Depression Detection in Social Media: A Comprehensive Review of Machine Learning and Deep Learning Techniques by Waleed Bin Tahir, Shah Khalid, Sulaiman Almutairi, Mohammed Abohashrh, Sufyan Ali Memon, Jawad Khan

“…Identifying relevant publications on this topic using current academic search systems is challenging due to the rapid growth of research publications, unclear or limited search terms, and the complexity of citation networks. Several review papers have been published to ease this task by summarizing the methodologies, key findings, and recommendations for future research. …”
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Influenza and Bacterial Pathogen Coinfections in the 20th Century by Xuan-Yi Wang, Paul E. Kilgore, Kyung Ah Lim, Song-Mei Wang, Jeongseok Lee, Wei Deng, Mei-Qi Mo, Batmunkh Nyambat, Jing-Chen Ma, Michael O. Favorov, John D. Clemens

“…Reports published between 1950 and 2006 were identified from scientific citation databases using standardized search terms. …”
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Assessing health governance across countries: a scoping review protocol on indices and assessment tools applied globally by Kun Tang, Liyuan Zhang, Aidan Huang, Yuling Lin, Jingwen Dong, Qiwei He

“…Key information sources will be bibliographic databases (PubMed, Embase and Web of Science Core Collection), grey literature and citation tracking. The time frame will be from 1 January 2000 to 31 December 2021. …”
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Emotional impact on healthcare providers involved in medical assistance in dying (MAiD): a systematic review and qualitative meta-synthesis by Alexander Simpson, Alireza Bagheri, Saumil Yogendra Dholakia

“…Background Medical assistance in dying (MAiD) traverses challenging and emotionally overwhelming territories: healthcare providers (HCPs) across jurisdictions experience myriad of affective responses secondary to possible tensions between normative and interwoven values, such as sanctity of life, dignity in death and dying and duty to care.Objective To determine the emotional impact on HCPs involved in MAiD.Methods Inclusion restricted to English language qualitative research studies from four databases (OVID Medline, EMBASE, CINAHL and Scopus), from beginning until 30 April 2021, and grey literature up to August 2021 were searched. Key author, citation and reference searches were undertaken. We excluded studies without rigorous qualitative research methodology. …”
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Electronic nudge tool technology used in the critical care and peri-anaesthetic setting: a scoping review protocol by Frank Kee, Martin Dempster, Bronagh Blackwood, Lisa McIlmurray, Lynne Lohfeld, Murali Shyamsundar, Charles Gillan, Rachael Hagan

“…A search will be conducted of literature published in the last 15 years in MEDLINE, EMBASE, CINAHL, CENTRAL, Web of Science and SAGE databases. Citation screening and data extraction will be performed by two independent reviewers. …”
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How do electronic risk assessment tools affect the communication and understanding of diagnostic uncertainty in the primary care consultation? A systematic review and thematic synt... by Sarah Gerard Dean, Joshua Feyi-Waboso, Mark Tarrant, Raff Calitri, Elizabeth Shephard, Alex Burns, Brian Donnelly

“…A further two were found from citation searches. Quality appraisal was via the CASP (Critical Appraisal Skills Program) tool. …”
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Research status of traditional & complementary medicine systems across the world by Vedvati Bhapkar, Vallari Nisargand, Pawankumar Godatwar, Supriya Bhalerao

“…., USA and Germany. Highest citation count was recorded for TCM (n = 2238). Of the 105 journals analyzed, 40 were not dedicated to specific T & CM system. …”
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Bibliometric analysis of ferroptosis: a comprehensive evaluation of its contribution to lung cancer by Feifei Yao, Feng Guo, Chuanzhong Sun, Erdong Wang, Hang Wang, Na Li

“…Key journals include Frontiers in Pharmacology for publication output, and Nature and Cell for citation frequency. Research focuses on molecular mechanisms of ferroptosis, including endoplasmic reticulum stress, tumor microenvironment, and autophagy. …”
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Comparison of h-index and other bibliometrics in Google Scholar and Scopus for articles published by translational science trainees by Laura D. Davis, Corbyn M. Gilmore, Adriana Vargus, Henry Ogbeifun, Yong-Hee P. Chun, Christopher R. Frei

“…Investigators used the Wilcoxon Signed Rank test to compare bibliometrics (citations, citations/year, h-index, and m-quotient) from both sources for TS students and trainees. …”
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Network Representation Based on the Joint Learning of Three Feature Views by Zhonglin Ye, Haixing Zhao, Ke Zhang, Zhaoyang Wang, Yu Zhu

“…Experimental results show that the proposed TFNR algorithm performs well in network vertex classification and visualization tasks on three real citation network datasets.…”
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Emerging Trends and New Developments in Transient Elastography: A Bibliometric and Cocitation Analysis from 1999 to 2017 by Jingjing Gu, Weimian Wang, Ziyuan Zou, Fangze Huang, Chihua Fang, Xun Li, Xiaolong Qi

