Package: pubmed.mineR 1.0.21

S. Ramachandran

pubmed.mineR: Text Mining of PubMed Abstracts

Text mining of PubMed Abstracts (text and XML) from <https://pubmed.ncbi.nlm.nih.gov/>.

Authors:Jyoti Rani [aut], S.Ramachandran [aut], Ab Rauf Shah [aut], S. Ramachandran [cre]

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pubmed.mineR/json (API)

# Install 'pubmed.mineR' in R:
install.packages('pubmed.mineR', repos = c('https://cran.r-universe.dev', 'https://cloud.r-project.org'))

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This package does not link to any Github/Gitlab/R-forge repository. No issue tracker or development information is available.

68 exports 5 stars 0.71 score 6 dependencies 84 scripts 504 downloads

Last updated 9 days agofrom:fda200ef9d. Checks:OK: 2. Indexed: yes.

TargetResultDate
Doc / VignettesOKSep 09 2024
R-4.5-linuxOKSep 09 2024

Exports:additional_infoalias_fnaltnamesfunBWIcleanabscluster_wordsco_occurrence_advanceco_occurrence_fncombineabscontextSearchcos_sim_calccos_sim_calc_bootcurrentabs_fnFind_conclusionfind_intro_conc_htmlgene_atomizationgenes_BWIGenewiseget_DOIsget_gene_sentencesget_MedlinePlusget_NMidsget_original_termget_original_term2get_PMCIDSget_PMCtableget_SequencesgetabsgetabsTGive_SentencesGive_Sentences_PMChead_abbrevinput_for_find_intro_conc_htmllocal_uniprotfunnames_fnnew_xmlreadabsofficial_fnpmids_to_abstractspreviousabs_fnprevsymbol_fnprintabspubtator_functionpubtator_function_JSONpubtator_result_list_to_tablepubtator3_functionreadabsreadabsnewreadyremoveabssearchabsLsearchabsTsendabsSentenceTokenspace_quashersubabssubsetabstdm_for_lsauniprotfunwhichclusterword_associationsword_atomizationswordsclusterwordsclusterviewxmlgene_atomizationsxmlgene_atomizations_newxmlreadabsxmlword_atomizationsYearwise

Dependencies:bitopsbootR2HTMLRCurlRJSONIOXML

Readme and manuals

Help Manual

Help pageTopics
Class '"Abstracts"' Abstract ClassAbstracts-class
To extract sentences with nultiple keywords from Abstractsadditional_info
To extract sentences containing Alias of the Human Genes from Pubmed abstracts.alias_fn
To Get Alternative names of Genesaltnamesfun
To obtain the Buzz Word Index of terms from the Abstracts.BWI
To clean the result of searchabsLcleanabs
Methods for Function 'cleanabs'cleanabs,Abstracts-method cleanabs-methods
To Find the highest frequency of words within clusterscluster_words
Extracts multiple sentence with co-occurrence of two sets of terms)co_occurrence_advance
Extracts sentences with co-occurrence of two sets of termsco_occurrence_fn
To combine the abstractscombineabs
'Abstracts' Method to Combine Abstractscombineabs,Abstracts-method combineabs-methods
R Data containing words which frequently in textcommon_words_new
For Context SearchcontextSearch
Method for Context SearchcontextSearch,Abstracts-method contextSearch-methods
To calculate the cosine similarity between terms.cos_sim_calc
Cosine Similarity Calculation by Boot Strappingcos_sim_calc_boot
To Retrive the Abstracts for year.currentabs_fn
To find the conclusion from the abstract(s).Find_conclusion
To find the introduction and conclusion from the abstracts.find_intro_conc_html
To Extract Genes from the Abstractsgene_atomization
Function to obtain the Buzz Word Index of Genes from the abstracts.genes_BWI
Data containing Entrez IdsGeneToEntrez
To Search the number of abstracts for GenesGenewise
method to find the abstracts for the given gene.Genewise,Abstracts-method Genewise-methods
function for extracting Digital Object Identifier (DOIs) of papersget_DOIs
To extract the sentences for genes from the corpus.get_gene_sentences
To Get MedLinePlus Summaryget_MedlinePlus
To extract NM ids from NCBI.get_NMids
To get the original terms from the corpus. deprecatedget_original_term
To get the original terms from the corpus.get_original_term2
To extract the PMC Ids of the abstracts.get_PMCIDS
To fetch the given PMC article tables. Deprecatedget_PMCtable
To extract the Gene sequence from the NCBI.get_Sequences
To get Abstracts for a given term.getabs
'getabs' To Get abstracts for a termgetabs,Abstracts-method getabs-methods
To get Abstracts for a given term.getabsT
To Get AbstractsgetabsT,Abstracts-method getabsT-methods
To extract sentences from the AbstractsGive_Sentences
To fetch the sentence from the PMC full text articleGive_Sentences_PMC
To extract the abbreviated term.head_abbrev
HGNC Class for package.HGNC-class
R Data containing HGNC2UniprotID data mapping.HGNC2UniprotID
R Data containing HGNC data.HGNCdata
fetch the abstracts using E-utilities.input_for_find_intro_conc_html
To Get Information from Uniprot.local_uniprotfun
To extract the sentences in asbtracts containing gene names from HGNC.names_fn
To read the abstracts from the PubMed saved in XML format.new_xmlreadabs
To extract the sentences containing official gene symbol from abstracts.official_fn
To Find and match the PMIDs to the abstracts.pmids_to_abstracts
To Retrieve the Abstracts from the large corpus for given years.previousabs_fn
To extract the sentences containing Previous symbols of HGNC genes.prevsymbol_fn
To prind the total number of abstracts in an S4 object of class Abstracts , its start and endprintabs
function for text annotation using PubTator.Deprecated.pubtator_function
function for text annotation using PubTatorpubtator_function_JSON
Function to Convert Pubtator result from list into Tablepubtator_result_list_to_table
function for text annotation using PubTatorpubtator3_function
To read Abstractsreadabs
To read Abstractsreadabsnew
To Initiate the Classes.ready
To remove abstracts for the query term.removeabs
'removeabs' To remove abstracts of a term from the data.removeabs,Abstracts-method removeabs-methods
To Search the abstracts of term(s) in a combination mode.searchabsL
Searching AbstractssearchabsL,Abstracts-method searchabsL-methods
To Search AbstractssearchabsT
'searchabsT' Searching abstractssearchabsT,Abstracts-method searchabsT-methods
To send abstractssendabs
To send the Data into a Filesendabs,Abstracts-method sendabs-methods
To Tokenize the sentencesSentenceToken
Removes extra spaces between words.space_quasher
To find sub-abstractssubabs
Getting subabstractssubabs,Abstracts-method subabs-methods
To make subsets of large corpus.subsetabs
To make subset of Abstracts.subsetabs,Abstracts-method subsetabs-methods
create Term Document Matrix for lsa analysistdm_for_lsa
To get information about gene from the UniProt.Deprecated.uniprotfun
To fetch the cluster for wordswhichcluster
Extracts the words associated (to the left and to the right) with a given wordword_associations
Atomization of wordsword_atomizations
To cluster the wordswordscluster
To view the words in clusterwordsclusterview
Gene atomization of xml abstracts.Deprecated.xmlgene_atomizations
Gene atomization of xml abstracts.xmlgene_atomizations_new
To read the abstracts from the PubMed saved in XML format.xmlreadabs
Word atomizations of abstracts from xml format.xmlword_atomizations
To Search abstracts Year wiseYearwise
'Yearwise' Year wise extraction of AbstractsYearwise,Abstracts-method Yearwise-methods