Impacts of Climate Change on Oceans and Ocean-Based Solutions: A Comprehensive Review from the Deep Learning Perspective by Xin Qiao, Ke Zhang, Weimin Huang

“…From the artificial intelligence perspective, this study systematically analyzes recent advances in applying deep learning techniques to understand changes in ocean physical properties and marine ecosystems, as well as to optimize ocean-based climate solutions. …”
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A Novel Wide-Gain-Range Variable-Structure DC/DC Converter Based on an LLC Resonant Converter by Qingqing He, Shun Tang, Dan Ren, Zhaoyang Tang, Qisheng Zhu, Chao Tang, Keliang Zhou

“…However, when operating under wide input/output voltage ranges, a broad switching frequency range is required to achieve the desired voltage gain. …”
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How Does Urban Rail Transit Density Affect Jobs–Housing Balance? A Case Study of Beijing by Chang Ma, Kehu Tan

“…This study utilizes medium-scale panel data from Beijing (2009–2022) and employs a fixed-effects model to systematically examine the impact of rail transit station density on jobs–housing balance and its underlying mechanisms. …”
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Balancing Stability and Recovery: A Scoping Review on Conservative vs. Surgical Management of Acute Posterior Cruciate Ligament Injuries by Roberto Tedeschi, Federica Giorgi, Daniela Platano, Lisa Berti, Fabio Vita, Danilo Donati

“…A systematic search of MEDLINE, Cochrane CENTRAL, Scopus, PEDro, and Web of Science was completed on 23 December 2024. …”
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A Study on the Pore and Strength Characteristics of an Eco-Friendly Sprayed Ultra High Performance Concrete with Manufactured Sand by Zhonghao Wang, Xianjun Tan, Jingqiang Yuan, Chongge Wang, Yubiao Liu

“…To address these challenges, this study systematically investigates the mechanical properties and pore characteristics of a manufactured sand-based sprayed UHPC at different spraying positions under simulated tunnel conditions. …”
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Design of a lightweight broadband vibration reduction structure with embedded acoustic black holes in viscoelastic damping materials by Liang Xu, Jie Zhang, Jiang Li, Huaan Tian, Chaofan Zheng, Shaoyun Guo

“…The influence of ABH structural parameters, including the power exponent, cut-off thickness, and array configuration, is systematically investigated to optimize damping performance. …”
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Enhanced Prediction of Immune Checkpoint Blockade Response in Melanoma Using Ensemble Learning and a Hybrid Feature Selection Technique by Basant Badwy, Nagia M. Ghanem, Karim Banawan, Nour Eldin Ismail

“…Nevertheless, our approach offers a systematic and effective method for identifying the most informative genes, and provide high classification accuracy across datasets. …”
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Interpretable multi-label classification model for predicting post-anesthesia care unit complications: a prospective cohort study by Guoting Ma, Wenjun Yan, Zunqiang Zhao, Yanjia Li, Lingkai Wang

“…Conclusion The integration of a multi-label classification model with interpretable methods has significant advantages in simultaneously predicting PACU complications, identifying the risk factors for specific complications, optimizing postoperative resource allocation, and improving patient outcomes.…”
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Progressive Framework for Analyzing Driving Mechanisms of Ecosystem Services in Resource-Exhausted Cities: A Case Study of Fushun, China by Yuyan Pan, Yanpeng Gao, Hongchang Qian

“…The rapid pace of urbanization has led to excessive resource consumption and worsening environmental pollution, particularly in resource-based cities, where prolonged exploitation of mineral resources has resulted in dual challenges of ecological degradation and economic imbalance. Using Fushun, a resource-exhausted city still struggling with its transformation, as a case study, this research develops a progressive analytical framework that integrates the InVEST model, optimal parameter geographic detector, and multi-scale geographically weighted regression. …”
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Efficiency enhancement of energy supply chains using a machine learning-driven network evaluation framework for blockchain adoption by Ardavan Babaei, Erfan Babaee Tirkolaee, Shahryar Sorooshian, Sadia Samar Ali, Gongming Wang

“…A novel approach based on four network-based data-driven optimization models is utilized to investigate a case study in Norway's O&G sector over a five-year period (April to October 2020). …”
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Protocol for Japan-acute retinal necrosis (J-ARN) registry: A combined prospective and retrospective cohort study. by Yoshihiko Usui, Reiko Kinouchi, Satoko Nakano, Chiharu Iwahashi, Keitaro Hase, Kenji Nagata, Masahiro Sugimoto, Eiichi Hasegawa, Kinya Tsubota, Sentaro Kusuhara, Masato Akiyama, Kenji Kashiwagi, Atsunobu Takeda, Toshikatsu Kaburaki, Hiroshi Goto, Koh-Hei Sonoda