“…The 100 most-cited articles were published between 2003 and 2015. The total citations ranged from 54 to 1376 (mean, 167.52 ± 208.46; median, 89.5) and the annual citations ranged from 4.91 to 98.24 (mean, 17.21±15.68; median, 12.1). …”
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Global bibliometric analysis of traditional Chinese medicine regulating gut microbiota in the treatment of diabetes from 2004 to 2024 by Jieling Liang, Xiaojuan Lin, Xin Liao, Xi Chen, Ying Zhou, Lin Zhang, Yunyun Qin, Haoru Meng, Zhongwen Feng

“…Frontiers in Pharmacology (n = 31) was the most frequently published journal, while Nature (n = 1,147) achieved the highest citation count. Key identified keywords included obesity, insulin resistance, inflammation, and oxidative stress.ConclusionThree key research focuses in this domain include: the therapeutic effects of active constituents in TCM on diabetes via gut microbiota modulation, the underlying mechanisms through which TCM influences gut microbiota in diabetes management, and the targeted regulation of specific gut bacterial populations by TCM in the treatment of diabetes.…”
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Religion, faith, and spirituality influences on HIV prevention activities: A scoping review. by Vivian Vigliotti, Tamara Taggart, Mahaya Walker, Sasmita Kusmastuti, Yusuf Ransome

“…We used CiteNetExplorer to analyze citation patterns.<h4>Results</h4>We identified 2881 unique manuscripts and reviewed 29. …”
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Unleashing the potential of chatbots in mental health: bibliometric analysis by Qing Han, Chenyang Zhao

“…The United States have made significant contributions to the development and expansion of publications, accounting for 27.97% of the total research output with 2452 citation counts. England came second to the US in terms of publications and citations, and followed by Australia, China, and France. …”
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Engaging stakeholders in the co-development of programs or interventions using Intervention Mapping: A scoping review. by Umair Majid, Claire Kim, Albina Cako, Anna R Gagliardi

“…MEDLINE, EMBASE, Cochrane Library, Scopus and Science Citation Index were searched from 2008 to November 2017. …”
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Exploration of treatment burden through examination of workload and patient capacity during transition onto kidney replacement therapy: a systematic review of qualitative research by Catrin Jones, Ross Cairns, Heather Walker, Silje Welsh, Benjamin Edgar, Karen Stevenson, Bhautesh D. Jani, Patrick B. Mark, David Kingsmore, Katie I. Gallacher

“…Methods Medline, Scopus and CINAHL were systematically searched with manual citation and reference searching. Studies were included if meeting the criteria of adults aged 18 or over transitioning for the first time onto any modality of KRT (haemodialysis, peritoneal dialysis or kidney transplantation), using qualitative methodologies to describe any aspect of experiences of healthcare workload or any factors that affect capacity to manage workload were included. …”
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Impact of “Enhanced Recovery After Surgery” (ERAS) protocols vs. traditional perioperative care on patient outcomes after colorectal surgery: a systematic review by Vaishnavi Kannan, Najeeb Ullah, Sunitha Geddada, Amir Ibrahiam, Zahraa Munaf Shakir Al-Qassab, Osman Ahmed, Iana Malasevskaia

“…An extensive search was conducted across multiple electronic databases and registers from July 2 to July 5, 2024, complemented by citation searching on November 30, 2024. This approach led to the identification of 11 randomized controlled trials (RCTs) from the past decade, involving 1,476 adult participants. …”
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Fast Skyline Community Search in Multi-Valued Networks by Dongxiao Yu, Lifang Zhang, Qi Luo, Xiuzhen Cheng, Jiguo Yu, Zhipeng Cai

“…Community search has been extensively studied in large networks, such as Protein-Protein Interaction (PPI) networks, citation graphs, and collaboration networks. However, in terms of widely existing multi-valued networks, where each node has d (d⩾1) numerical attributes, almost all existing algorithms either completely ignore the attributes of node at all or only consider one attribute. …”
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Re-analysis of the current status of clinical trial registration in China by Shuwen Li, Shuwen Li, Jianhao Li, Wenjing Zeng, Zhicheng Li, Jietong Zhang, Siying Wang, Nenggui Xu, Zeli Li, Zeli Li

“…Most literature was submitted shortly after search completion and published shortly after submission, with more than half of the articles published in high-quality journals. The total average citation count of the literature was 3.34. The sources of clinical trial registration platforms analyzed in the literature were divided into three categories: single platform, dual platform, and multiple platforms.ConclusionChiCTR plays a key role in enhancing transparency in clinical research, promoting standardization and normalization of research, strengthening domestic and international scientific research cooperation, and advancing medical innovation and public health improvement. …”
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Exploring avocado consumption and health: a scoping review and evidence map by Stephen A. Fleming, Tristen L. Paul, Rachel A. F. Fleming, Alison K. Ventura, Megan A. McCrory, Corrie M. Whisner, Paul A. Spagnuolo, Louise Dye, Jana Kraft, Jana Kraft, Nikki A. Ford

“…A systematic literature search through April 2024 was conducted (PubMed, Web of Science, Scopus, and CENTRAL) and supplemented by backwards citation screening. Dual screening, data extraction, and conflict resolution were performed by three reviewers and an interactive evidence map was created.ResultsAfter deduplication, 8,823 unique records were retrieved; 58 articles met inclusion criteria, comprising 45 unique studies (28 interventions, 17 observational studies). …”
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