A Comprehensive Framework for Parkinson's Disease Detection Using Spiral Drawings and Advanced Machine Learning Techniques by Mohamed J. Saadh, Waleed K. Abdulsahib, Hardik Doshi, Anupam Yadav, J. Gowrishankar, Mayank Kundlas, Nargiza Mansurova, Kamal Kant Joshi, Fadhil Feez Sead, Bagher Farhood

“…Heatmaps and ROC curves were created to visualize the results. Results The models achieved high classification performance with different configurations. …”
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Prevalence of dry eye disease among children: a systematic review and meta-analysis by Nathan Congdon, Dongfeng Li, Prabhath Piyasena, Ving Fai Chan, Man Yu, Yuhao Zou, Virgili Gianni, S Grace Prakalapakorn, Ruifan Zhang, Zixiang Zhao

“…Background Dry eye disease (DED) is a multifactorial disorder of the tear film and ocular surface instability that causes ocular discomfort and visual impairment. The increasing use of digital devices and changing lifestyle patterns have raised concerns about a potential rise in DED among children. …”
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Psychiatric drugs dispensing trends in the affected population following Brumadinho dam failure by Marcelo Farah Dell'Aringa, Gabriel Elias Correa-Oliveira, Francesco Della Corte, Luca Ragazzoni, Ives Hubloue, Virginia Murray, Thais Piazza, Claudia Garcia Serpa Osorio-de-Castro, Elaine Miranda, Francesco Barone-Adesi

“…This study aims to investigate the impact of this disaster in the dispensing of psychiatric drugs.MethodsWe evaluated monthly aggregated data from 12 months before to 12 months after the event from two data sources, one accounting for psychiatric drugs dispensed by private pharmacies and the other by public health services. …”
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Hydrogeology and hydrogeochemistry of the Zaeltsovsko-Mochishchensky zone of radon waters in the southern West Siberia by D. A. Novikov, A. F. Sukhorukova, T. V. Korneeva

“…The data from hydrogeological profiles and hydrogeochemical sampling (118 samples from 57 water wells and sources) were analyzed. Radon waters are fissure-type, cold (6–10 °С) and occur at a depth of 50–200 m. …”
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Acupuncture for atopic dermatitis: a systematic review and meta-analysis by Lian Zhang, Mei Li, Shuang Liang, Kai-yu Huang, Hai-Hong Gu, Ning-Gang Chen

“…This review aimed to evaluate the effect of acupuncture on atopic dermatitis.Design Systematic review and meta-analysis.Data sources PubMed, Embase, CENTRAL, the China National Knowledge Infrastructure, WanFang and VIP databases were searched through 17 September 2023, together with an updated search on 15 October 2024.Eligibility criteria for selecting studies We included randomised controlled trials (RCTs) about acupuncture for atopic dermatitis. …”
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Research Progress and Prospects of Urban-Rural Integration Based on Scientific Knowledge Map by Gong Weixia, Ma Shujiao

“…This study employed CiteSpace software to visually analyze 2,164 papers on urban-rural integration between 2002 and 2023 from the CNKI database. …”
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EFFICIENCY OF TREATMENT OF HARD TISSUES DEFECTS OF LATERAL TEETH WITH DIRECT AND INDIRECT RESTORATIONS MADE OF COMPOSITE MATERIALS: COMPARATIVE CLINICAL EVALUATION by N.I. Mykyievych

“…Critical review of the available medical scientific sources demonstrates that despite the wide range of advantages, photopolymer composite materials have certain disadvantages. …”
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Theoretical and Methodological Approaches to Collective Memory Analysis in Memory Studies by A. A. Nechaeva

“…The relevance of the presented research is determined by the fact that the proposition of a methodological apparatus for Memory Studies is necessary for the finalization of its formation as an independent discipline.Methodology and sources. Collective memory theory served as the theoretical-methodological foundation of the conducted research, it allowed to view the past not as a set given but as an object undergoing interpretation and representation. …”
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Diagnostic performance of point shear wave elastography and vibration-controlled transient elastography in paediatric metabolic dysfunction-associated steatotic liver disease: a sy... by Jun Li, Ze-Lin Xu, Si-Rui Wang, Wen-Xiao Li, Ya-Qian Deng, Yan-Fei Kang, Yu-Rui Zhang, Xin-Wu Cui

“…Articles were assessed using Quality Assessment of Diagnostic Accuracy Studies 2 for diagnostic accuracy and potential biases, and bias risks were visually represented using the Risk of Bias Visualisation tool. …”
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Prognostic analysis of sepsis-induced myocardial injury patients using propensity score matching and doubly robust analysis with machine learning-based risk prediction model develo... by Pan Guo, Pan Guo, Li Xue, Fang Tao, Kuan Yang, YuXia Gao, Chongzhe Pei

“…This study aimed to evaluate the prognostic impact of SIMI and develop validated predictive models using advanced machine learning (ML) algorithms for identifying SIMI in critically ill sepsis patients.MethodsData were sourced from the Medical Information Mart for Intensive Care IV (MIMIC-IV, v3.0) database. …”
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Examining How Adults With Diabetes Use Technologies to Support Diabetes Self-Management: Mixed Methods Study by Timothy Bober, Sophia Garvin, Jodi Krall, Margaret Zupa, Carissa Low, Ann-Marie Rosland

“…Interviewees desired data that were passively collected, easily integrated across data sources, visually presented, and tailorable to self-management priorities. …”
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T Lymphocyte-Macrophage Hybrid Membrane-Coated Biomimetic Nanoparticles Alleviate Myocarditis via Suppressing Pyroptosis by Targeting Gene Silencing by Xiong Y, Zhang Z, Liu S, Shen L, Zheng L, Ding L, Liu L, Wu L, Hu Z, Li L, Hu Z, Zhang Z, Zhou L, Xu M, Yao Y

