Výsledky vyhľadávania - "Abstracting and Indexing - methods"

Publication Type Tagging using Transformer Models and Multi-Label Classification Autor Menke, Joe D, Kilicoglu, Halil, Smalheiser, Neil R

“…Indexing articles by their publication type and study design is essential for efficient search and filtering of the biomedical literature, but is understudied…”
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Geographic Barriers to Indexing: Examining Appalachia Autor Blevins, Emily W., Woodward, Nakia J., Loyd, Kelly, Castle, Aaron S., Walden, Rachel R., Wallace, Richard L.

“…The objective of this study was to examine the accuracy of indexing for "Appalachian Region"[Mesh]. Researchers performed a search in PubMed for articles…”
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Sometimes the apple does fall far from the tree: a case study on automatic indexing precision errors in PubMed Autor Wilson, Paije

“…Objective: This case study identifies the presence and prevalence of precision indexing errors in a subset of automatically indexed MEDLINE records in PubMed…”
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Automated indexing using NLM's Medical Text Indexer (MTI) compared to human indexing in Medline: a pilot study Autor Chen, Yin Yin, Bullard, Julia, Giustini, Dean

“…Objective: In 2002, the National Library of Medicine (NLM) introduced semi-automated indexing of Medline using the Medical Text Indexer (MTI). In 2021, NLM…”
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Supporting the use of standardized nursing terminologies with automatic subject heading prediction: a comparison of sentence-level text classification methods Autor Moen, Hans, Hakala, Kai, Peltonen, Laura-Maria, Suhonen, Henry, Ginter, Filip, Salakoski, Tapio, Salanterä, Sanna

“…) subject headings to free-text sentences in clinical nursing notes. The underlying motivation is to support nurses when they document patient care by developing…”
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A New Bibliometric Index: The Top 100 Most Disruptive and Developmental Publications in Colorectal Surgery Journals Autor Becerra, Adan Z, Grimes, Chassidy E, Grunvald, Miles W, Underhill, Joshua M, Bhama, Anuradha R, Govekar, Henry R, Saclarides, Theodore J, Hayden, Dana M

“…A new bibliometric index called the disruption score was recently proposed to identify innovative and paradigm-changing publications. The goal was to apply the…”
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Recommending MeSH terms for annotating biomedical articles Autor Huang, Minlie, Névéol, Aurélie, Lu, Zhiyong

“…Due to the high cost of manual curation of key aspects from the scientific literature, automated methods for assisting this process are greatly desired. Here,…”
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Filtering failure: the impact of automated indexing in Medline on retrieval of human studies for knowledge synthesis Autor Askin, Nicole, Ostapyk, Tyler, Epp, Carla

“… However, the shift to automated indexing of Medline records has raised concerns about the use of subject-heading-based search techniques…”
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Machine learning models for abstract screening task - A systematic literature review application for health economics and outcome research Autor Du, Jingcheng, Soysal, Ekin, Wang, Dong, He, Long, Lin, Bin, Wang, Jingqi, Manion, Frank J., Li, Yeran, Wu, Elise, Yao, Lixia

“…Objective Systematic literature reviews (SLRs) are critical for life-science research. However, the manual selection and retrieval of relevant publications can…”
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Algorithmic indexing in MEDLINE frequently overlooks important concepts and may compromise literature search results Autor Amar-Zifkin, Alexandre, Ekmekjian, Taline, Paquet, Virginie, Landry, Tara

“…: We assessed the conceptual appropriateness of Medical Subject Headings (MeSH) used to index a sample of MEDLINE records from February and March 2023…”
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Trends in prenatal diagnosis: An analysis of 40 years of Medical Subject Heading (MeSH) terms in publications Autor Lu, Ya‐Ling, Bianchi, Diana W.

“… Method We analyzed the publications in the journal Prenatal Diagnosis from its inception in 1980 to 2019 using Medical Subject Headings (MeSH…”
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MeSH Now: automatic MeSH indexing at PubMed scale via learning to rank Autor Mao, Yuqing, Lu, Zhiyong

“…Background MeSH indexing is the task of assigning relevant MeSH terms based on a manual reading of scholarly publications by human indexers. The task is highly…”
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Search methods for prognostic factor systematic reviews: a methodologic investigation Autor Boulos, Leah, Ogilvie, Rachel, Hayden, Jill A.

“…Objective: This study retroactively investigated the search methods used in the 2019 Hayden et al. study, one of the first systematic reviews of prognostic…”
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MeSH indexing based on automatically generated summaries Autor Jimeno-Yepes, Antonio J, Plaza, Laura, Mork, James G, Aronson, Alan R, Díaz, Alberto

“…) using as reference the Medical Subject Headings (MeSH) controlled vocabulary. For this task, the human indexers read the full text of the article…”
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A recent advance in the automatic indexing of the biomedical literature Autor Névéol, Aurélie, Shooshan, Sonya E., Humphrey, Susanne M., Mork, James G., Aronson, Alan R.

“… After reviewing issues in the automatic assignment of Medical Subject Headings (MeSH ® terms) to biomedical text, we focus more specifically on the new subheading attachment feature…”
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So many filters, so little time: the development of a search filter appraisal checklist Autor Glanville, Julie, Bayliss, Sue, Booth, Andrew, Dundar, Yenal, Fernandes, Hasina, Fleeman, Nigel David, Foster, Louise, Fraser, Cynthia, Fry-Smith, Anne, Golder, Su, Lefebvre, Carol, Miller, Caroline, Paisley, Suzy, Payne, Liz, Price, Alison, Welch, Karen

“…The authors developed a tool to assess the quality of search filters designed to retrieve records for studies with specific research designs (e.g., diagnostic…”
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Deterministic binary vectors for efficient automated indexing of MEDLINE/PubMed abstracts Autor Wahle, Manuel, Widdows, Dominic, Herskovic, Jorge R, Bernstam, Elmer V, Cohen, Trevor

“…The need to maintain accessibility of the biomedical literature has led to development of methods to assist human indexers by recommending index terms for…”
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Detecting Underspecification in SNOMED CT concept definitions through natural language processing Autor Pacheco, Edson, Stenzhorn, Holger, Nohama, Percy, Paetzold, Jan, Schulz, Stefan

“…Quality assurance and audit issues play a major role in maintening large biomedical terminology, such as SNOMED CT. Several automatized techniques have been…”
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A Propaganda Index for Reviewing Problem Framing in Articles and Manuscripts: An Exploratory Study Autor Gambrill, Eileen, Reiman, Amanda

“… A propaganda index consisting of 32 items was developed drawing on related literature. Seventeen subjects who review manuscripts for possible publication were requested…”
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MEDRank: Using graph-based concept ranking to index biomedical texts Autor Herskovic, Jorge R., Cohen, Trevor, Subramanian, Devika, Iyengar, M. Sriram, Smith, Jack W., Bernstam, Elmer V.

“… ► MEDRank improves retrieval of major Medical Subject Headings by 30%. ► Terms selected by MEDRank are match human expectations better than alternatives…”
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