{"id":"https://openalex.org/W4405718125","doi":"https://doi.org/10.1109/access.2024.3521596","title":"From Information Overload to Lucidity: A Survey on Leveraging GPTs for Systematic Summarization of Medical and Biomedical Artifacts","display_name":"From Information Overload to Lucidity: A Survey on Leveraging GPTs for Systematic Summarization of Medical and Biomedical Artifacts","publication_year":2024,"publication_date":"2024-12-23","ids":{"openalex":"https://openalex.org/W4405718125","doi":"https://doi.org/10.1109/access.2024.3521596"},"language":"en","primary_location":{"id":"doi:10.1109/access.2024.3521596","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2024.3521596","pdf_url":null,"source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.1109/access.2024.3521596","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5026365297","display_name":"Balamurugan Palanisamy","orcid":"https://orcid.org/0009-0002-9961-563X"},"institutions":[{"id":"https://openalex.org/I74796645","display_name":"Birla Institute of Technology and Science, Pilani","ror":"https://ror.org/001p3jz28","country_code":"IN","type":"education","lineage":["https://openalex.org/I74796645"]}],"countries":["IN"],"is_corresponding":true,"raw_author_name":"Balamurugan Palanisamy","raw_affiliation_strings":["Department of Electrical and Electronics Engineering, BITS Pilani, Pilani Campus, Pilani, India","Department of Electrical and Electronics Engineering, BITS-Pilani, Pilani Campus, India"],"raw_orcid":"https://orcid.org/0009-0002-9961-563X","affiliations":[{"raw_affiliation_string":"Department of Electrical and Electronics Engineering, BITS Pilani, Pilani Campus, Pilani, India","institution_ids":["https://openalex.org/I74796645"]},{"raw_affiliation_string":"Department of Electrical and Electronics Engineering, BITS-Pilani, Pilani Campus, India","institution_ids":["https://openalex.org/I74796645"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5054472039","display_name":"A. Chakrabarti","orcid":"https://orcid.org/0009-0006-4364-7172"},"institutions":[{"id":"https://openalex.org/I67357951","display_name":"KIIT University","ror":"https://ror.org/00k8zt527","country_code":"IN","type":"education","lineage":["https://openalex.org/I67357951"]},{"id":"https://openalex.org/I99729588","display_name":"Indian Institute of Technology Bhubaneswar","ror":"https://ror.org/04gx72j20","country_code":"IN","type":"education","lineage":["https://openalex.org/I99729588"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Arjab Chakrabarti","raw_affiliation_strings":["School of Computer Engineering, KIIT, Bhubaneswar, India","School of Computer Engineering, KIIT, Bhubaneshwar, India"],"raw_orcid":"https://orcid.org/0009-0006-4364-7172","affiliations":[{"raw_affiliation_string":"School of Computer Engineering, KIIT, Bhubaneswar, India","institution_ids":["https://openalex.org/I67357951","https://openalex.org/I99729588"]},{"raw_affiliation_string":"School of Computer Engineering, KIIT, Bhubaneshwar, India","institution_ids":["https://openalex.org/I67357951"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101731414","display_name":"Anushka Singh","orcid":"https://orcid.org/0009-0003-0274-808X"},"institutions":[{"id":"https://openalex.org/I67357951","display_name":"KIIT University","ror":"https://ror.org/00k8zt527","country_code":"IN","type":"education","lineage":["https://openalex.org/I67357951"]},{"id":"https://openalex.org/I74796645","display_name":"Birla Institute of Technology and Science, Pilani","ror":"https://ror.org/001p3jz28","country_code":"IN","type":"education","lineage":["https://openalex.org/I74796645"]},{"id":"https://openalex.org/I99729588","display_name":"Indian Institute of Technology Bhubaneswar","ror":"https://ror.org/04gx72j20","country_code":"IN","type":"education","lineage":["https://openalex.org/I99729588"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Anushka Singh","raw_affiliation_strings":["Department of Mechanical Engineering, BITS Pilani, Pilani Campus, Pilani, India","School of Computer Engineering, KIIT, Bhubaneswar, India","School of Computer Engineering, KIIT, Bhubaneshwar, India"],"raw_orcid":"https://orcid.org/0009-0003-0274-808X","affiliations":[{"raw_affiliation_string":"Department of Mechanical Engineering, BITS Pilani, Pilani Campus, Pilani, India","institution_ids":["https://openalex.org/I74796645"]},{"raw_affiliation_string":"School of Computer Engineering, KIIT, Bhubaneswar, India","institution_ids":["https://openalex.org/I67357951","https://openalex.org/I99729588"]},{"raw_affiliation_string":"School of Computer Engineering, KIIT, Bhubaneshwar, India","institution_ids":["https://openalex.org/I67357951"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5018894191","display_name":"Vikas Hassija","orcid":"https://orcid.org/0009-0003-9023-1661"},"institutions":[{"id":"https://openalex.org/I67357951","display_name":"KIIT