“…Cellular uptake and endo-lysosomal escape in M1-differentiated macrophages were visualized via fluorescence microscopy. The targeting specificity and anti-myocarditis effects were evaluated in an experimental autoimmune myocarditis (EAM) mouse model. …”
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Perceived barriers of dairy producers to the adoption of selective antimicrobial therapies for nonsevere clinical mastitis and at dry-off in dairy cattle: A focus group study in On... by M.W. Brunt, T.F. Ehigbor, C. Ritter, D.L. Renaud, S.J. LeBlanc, D.F. Kelton

“…Individual cow data from automatic milking systems and record keeping were viewed as instrumental to the success of selective AMU but human elements (e.g., visual assessment of animals) continued to be used in the decision-making process. …”
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Comprehensive coronary CT angiography in people living with HIV: a systematic review and meta-analysis by Binh T Nguyen, Edward Hulten, Venkatesh L Murthy, Tarin Phillips, Gregory M Blake, Jonathan A Aun, Lisa M Conte, Ritika Gadodia, Aakash Tuli, Sara L Robinson, Travis E Harrell

“…Publication bias was assessed by visual inspection of funnel plots and formal testing by Egger’s and Begg’s tests. …”
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Good Arts, Good Mental Health®: the effectiveness of an Australian health promotion media campaign in promoting community mental wellbeing via the arts by Christina R. Davies, Melanie T. Pescud, Rhonda Clifford, Richard McGrath, Annie Thomson, Mia Jeffrey, Melissa Stoneham, Terri Pikora, Peter Wright, Sonya Girdler, Sonya Girdler, Loretta Baldassar, Stephen Clift

“…The campaign was distributed through a variety of platforms, channels, visual, audio, and static assets. To gauge the success of the campaign, a process evaluation and (short-term) outcome evaluation were conducted by sourcing online analytics and conducting an online survey of the campaign target group (n = 661).ResultsOverall, campaign reach and frequency were optimal and met set targets. …”
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Microbiome and metabolome association network analysis identifies Clostridium_sensu_stricto_1 as a stronger keystone genus candidate than Bifidobacterium in the gut of common marmo... by Jordan B. Hernandez, Shivdeep S. Hayer, Sophie Alvarez, Anne Fischer, Haley R. Hassenstab, Katherine Cooper, Zahraa W. Alsafwani, Andrew K. Benson, Mallory J. Suhr Van Haute, Jacques Izard, Hyun-Seob Song, Jonathan B. Clayton

“…Association network graphs were used to visualize significant correlations and identify genera and metabolites that have high degree centrality, marking them as more influential within the microbiome. …”
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Safety and effectiveness of multimodal opioid-free anaesthesia for pain and recovery after laparoscopic surgery: a systematic review and meta-analysis by Jiang Liu, Li Jing, Lin Cheng, Sifan Qin, Xinyan Geng, Shirong Fang

“…The primary outcomes included postoperative pain scores, measured on a Numerical Rating Scale or Visual Analogue Scale ranging from 0 to 10, at 0–2 hours and 24 hours postoperatively; postoperative analgesic consumption, measured in morphine equivalent doses (mg); and quality of recovery, assessed using the QoR-40 score (ranging from 40 to 200). …”
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Assessing the latest advances in bone marrow stem cell therapy for Avascular Necrosis hip: A comprehensive systematic review, meta-analysis, and meta-regression of randomized contr... by Robin Novriansyah, Tanti Ajoe Kesoema, Kevin Christian Tjandra, I Nyoman Sebastian Sudiasa, Shakira Amirah, Imke Maria Del Rosario Puling, Prudence Lucianus, Revina Maharani, Danendra Rakha Putra Respati, Laksmana Adi Krista Nugraha, Ismail Hadisoebroto Dilogo

“…<h4>Method</h4>We performed this systematic review and meta-analysis from randomized controlled trials (RCTs) and sources published between 2013 and 2023 from six databases. …”
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Acupuncture effects of post-stroke thalamic pain: a systematic review and meta-analysis of randomized controlled trials by Tianwei Zhang, Tianwei Zhang, Junying Zhai, Junying Zhai, Ling Cheng, Ling Cheng, Kaixin Jiang, Kaixin Jiang, Dayang Wang, Huawei Shi, Bin Wang, Xing Chen, Xinglu Dong, Li Zhou

“…Outcome measures included the total efficacy rate, visual analogue scale (VAS), present pain intensity score (PPI), pain rating index (PRI), β-endorphin (β-EP), substance P (SP) and adverse reactions. …”
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Overcoming challenges and achieving high HPV vaccination uptake in Cameroon: lessons learned from a gender-neutral and single-dose program and community engagement by Andreas Ateke Njoh, Dur-E-Nayab Waheed, Tchokfe Shalom Ndoula Josue Kedakse, Lionel Junior Ebongue, Eugene Justine Kongnyuy, Adidja Amani, Afizu Chrakoh Tambasho, Yauba Saidu, Mohamed II Kaba, Clovis Nchinjoh Sangwe, Herman Kenfack, Judith Seungue, Daniel Nebongo, Nadege Edwige Nnang, Alex Vorsters, Laurent Cleenewerck de Kiev

“…Vaccination data from 2020 to 2023 were retrieved from Cameroon’s District Health Information Software (DHIS2), while information on the vaccine introduction process and challenges was sourced from Expanded Programme on Immunisation (EPI) reports. …”
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