{"id":"https://openalex.org/W2276662578","doi":"https://doi.org/10.1142/s021972001630001x","title":"Stochastic modeling for dynamics of HIV-1 infection using cellular automata: A review","display_name":"Stochastic modeling for dynamics of HIV-1 infection using cellular automata: A review","publication_year":2015,"publication_date":"2015-10-12","ids":{"openalex":"https://openalex.org/W2276662578","doi":"https://doi.org/10.1142/s021972001630001x","mag":"2276662578","pmid":"https://pubmed.ncbi.nlm.nih.gov/26620040"},"language":"en","primary_location":{"id":"doi:10.1142/s021972001630001x","is_oa":false,"landing_page_url":"https://doi.org/10.1142/s021972001630001x","pdf_url":null,"source":{"id":"https://openalex.org/S155349577","display_name":"Journal of Bioinformatics and Computational Biology","issn_l":"0219-7200","issn":["0219-7200","1757-6334"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310311754","host_organization_name":"Imperial College Press","host_organization_lineage":["https://openalex.org/P4310311754"],"host_organization_lineage_names":["Imperial College Press"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Bioinformatics and Computational Biology","raw_type":"journal-article"},"type":"review","indexed_in":["crossref","pubmed"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5020877920","display_name":"Monamorn Precharattana","orcid":"https://orcid.org/0000-0002-6534-6921"},"institutions":[{"id":"https://openalex.org/I25399158","display_name":"Mahidol University","ror":"https://ror.org/01znkr924","country_code":"TH","type":"education","lineage":["https://openalex.org/I25399158"]}],"countries":["TH"],"is_corresponding":true,"raw_author_name":"Monamorn Precharattana","raw_affiliation_strings":["Institute for Innovative Learning, Mahidol University, 999 Salaya, Phutthamonthon District Nakhon Pathom 73170, Thailand"],"affiliations":[{"raw_affiliation_string":"Institute for Innovative Learning, Mahidol University, 999 Salaya, Phutthamonthon District Nakhon Pathom 73170, Thailand","institution_ids":["https://openalex.org/I25399158"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5020877920"],"corresponding_institution_ids":["https://openalex.org/I25399158"],"apc_list":null,"apc_paid":null,"fwci":0.3505,"has_fulltext":false,"cited_by_count":10,"citation_normalized_percentile":{"value":0.66897324,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":"14","issue":"01","first_page":"1630001","last_page":"1630001"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12162","display_name":"Cellular Automata and Applications","score":0.9976999759674072,"subfield":{"id":"https://openalex.org/subfields/1703","display_name":"Computational Theory and Mathematics"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T12162","display_name":"Cellular Automata and Applications","score":0.9976999759674072,"subfield":{"id":"https://openalex.org/subfields/1703","display_name":"Computational Theory and Mathematics"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10482","display_name":"Mathematical and Theoretical Epidemiology and Ecology Models","score":0.9943000078201294,"subfield":{"id":"https://openalex.org/subfields/2739","display_name":"Public Health, Environmental and Occupational Health"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T11152","display_name":"Stochastic processes and statistical mechanics","score":0.9657999873161316,"subfield":{"id":"https://openalex.org/subfields/2610","display_name":"Mathematical Physics"},"field":{"id":"https://openalex.org/fields/26","display_name":"Mathematics"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/cellular-automaton","display_name":"Cellular automaton","score":0.8537898063659668},{"id":"https://openalex.org/keywords/human-immunodeficiency-virus","display_name":"Human immunodeficiency virus (HIV)","score":0.7239346504211426},{"id":"https://openalex.org/keywords/dynamics","display_name":"Dynamics (music)","score":0.6324617266654968},{"id":"https://openalex.org/keywords/immune-system","display_name":"Immune system","score":0.605714738368988},{"id":"https://openalex.org/keywords/population","display_name":"Population","score":0.5430587530136108},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.5280438661575317},{"id":"https://openalex.org/keywords/immunology","display_name":"Immunology","score":0.472218781709671},{"id":"https://openalex.org/keywords/virology","display_name":"Virology","score":0.4407903552055359},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.3596722483634949},{"id":"https://openalex.org/keywords/computational-biology","display_name":"Computational biology","score":0.35902148485183716},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.22210130095481873},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.17087072134017944},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.1293337643146515}],"concepts":[{"id":"https://openalex.org/C35527583","wikidata":"https://www.wikidata.org/wiki/Q189156","display_name":"Cellular