University","ror":"https://ror.org/00k8zt527","country_code":"IN","type":"education","lineage":["https://openalex.org/I67357951"]},{"id":"https://openalex.org/I99729588","display_name":"Indian Institute of Technology Bhubaneswar","ror":"https://ror.org/04gx72j20","country_code":"IN","type":"education","lineage":["https://openalex.org/I99729588"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Vikas Hassija","raw_affiliation_strings":["School of Computer Engineering, KIIT, Bhubaneswar, India","School of Computer Engineering, KIIT, Bhubaneshwar, India"],"raw_orcid":"https://orcid.org/0009-0003-9023-1661","affiliations":[{"raw_affiliation_string":"School of Computer Engineering, KIIT, Bhubaneswar, India","institution_ids":["https://openalex.org/I67357951","https://openalex.org/I99729588"]},{"raw_affiliation_string":"School of Computer Engineering, KIIT, Bhubaneshwar, India","institution_ids":["https://openalex.org/I67357951"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5059170253","display_name":"GSS Chalapathi","orcid":"https://orcid.org/0000-0002-4087-7208"},"institutions":[{"id":"https://openalex.org/I74796645","display_name":"Birla Institute of Technology and Science, Pilani","ror":"https://ror.org/001p3jz28","country_code":"IN","type":"education","lineage":["https://openalex.org/I74796645"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"G. S. S. Chalapathi","raw_affiliation_strings":["Department of Electrical and Electronics Engineering, BITS Pilani, Pilani Campus, Pilani, India","Department of Electrical and Electronics Engineering, BITS-Pilani, Pilani Campus, India"],"raw_orcid":"https://orcid.org/0000-0002-4087-7208","affiliations":[{"raw_affiliation_string":"Department of Electrical and Electronics Engineering, BITS Pilani, Pilani Campus, Pilani, India","institution_ids":["https://openalex.org/I74796645"]},{"raw_affiliation_string":"Department of Electrical and Electronics Engineering, BITS-Pilani, Pilani Campus, India","institution_ids":["https://openalex.org/I74796645"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5014391904","display_name":"Amit R. Singh","orcid":"https://orcid.org/0000-0003-1947-7573"},"institutions":[{"id":"https://openalex.org/I67357951","display_name":"KIIT University","ror":"https://ror.org/00k8zt527","country_code":"IN","type":"education","lineage":["https://openalex.org/I67357951"]},{"id":"https://openalex.org/I74796645","display_name":"Birla Institute of Technology and Science, Pilani","ror":"https://ror.org/001p3jz28","country_code":"IN","type":"education","lineage":["https://openalex.org/I74796645"]},{"id":"https://openalex.org/I99729588","display_name":"Indian Institute of Technology Bhubaneswar","ror":"https://ror.org/04gx72j20","country_code":"IN","type":"education","lineage":["https://openalex.org/I99729588"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Amit Singh","raw_affiliation_strings":["Department of Mechanical Engineering, BITS Pilani, Pilani Campus, Pilani, India","School of Computer Engineering, KIIT, Bhubaneswar, India","Department of Mechanical Engineering, BITS-Pilani, Pilani Campus, India"],"raw_orcid":"https://orcid.org/0000-0003-1947-7573","affiliations":[{"raw_affiliation_string":"Department of Mechanical Engineering, BITS Pilani, Pilani Campus, Pilani, India","institution_ids":["https://openalex.org/I74796645"]},{"raw_affiliation_string":"School of Computer Engineering, KIIT, Bhubaneswar, India","institution_ids":["https://openalex.org/I67357951","https://openalex.org/I99729588"]},{"raw_affiliation_string":"Department of Mechanical Engineering, BITS-Pilani, Pilani Campus, India","institution_ids":["https://openalex.org/I74796645"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5026365297"],"corresponding_institution_ids":["https://openalex.org/I74796645"],"apc_list":{"value":1850,"currency":"USD","value_usd":1850},"apc_paid":{"value":1850,"currency":"USD","value_usd":1850},"fwci":2.2778,"has_fulltext":false,"cited_by_count":7,"citation_normalized_percentile":{"value":0.9020983,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":96,"max":100},"biblio":{"volume":"13","issue":null,"first_page":"7902","last_page":"7922"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10028","display_name":"Topic Modeling","score":0.9711999893188477,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/T10028","display_name":"Topic Modeling","score":0.9711999893188477,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/T11719","display_name":"Data Quality and Management","score":0.9415000081062317,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/automatic-summarization","display_name":"Automatic summarization","score":0.9545766115188599},{"id":"https://openalex.org/keywords/information-overload","display_name":"Information