“…However, due to its rarity, there are limited large-scale data on the clinical characteristics, treatment approaches, and outcomes of ARN in Japan. A nationwide registry is needed to systematically collect data on ARN cases across Japan to improve understanding of this condition and optimize patient care. …”
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A triple pronged approach for ulcerative colitis severity classification using multimodal, meta, and transformer based learning by Md. Nasim Ahmed, Dipta Neogi, Muhammad Rafsan Kabir, Shafin Rahman, Sifat Momen, Nabeel Mohammed

“…Abstract Ulcerative colitis (UC) is a chronic inflammatory disorder necessitating precise severity stratification to facilitate optimal therapeutic interventions. …”
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Circulating Biomarker Panorama in HIV-Associated Lymphoma: A Bridge from Early Risk Warning to Prognostic Stratification by Xuejiao Shu, Qing Xiao, Yi Liu, Ya Li, Xiaoqing Xie, Sanxiu He, Jun Li, Xiaomei Zhang, Yao Liu

“…Developing an assessment system based on multidimensional biomarkers will optimize early risk stratification, enable precise prognostic classification, and support personalized therapeutic strategies, thereby providing a novel theoretical basis and practical direction for the clinical management of HAL.…”
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A learning trajectory for developing computational thinking in prospective mathematics teachers through Python programming in Google Colab by Edi Irawan, Moh. Khoridatul Huda, Ratni Purwasih

“…The students experienced improvements in breaking down problems, devising more efficient solutions, recognising patterns in code structures, and systematically designing algorithms. In addition, Google Colab supports learning by providing a collaborative and accessible programming environment. …”
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Global research trends and frontiers in patent foramen ovale closure: a comprehensive bibliometric analysis (2004–2024) by Jie Liu, Yehong Liu, Ying Sheng, Jiangping Ye, Rikang Yuan, Xiao Wang, Gangjun Zong

“…BackgroundPatent foramen ovale (PFO), present in 20–30% of the population, was once considered benign but is now recognized as a contributor to cryptogenic stroke and other clinical syndromes. …”
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An Empirical Study of Contractors’ Bidding Trends in Recurrent Bidding: A Case of Singapore Public Sector Construction Projects by Yixi Zhang, Bee Lan Oo, Goran Runeson, Benson Teck Heng Lim

“…Contractors should systematically review and re-optimize their bidding strategy by leveraging their historical bidding data and bidding feedback information from clients, since their potential competitors will do the same thing for recurrent bidding.…”
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Progress and Prospect of Solid Waste Utilization in Construction Industry: A Bibliometric Analysis Based on CiteSpace and VOSviewer by Runrun Dong, Huixian Yu, Jing Lu

“…In this study, VOSviewer and CiteSpace were utilized to systematically perform a bibliometric analysis of research related to the reutilization of solid waste in the construction sector, using data from the Web of Science Core Collection and Scopus databases. …”
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The Role of High-Intensity Interval Training (HIIT) in Neuromuscular Adaptations: Implications for Strength and Power Development—A Review by Chi-Hsiang Hung, Chun-Hsien Su, Dong Wang

“…Future research should focus on refining HIIT protocols for different sports, exploring its synergy with traditional resistance training, and assessing long-term adaptations to sustain strength and power gains. HIIT presents a valuable, time-efficient complement to conventional training methods for improving strength, power, and neuromuscular efficiency.…”
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The importance of measuring the endometrial cavity length in deciding the ideal place for embryo transfer: a retrospective cohort study by Shuman Li, Xiao yan Sun, Hong mei He, Qing yang Li, Li Zhao, Rui hua Pan, Bo Chen

“…A notable limitation of existing studies is their failure to systematically account for anatomical variations in the endometrial cavity dimensions. …”
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Efficacy of silicone foam dressings in preventing pressure injuries in the sacral and heel areas of patients: a meta-analysis by Tingkui Fu, Xiuqin Wu, Biao Yu

“…BackgroundPressure injury prevention is clinically critical for optimizing patient outcomes. This meta-analysis systematically evaluates the efficacy of silicone foam dressings in preventing pressure injuries specifically in the sacral and heel regions.MethodsA comprehensive literature search was conducted across PubMed, Embase, ClinicalTrials.gov, the Cochrane Library, Web of Science, China National Knowledge Infrastructure (CNKI), Wanfang, and Weipu Databases, spanning from database inception to May 10, 2025. …”
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