automaton","level":2,"score":0.8537898063659668},{"id":"https://openalex.org/C3013748606","wikidata":"https://www.wikidata.org/wiki/Q15787","display_name":"Human immunodeficiency virus (HIV)","level":2,"score":0.7239346504211426},{"id":"https://openalex.org/C145912823","wikidata":"https://www.wikidata.org/wiki/Q113558","display_name":"Dynamics (music)","level":2,"score":0.6324617266654968},{"id":"https://openalex.org/C8891405","wikidata":"https://www.wikidata.org/wiki/Q1059","display_name":"Immune system","level":2,"score":0.605714738368988},{"id":"https://openalex.org/C2908647359","wikidata":"https://www.wikidata.org/wiki/Q2625603","display_name":"Population","level":2,"score":0.5430587530136108},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.5280438661575317},{"id":"https://openalex.org/C203014093","wikidata":"https://www.wikidata.org/wiki/Q101929","display_name":"Immunology","level":1,"score":0.472218781709671},{"id":"https://openalex.org/C159047783","wikidata":"https://www.wikidata.org/wiki/Q7215","display_name":"Virology","level":1,"score":0.4407903552055359},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.3596722483634949},{"id":"https://openalex.org/C70721500","wikidata":"https://www.wikidata.org/wiki/Q177005","display_name":"Computational biology","level":1,"score":0.35902148485183716},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.22210130095481873},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.17087072134017944},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.1293337643146515},{"id":"https://openalex.org/C99454951","wikidata":"https://www.wikidata.org/wiki/Q932068","display_name":"Environmental health","level":1,"score":0.0},{"id":"https://openalex.org/C19417346","wikidata":"https://www.wikidata.org/wiki/Q7922","display_name":"Pedagogy","level":1,"score":0.0}],"mesh":[{"descriptor_ui":"D000163","descriptor_name":"Acquired Immunodeficiency Syndrome","qualifier_ui":"Q000209","qualifier_name":"etiology","is_major_topic":false},{"descriptor_ui":"D000163","descriptor_name":"Acquired Immunodeficiency Syndrome","qualifier_ui":"Q000209","qualifier_name":"etiology","is_major_topic":false},{"descriptor_ui":"D000163","descriptor_name":"Acquired Immunodeficiency Syndrome","qualifier_ui":"Q000209","qualifier_name":"etiology","is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008954","descriptor_name":"Models, Biological","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D008954","descriptor_name":"Models, Biological","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D008954","descriptor_name":"Models, Biological","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D013269","descriptor_name":"Stochastic Processes","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D013269","descriptor_name":"Stochastic Processes","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D013269","descriptor_name":"Stochastic Processes","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D015496","descriptor_name":"CD4-Positive T-Lymphocytes","qualifier_ui":"Q000821","qualifier_name":"virology","is_major_topic":false},{"descriptor_ui":"D015496","descriptor_name":"CD4-Positive T-Lymphocytes","qualifier_ui":"Q000821","qualifier_name":"virology","is_major_topic":false},{"descriptor_ui":"D015496","descriptor_name":"CD4-Positive T-Lymphocytes","qualifier_ui":"Q000821","qualifier_name":"virology","is_major_topic":false},{"descriptor_ui":"D015497","descriptor_name":"HIV-1","qualifier_ui":"Q000472","qualifier_name":"pathogenicity","is_major_topic":false},{"descriptor_ui":"D015497","descriptor_name":"HIV-1","qualifier_ui":"Q000472","qualifier_name":"pathogenicity","is_major_topic":false},{"descriptor_ui":"D015497","descriptor_name":"HIV-1","qualifier_ui":"Q000472","qualifier_name":"pathogenicity","is_major_topic":false},{"descriptor_ui":"D015658","descriptor_name":"HIV Infections","qualifier_ui":"Q000188","qualifier_name":"drug therapy","is_major_topic":false},{"descriptor_ui":"D015658","descriptor_name":"HIV Infections","qualifier_ui":"Q000188","qualifier_name":"drug therapy","is_major_topic":false},{"descriptor_ui":"D015658","descriptor_name":"HIV Infections","qualifier_ui":"Q000188","qualifier_name":"drug therapy","is_major_topic":false},{"descriptor_ui":"D015658","descriptor_name":"HIV Infections","qualifier_ui":"Q000209","qualifier_name":"etiology","is_major_topic":false},{"descriptor_ui":"D015658","descriptor_name":"HIV Infections","qualifier_ui":"Q000209","qualifier_name":"etiology","is_major_topic":false},{"descriptor_ui":"D015658","descriptor_name":"HIV Infections","qualifier_ui":"Q000209","qualifier_name":"etiology","is_major_topic":false},{"descriptor_ui":"D015658","descriptor_name":"HIV