Effects of aerobic and resistance training on walking and balance abilities in older adults with Parkinson's disease: A systematic review and meta-analysis. by Huishan Song, Sheng Ge, Ji Li, Chendao Jiao, Linghua Ran

“…<h4>Method</h4>All articles published between the year of inception and July 2024 were obtained from PubMed, Embase, and Web of Science. …”
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Deep Learning based Individual Cattle Face Recognition using Data Augmentation and Transfer Learning by Caner Koç, Kamil Ekinci, Ömer Ertuğrul, Dilara Gerdan Koc, Havva Eylem Polat

“…To identify specific cattle faces in this study, deep learning algorithms such as InceptionResNetV2, MobileNetV2, DenseNet201, Xception, and NasNetLarge were utilized. …”
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Encrypted traffic classification method based on convolutional neural network by Rongna XIE, Zhuhong MA, Zongyu LI, Ye TIAN

“…Aiming at the problems of low accuracy, weak generality, and easy privacy violation of traditional encrypted network traffic classification methods, an encrypted traffic classification method based on convolutional neural network was proposed, which avoided relying on original traffic data and prevented overfitting of specific byte structure of the application.According to the data packet size and arrival time information of network traffic, a method to convert the original traffic into a two-dimensional picture was designed.Each cell in the histogram represented the number of packets with corresponding size that arrive at the corresponding time interval, avoiding reliance on packet payloads and privacy violations.The LeNet-5 convolutional neural network model was optimized to improve the classification accuracy.The inception module was embedded for multi-dimensional feature extraction and feature fusion.And the 1*1 convolution was used to control the feature dimension of the output.Besides, the average pooling layer and the convolutional layer were used to replace the fully connected layer to increase the calculation speed and avoid overfitting.The sliding window method was used in the object detection task, and each network unidirectional flow was divided into equal-sized blocks, ensuring that the blocks in the training set and the blocks in the test set in a single session do not overlap and expanding the dataset samples.The classification experiment results on the ISCX dataset show that for the application traffic classification task, the average accuracy rate reaches more than 95%.The comparative experimental results show that the traditional classification method has a significant decrease in accuracy or even fails when the types of training set and test set are different.However, the accuracy rate of the proposed method still reaches 89.2%, which proves that the method is universally suitable for encrypted traffic and non-encrypted traffic.All experiments are based on imbalanced datasets, and the experimental results may be further improved if balanced processing is performed.…”
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Development and implementation of an electronic health record system for use in humanitarian emergencies, disaster response, and conflict zones. by Sarah D Draugelis, Erik C Brown, Donald A Donahue, Justin Hickman, Sean G Smith, Philip Sutherland, George A Yendewa, Amir M Mohareb

“…We analyzed data on fEMR usage since inception until October 2022 to estimate the number of patients served by the system. …”
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Comparing the clinical effects of balanced electrolyte solutions versus normal saline in managing diabetic ketoacidosis: A systematic review and meta-analyses by Rozinadya Tamzil, Normalinda Yaacob, Norhayati Mohd Noor, Kamarul Aryffin Baharuddin

“…This study was a systematic review of probing articles published from inception to October 2021 in Cochrane Central Register of Controlled Trials, Medical Literature Analysis and Retrieval System Online, Google Scholar, and Scopus. …”
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Prevalence and influence factors of hepatic encephalopathy after transjugular intrahepatic portosystemic shunt: a Meta-analysis by TANG Yuhan, LUO Xinyu

“…Objective To systematically evaluate the current status of hepatic encephalopathy (HE) and its influencing factors in patients after transjugular intrahepatic portosystemic shunt (TIPS).Methods Cochrane Library, PubMed, Embase, Web of Science, CINAHL , CNKI, VIP , CBM, WanFang database were searched from inception to October 20, 2024. Meta-analysis was performed using Stata 14.0 and RevMan 5.3 software.Results A total of 40 original studies involving 8,509 patients were included. …”
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Association between parity and gravidity & hypertension and blood pressure: protocol for a systematic review and meta-analysis by Sofia B Ahmed, Sonia Butalia, Magali Robert, Tyrone G Harrison, Sandra M Dumanski, Nabilah Gulamhusein, Badal S B Pattar, Jane A Schulz

“…Electronic databases (Excerpta Medica Database, Ovid MEDLINE, Cochrane Central Register of Controlled Trials, Cumulative Index to Nursing and Allied Health Literature Plus and Web of Science) will be searched from inception to January 2025. Two investigators will independently screen identified abstracts and select observational cohort studies, case-control studies and randomised controlled trials examining parity or gravidity and hypertension or blood pressure. …”
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Improving cognitive impairment through chronic consumption of natural compounds/extracts: a systematic review and meta-analysis of randomized controlled trials by Long Ngo Hoang, Haesung Lee, Sook Jeong Lee

“…IntroductionThis systematic review and meta-analysis aimed to compare the efficacy of extended supplementation (≥6 weeks) with natural compounds or extracts in improving cognitive function in patients with mild cognitive impairment (MCI) or Alzheimer’s disease (AD).MethodsA comprehensive literature search was conducted across Cochrane, PubMed, PsycARTICLES, Scopus, and Web of Science databases from inception to April 10, 2024. Eligible studies were randomized controlled trials evaluating cognitive outcomes in patients with MCI or AD using the Mini-Mental State Examination (MMSE) and the Alzheimer’s Disease Assessment Scale-Cognitive Subscale (ADAS-Cog).ResultsFrom an initial pool of 6,687 articles, 45 were deemed relevant for qualitative analysis. …”
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Comparative efficacy and safety of intra-articular analgesics after knee arthroscopy: a Bayesian network meta-analysis protocol by Yilun Wang, Hongyi He, Yuchen He, Dong-Xing Xie, Xiaoxiao Li

