evaluates inter-cluster separation and intra-cluster cohesion of candidate clusters to determine the quality of potential solutions. …”
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Artificial neural network TSR for optimization of actinomycin production by Marzieh Lamtar-Gholipoor, Soheil Fakheri, Mahmoud Alimoradi

“…This study introduces a hybrid approach integrating Artificial Neural Networks (ANNs) with the Trees Social Relations Optimization Algorithm (TSR) to optimize medium composition for the production of Actinomycin V by Streptomyces triostinicus. …”
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A Blockchain-Based Edge Computing Group Signature Authentication Model for Underwater Clustered Networks by Yanxia Chen, Zhe Li, Rongxin Zhu

“…Autonomous Underwater Vehicles (AUVs) are deployed as blockchain nodes to aid cluster heads in identity verification, while all underwater acoustic nodes are integrated as lightweight blockchain nodes, thus ensuring uniform management and authentication. …”
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Heritage Impact Assessment Index Within Urban Development Context: The Case of Masjed-e Jame of Isfahan in Iran by Baharak Ashrafi, Michael Kloos, Christa Reicher

“…In drawing upon this example, a systematic and integrated impact assessment procedure is developed to capture a broad category of potential impacts and their significance that is crucial for determining site-specific mitigation strategies and informed decision-making within the context of heritage management and sustainable urban development.…”
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PSO Based PI Controller Design for a Solar Charger System by Her-Terng Yau, Chih-Jer Lin, Qin-Cheng Liang

“…Many previous studies on solar charger integrated system only focus on load charge control or switching Maximum Power Point Tracking (MPPT) and charge control modes. …”
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The Critical Role of YAP/BMP/ID1 Axis on Simulated Microgravity‐Induced Neural Tube Defects in Human Brain Organoids by Di Guo, Bin Yao, Wen‐Wei Shao, Jia‐Chen Zuo, Zhe‐Han Chang, Jian‐Xin Shi, Nan Hu, Shuang‐Qing Bao, Meng‐Meng Chen, Xiu Fan, Xiao‐Hong Li

“…Abstract Integrated biochemical and biophysical signals regulate embryonic development. …”
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Additive manufacturing of catenary arch structure design: Microstructure, mechanical properties and numerical simulation by Ye Yuan, Hongsheng Chen, Jing Wang, Wenxian Wang, Xiaochun Chen

“…Drawing inspiration from the principles of arch bridge construction, this study integrates these concepts into additive manufacturing, leading to the development of a catenary arch structure. …”
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Facilitators’ perspective towards implementation of Competency Based Medical Education (CBME) in a Government Medical College in Delhi: a cross-sectional study by Ghurumourthy Dhandapani, Sanjeev Kumar, Sunanda Gupta, Shveta Lukhmana

“…Ninety-one percent of faculty members were aware of Competency-Based Medical Education, and 88% believed it to be superior to the previous curriculum. Integrated teaching (62%) and early clinical exposure (55%) were identified as the most anticipated benefits. …”
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Hydrochemistry and Isotope Hydrology for Groundwater Sustainability of the Coastal Multilayered Aquifer System (Zhanjiang, China) by Pengpeng Zhou, Ming Li, Yaodong Lu

“…It is necessary to understand the origins, material sources, hydrochemical processes, and dynamics of the coastal groundwater in Zhanjiang to support its sustainable management. To this end, an integrated analysis of hydrochemical and isotopic data of 95 groundwater samples was conducted. …”
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Distributed training of foundation models for ophthalmic diagnosis by Sina Gholami, Fatema-E Jannat, Atalie Carina Thompson, Sally Shin Yee Ong, Jennifer I. Lim, Theodore Leng, Hamed Tabkhivayghan, Minhaj Nur Alam

“…Here we propose a distributed deep learning framework that integrates self-supervised and domain-adaptive federated learning to enhance the detection of eye diseases from optical coherence tomography images. …”
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Efficient State Estimation Through Rapid Topological Analysis Based on Spatiotemporal Graph Methodology by Zhen Dai, Shouyu Liang, Yachen Tang, Jun Tan, Guangyi Liu, Qinyu Feng, Xuanang Li

“…The seamless integration of swift and precise topological analysis with state estimation is crucial for ensuring the dependability, stability, and efficiency of the power system. …”
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An Authentication Approach in a Distributed System Through Synergetic Computing by Jia-Jen Wang, Yaw-Chung Chen, Meng-Chang Chen

“…Low-risk events are computed in edge nodes to form TC, which can be periodically integrated into CC that contains data of high-risk events. …”
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A chromosome-level genome assembly of the cabbage aphid Brevicoryne brassicae by Jun Wu, Guomeng Li, Zhimou Lin, Yangzhi Zhang, Wenyuan Yu, Rong Hu, Shuai Zhan, Yazhou Chen

“…The genome covered 99.24% of BUSCO genes and 95.16% of CEGMA genes, indicating a high level of completeness. By integrating high-coverage transcriptome data, we annotated 22,671 protein-coding genes and 3,594 lncRNA genes. …”
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A rapid method for calculating short-circuit currents in distribution networks with high renewable energy penetration by Rongqi Fan, Yuanlong Liu, Lei Ding, Qiang Huang, Wei Cong, Yudun Li, Guobing Song, Zhui Wei, Lingyan Sun, Jifeng Wen, anning Wang

“…Based on this observation, a fast calculation method for short-circuit current in networks with renewable energy integration is proposed, utilizing voltage increments. …”
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PMWFCM: A Possibility based MultiKernel Weighted Fuzzy Clustering Algorithm for classification of driving behaviors by Ning Ma, Kaijun Wu, Yubin Yuan, Jiawei Li, Xiaoqiang Wu

“…To address these issues, this paper proposes a Possibility Weighted Multi-Kernel Fuzzy Clustering Algorithm (PMWFCM). By integrating possibility-based fuzzy clustering with FCM and introducing a multi-kernel weighting mechanism, PMWFCM effectively reduces FCM’s sensitivity to outliers while resolving issues of clustering consistency in Possibilistic C-Means (PCM) algorithms, overcoming the challenges associated with kernel function selection. …”
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