Infections","qualifier_ui":"Q000473","qualifier_name":"pathology","is_major_topic":false},{"descriptor_ui":"D015658","descriptor_name":"HIV Infections","qualifier_ui":"Q000473","qualifier_name":"pathology","is_major_topic":false},{"descriptor_ui":"D015658","descriptor_name":"HIV Infections","qualifier_ui":"Q000473","qualifier_name":"pathology","is_major_topic":false}],"locations_count":2,"locations":[{"id":"doi:10.1142/s021972001630001x","is_oa":false,"landing_page_url":"https://doi.org/10.1142/s021972001630001x","pdf_url":null,"source":{"id":"https://openalex.org/S155349577","display_name":"Journal of Bioinformatics and Computational Biology","issn_l":"0219-7200","issn":["0219-7200","1757-6334"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310311754","host_organization_name":"Imperial College Press","host_organization_lineage":["https://openalex.org/P4310311754"],"host_organization_lineage_names":["Imperial College Press"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Bioinformatics and Computational Biology","raw_type":"journal-article"},{"id":"pmid:26620040","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/26620040","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of bioinformatics and computational biology","raw_type":null}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/3","display_name":"Good health and well-being","score":0.8100000023841858}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":43,"referenced_works":["https://openalex.org/W130484455","https://openalex.org/W1514059692","https://openalex.org/W1523236906","https://openalex.org/W1569478616","https://openalex.org/W1958445774","https://openalex.org/W1965004987","https://openalex.org/W1965879343","https://openalex.org/W1972501464","https://openalex.org/W1992912761","https://openalex.org/W1999749665","https://openalex.org/W2001109406","https://openalex.org/W2001917666","https://openalex.org/W2001933532","https://openalex.org/W2003236528","https://openalex.org/W2005734590","https://openalex.org/W2006435453","https://openalex.org/W2007955132","https://openalex.org/W2015100089","https://openalex.org/W2016078569","https://openalex.org/W2018665836","https://openalex.org/W2020727662","https://openalex.org/W2022060148","https://openalex.org/W2023734936","https://openalex.org/W2033610638","https://openalex.org/W2034788196","https://openalex.org/W2036424138","https://openalex.org/W2056118594","https://openalex.org/W2057975334","https://openalex.org/W2060089646","https://openalex.org/W2079999509","https://openalex.org/W2098880234","https://openalex.org/W2108704847","https://openalex.org/W2123116940","https://openalex.org/W2131200045","https://openalex.org/W2135816279","https://openalex.org/W2143249982","https://openalex.org/W2143666216","https://openalex.org/W2160653514","https://openalex.org/W2339006876","https://openalex.org/W2739819042","https://openalex.org/W2917125947","https://openalex.org/W4249813962","https://openalex.org/W4285719527"],"related_works":["https://openalex.org/W2164619678","https://openalex.org/W1669105318","https://openalex.org/W2113544496","https://openalex.org/W2360313292","https://openalex.org/W9202957","https://openalex.org/W2067777412","https://openalex.org/W2359527201","https://openalex.org/W2353714615","https://openalex.org/W3091867061","https://openalex.org/W2370307662"],"abstract_inverted_index":{"Recently,":[0],"the":[1,18,21,46,61,69,72],"description":[2],"of":[3,23,36,71,74],"immune":[4,38],"response":[5],"by":[6,40,67],"discrete":[7],"models":[8,52],"has":[9],"emerged":[10],"to":[11,16,32,84],"play":[12],"an":[13],"important":[14],"role":[15],"study":[17],"problems":[19],"in":[20,45,58,79,106],"area":[22],"human":[24],"immunodeficiency":[25],"virus":[26],"type":[27],"1":[28],"(HIV-1)":[29],"infection,":[30],"leading":[31],"AIDS.":[33],"As":[34],"infection":[35,76],"target":[37],"cells":[39],"HIV-1":[41,75,92],"mainly":[42],"takes":[43],"place":[44],"lymphoid":[47],"tissue,":[48],"cellular":[49],"automata":[50],"(CA)":[51],"thus":[53],"represent":[54],"a":[55],"significant":[56],"step":[57],"understanding":[59],"when":[60],"infected":[62],"population":[63],"is":[64],"dispersed.":[65],"Motivated":[66],"these,":[68],"studies":[70],"dynamics":[73],"using":[77],"CA":[78,87],"memory":[80],"have":[81,88,96],"been":[82,89,97],"presented":[83],"recognize":[85],"how":[86],"developed":[90],"for":[91],"dynamics,":[93],"which":[94,101],"issues":[95,102],"studied":[98],"already":[99],"and":[100],"still":[103],"are":[104],"objectives":[105],"future":[107],"studies.":[108]},"counts_by_year":[{"year":2023,"cited_by_count":1},{"year":2021,"cited_by_count":3},{"year":2020,"cited_by_count":4},{"year":2019,"cited_by_count":1},{"year":2016,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