“…This protocol aims to detail a planned systematic review and meta-analysis on the comparative efficacy and safety of single-dose intra-articular injection of analgesics for pain relief after knee arthroscopy.Method and analysis PubMed, Embase, Web of Science and Cochrane Library will be searched from inception to 1 June 2020 to retrieve randomised controlled trials (RCTs) that compared the commonly used single-dose intra-articular analgesics (ie, morphine; bupivacaine (including levobupivacaine); ropivacaine and magnesium alone or in combination) with placebo or between each other for postoperative pain relief among patients who had received knee arthroscopy. …”
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Prevalence and risk factors for childhood asthma: a systematic review and meta-analysis by Weijun Zhou, Jia Tang

“…Methods A comprehensive search of the PubMed, Embase, and Cochrane Library electronic databases was conducted for relevant literature published from their inception to March 31, 2023. The primary endpoint was the prevalence of childhood asthma. …”
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Self-Management Components as Experienced by People with Parkinson’s Disease and Their Carers: A Systematic Review and Synthesis of the Qualitative Literature by Remco Tuijt, Aylin Tan, Megan Armstrong, Jennifer Pigott, Joy Read, Nathan Davies, Kate Walters, Anette Schrag

“…MEDLINE, PsycINFO, Embase, Web of Science, and CINAHL were searched from inception to July 8, 2020, for qualitative research concerning self-management for people with Parkinson’s. …”
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Predictive Value of Post-Percutaneous Coronary Intervention Quantitative Flow Ratio for Vessel-Oriented Composite Endpoint by Weibin Liu, Huaxiu Cai, Yin Zheng, Yongkang Wen, Sicheng Chen, Xiuying Xie, Huan Zeng, Hengqing Zhu, Zhonghan Ni, Fang Pei, Jun Cao, Gang Cao

“…PubMed, Embase, and Cochrane were searched from inception to March 27, 2022, and the cohort studies about that the post-PCI QFR predicts post-PCI VOCE were screened. …”
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The Role of Gis in Monitoring the Impact of Climate Fluctuations on The Decline of Surface Water Stored in The Mohamed V Dam on the Moulouya River (Eastern Region) by Amghar Ahmed, Sbai Abdelkader, Mouadili Omar

“…The resulting water erosion, exacerbated by alternating periods of drought and continuous human pressure, has significantly reduced the storage capacity of the Mohamed V Dam from 730 million cubic meters at its inception to 327 million cubic meters. These observations, made using Geographic Information Systems (GIS), underscore the urgent need to address this issue.…”
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Effect of size of capsulorhexis on the outcome of cataract surgery: a protocol for systematic review and individual participant data meta-analysis by Yue Liu, Yue Zhang, Songhong Wang, Tiexi Wu, Xuejiao Qin

“…The proposed protocol aims to enhance the transparency of our research and offer references for future studies.Methods and analysis A comprehensive search of PubMed, Embase, Cochrane Library, Web of Science, SinoMed, China National Knowledge Infrastructure, Wanfang Data Knowledge Service Platform and China Science and Technology Journal Database is performed from inception to 4 July 2024. Data of individual participants will be collected from relevant clinical trials, both completed and ongoing. …”
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A long road to educational equity: Tracking trends through PISA 2000–2018 by Ekaterina Enchikova, Tiago Neves, Cibelle Toledo, Gil Nata

“…THE AUTHORS INFORMATION IS BLINDED: The OECD's Programme for International Student Assessment (PISA) has reported on the levels of educational equity in participating countries since its inception in 2000. However, little attention has been paid to changes in equity levels over time. …”
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The Relationship between Branched-Chain Amino Acid Related Metabolomic Signature and Insulin Resistance: A Systematic Review by Xue Zhao, Qing Han, Yujia Liu, Chenglin Sun, Xiaokun Gang, Guixia Wang

“…We performed systematic review, searching MEDLINE, EMASE, ClinicalTrials.gov, the Cochrane Library, and Web of Science from inception to March 2016. After selection, 23 studies including 20,091 participants were included. …”
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EFFICACY OF AMNIOTIC MEMBRANE MESENCHYMAL STEM CELL THERAPY FOR BURN WOUNDS: META-ANALYSIS STUDY by Bayu Fasi Bermani, Agus Santoso Budi, Magda Rosalina Hutagalung

“…Methods: Seven studies identified by searching PubMed, MEDLINE, databases from inception to October 2020. In addition, a manual search of references of studies was performed to obtain potential studies. …”
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Incidence and Predictors of Structural Valve Deterioration after Transcatheter Aortic Valve Replacement: A Systematic Review and Meta-Analysis by Yu-Xiang Long, Zeng-Zhang Liu

“…PubMed, Embase, and Cochrane CENTRAL from the inception to March 2020 were systematically screened for studies reporting on structural valve deterioration (SVD) in TAVR patients. …”
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Impacts of pragmatic implementation science in a primary care laboratory by Nathalie Huguet, Sonja Likumahuwa-Ackman, Heather Holderness, April Lee, Jennifer E. DeVoe

“…BRIDGE-C2 aims to identify strategies to improve implementation of cancer prevention EBIs and conduct research / develop pragmatic methods to tailor, enhance, and support the adoption and sustainability of these strategies; advance implementation science; and build capacity and training opportunities. Since its inception, the BRIDGE-C2 Center has been conducting research and training activities to advance knowledge on how to effectively implement strategies to improve cancer prevention EBIs in primary care clinics serving socioeconomically disadvantaged patients. …”
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The Role of the Commercial Space Industry within the US National Security under the Trump Administration by E. A. Kuznetsov

“…The US space activities from their inception have been closely connected with the private sector. …”
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