Impact of Onset-to-Needle Time on the Risk of Early Neurological Deterioration in Patients with Acute Ischemic Stroke Receiving Intravenous Thrombolysis by Hu B, Hua J

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Predicting forest above-ground biomass using SAR imagery and GEDI data through machine learning in GEE cloud by Chiranjit Singha, Kishore Chandra Swain, Satiprasad Sahoo, Ayad M. Fadhil Al-Quraishi, Joseph Omeiza Alao, Hussein Almohamad, Mohamed Fatahalla Mohamed Ahmed, Hazem Ghassan Abdo

“…The study was conducted to develop an effective approach to predict Forest Above-Ground Biomass (AGB) using Machine Learning, Image Classification, and GEE open-source fast processing system in the Similipal Tiger Reserve (STR), India. …”
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A Case-Control Study on Risk Factors and Outcomes in Congestive Heart Failure by Mohammad Shakil Ahmad, Abdulrahman Obaid Matar Alharbi, Abdullah Tawakul, Abdulrahman Mohammed Alturiqy, Mansour Alzahrani, Riyaz Ahamed Shaik

“…Background: Congestive heart failure (CHF) represents an important health issue characterised by considerable morbidity and mortality. …”
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Identification and Biological Characterization of Green Alga on Oil-Tea Camellia Leaves by Qiulin Cao, Yanju Liu, Yufen Xu, Zhaoyan Yu, Kunlin Wu, Han Gong, Yaodong Yang, Weiwei Song, Xiaocheng Jia

“…At the same time, the algal strain was effectively separated and purified using the plate delineation method, and its species classification was determined by combining morphological observation and molecular identification based on SSU-ITS sequences. …”
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DEVELOPMENT OF REFLECTION IN DOCTORS OF PHILOSOPHY AS SUBJECTS OF COMMU- NICATIVE INTERACTION by Lavnikov Oleh

“…This article deals with the issue of developing reflection in doctors of philosophy as subjects of com- municative interaction. …”
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Inequalities in Mild Cognitive Impairment Risk Among Chinese Middle-Aged and Older Adults: Insights from an Integrated Learning Model by Bi S, Guo D, Tan H, Chen Y, Li G

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Real time intelligent garbage monitoring and efficient collection using Yolov8 and Yolov5 deep learning models for environmental sustainability by Mohammed M. Abo-Zahhad, Mohammed Abo-Zahhad

“…Increased garbage production has been identified as a significant problem for many cities worldwide and a crucial issue for countries experiencing rapid urban population growth. …”
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Knee Pain Expansion in Early Osteoarthritis: Findings from Iwaki Cohort Study by Tomita R, Sasaki E, Sato E, Sakamoto Y, Kimura Y, Tsushima T, Tsuda E, Ishida M, Ishibashi Y

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Risk Factors and Prediction Model for Postoperative Pneumonia Following Hip Arthroplasty in Older Adults by Xiang B, Zhang J, Deng C, Yang H, Qian L, Zhang W

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Investigating the Association Between Mean Arterial Pressure on 28-Day Mortality Risk in Patients With Sepsis: Retrospective Cohort Study Based on the MIMIC-IV Database by Qimin Chen, Wei Li, Ying Wang, Xianjun Chen, Dehua He, Ming Liu, Jia Yuan, Chuan Xiao, Qing Li, Lu Chen, Feng Shen

“… Abstract BackgroundSepsis is a globally recognized health issue that continues to contribute significantly to mortality and morbidity in intensive care units (ICUs). …”
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Unbalancing Datasets to Enhance CNN Models Learnability: A Class-Wise Metrics-Based Closed-Loop Strategy Proposal by Somayeh Shahrabadi, Victor Alves, Emanuel Peres, Raul Morais Dos Santos, Telmo Adao

“…Yet, even when datasets are balanced, they can still introduce biases, leading to better classification performance for certain classes over others. …”
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Patients with depression display cytokine levels in serum and cerebrospinal fluid similar to patients with diffuse neurological symptoms without a defined diagnosis by Hestad KA, Engedal K, Whist JE, Aukrust P, Farup PG, Mollnes TE, Ueland T

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A Fusion of Deep Learning and Time Series Regression for Flood Forecasting: An Application to the Ratnapura Area Based on the Kalu River Basin in Sri Lanka by Shanthi Saubhagya, Chandima Tilakaratne, Pemantha Lakraj, Musa Mammadov

“…Therefore, it is crucial to develop a robust and reliable dynamic flood forecasting system to issue accurate and timely early flood warnings to vulnerable victims. …”
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Advances and controversies in new techniques of breast pathology by ZHANG Yujia, MA Li

“…With the refinement of the classification for HER2 expression status, as a traditional detection method, the efficacy of immunohistochemistry (IHC) has been challenged. …”
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Comprehensive study of dental orthopedic morbidity in elderly people and the ways to eliminate it by N. S. Fedorova, R. A. Saleev, V. N. Viktorov, N. R. Saleev

“…Studying dental health of this category of citizens can become a promising area of practical healthcare, a comprehensive study of this issue has determined the relevance and purpose of this publication.Materials and methods. …”
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D2, D3 lymph node dissection importance in colon cancer surgery by E. A. Dzhenkova, E. A. Mirzoyan, A. A. Maslov, Yu. A. Gevorkyan, D. A. Kharagezov, A. G. Milakin, O. N. Stateshniy, O. Yu. Kaymakchi, A. V. Dashkov, G. V. Kaminskiy, V. E. Kolesnikov, S. A. Malinin, R. E. Tolmakh, L. Kh. Chalkhakhyan, D. A. Savchenko, M. V. Voloshin, A. V. Snezhko, N. V. Soldatkina

“…Colorectal cancer (CRC) is a relevant issue of modern oncology and ranks the third place among most common malignancies. …”
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Relationship Between COPD Progression and Frailty Progression: A Five-year Observation in Real Clinical Practice by Nishimura K, Kusunose M, Shibayama A, Nakayasu K

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Aproximación conceptual de las violencias en el fútbol (Conceptual approach to violence in football) by Antonio Aguilar Gómez

“…Finally, the question is raised as to whether it is possible to eradicate violence in football and the need for a final reflection by professionals who address this issue is highlighted to develop realistic intervention strategies. …”
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Combining readily available population and land cover maps to generate non-residential built-up labels to train Sentinel-2 image segmentation models by Diogo Duarte, Cidália C. Fonte

“…., Sentinel-2, with spatial resolution of up to 10 m), difficulties in collecting training data for supervised classification approaches, and the fact that variations in features of the built-up environment not always translate to a specific land use. …”
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The Applications of Large Language Models in Mental Health: Scoping Review by Yu Jin, Jiayi Liu, Pan Li, Baosen Wang, Yangxinyu Yan, Huilin Zhang, Chenhao Ni, Jing Wang, Yi Li, Yajun Bu, Yuanyuan Wang

“… BackgroundMental health is emerging as an increasingly prevalent public issue globally. There is an urgent need in mental health for efficient detection methods, effective treatments, affordable privacy-focused health care solutions, and increased access to specialized psychiatrists. …”
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