overload","score":0.7577150464057922},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6711755394935608},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.4051402807235718},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.38629376888275146},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.2747918963432312}],"concepts":[{"id":"https://openalex.org/C170858558","wikidata":"https://www.wikidata.org/wiki/Q1394144","display_name":"Automatic summarization","level":2,"score":0.9545766115188599},{"id":"https://openalex.org/C186625053","wikidata":"https://www.wikidata.org/wiki/Q1130191","display_name":"Information overload","level":2,"score":0.7577150464057922},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6711755394935608},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.4051402807235718},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.38629376888275146},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.2747918963432312}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/access.2024.3521596","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2024.3521596","pdf_url":null,"source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:a8743917bdc041868059521dbbd7e22c","is_oa":true,"landing_page_url":"https://doaj.org/article/a8743917bdc041868059521dbbd7e22c","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Access, Vol 13, Pp 7902-7922 (2025)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1109/access.2024.3521596","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2024.3521596","pdf_url":null,"source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320323889","display_name":"Birla Institute of Technology and Science, Pilani","ror":"https://ror.org/001p3jz28"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":118,"referenced_works":["https://openalex.org/W1971618508","https://openalex.org/W2021928864","https://openalex.org/W2043787647","https://openalex.org/W2069979873","https://openalex.org/W2101985451","https://openalex.org/W2146089916","https://openalex.org/W2161374186","https://openalex.org/W2609263042","https://openalex.org/W2737892366","https://openalex.org/W2810967793","https://openalex.org/W2887975519","https://openalex.org/W2897093100","https://openalex.org/W2906271473","https://openalex.org/W2911489562","https://openalex.org/W2963929190","https://openalex.org/W2980712812","https://openalex.org/W2992062333","https://openalex.org/W2992813182","https://openalex.org/W3008157977","https://openalex.org/W3014399069","https://openalex.org/W3025688857","https://openalex.org/W3034383590","https://openalex.org/W3036095175","https://openalex.org/W3044101393","https://openalex.org/W3046764764","https://openalex.org/W3087468924","https://openalex.org/W3088257970","https://openalex.org/W3092895577","https://openalex.org/W3098562101","https://openalex.org/W3105952014","https://openalex.org/W3126854045","https://openalex.org/W3160596727","https://openalex.org/W3163832451","https://openalex.org/W3163939464","https://openalex.org/W3169068430","https://openalex.org/W3177920269","https://openalex.org/W3183831854","https://openalex.org/W3192495122","https://openalex.org/W3200759624","https://openalex.org/W3212375254","https://openalex.org/W3217119495","https://openalex.org/W4205403018","https://openalex.org/W4205784658","https://openalex.org/W4206094367","https://openalex.org/W4211252716","https://openalex.org/W4283373300","https://openalex.org/W4285175792","https://openalex.org/W4285219308","https://openalex.org/W4285236966","https://openalex.org/W4285288100","https://openalex.org/W4292825932","https://openalex.org/W4293057253","https://openalex.org/W4296337696","https://openalex.org/W4297094586","https://openalex.org/W4297818301","https://openalex.org/W4308083513","https://openalex.org/W4312240912","https://openalex.org/W4312841684","https://openalex.org/W4313343658","https://openalex.org/W4313467238","https://openalex.org/W4315778606","https://openalex.org/W4320015904","https://openalex.org/W4320018401","https://openalex.org/W4320508486","https://openalex.org/W4327500636","https://openalex.org/W4360606782","https://openalex.org/W4360620450","https://openalex.org/W4362667540","https://openalex.org/W4366498198","https://openalex.org/W4366549000","https://openalex.org/W4367595583","https://openalex.org/W4376142471","https://openalex.org/W4379376212","https://openalex.org/W4380551514","https://openalex.org/W4381435827","https://openalex.org/W4382050752","https://openalex.org/W4382498938","https://openalex.org/W4383895105","https://openalex.org/W4385469325","https://openalex.org/W4385488826","https://openalex.org/W4385571667","https://openalex.org/W4385624423","https://openalex.org/W4385757471","https://openalex.org/W4385834084","https://openalex.org/W4385938140","https://openalex.org/W4386108432","https://openalex.org/W4386736893","https://openalex.org/W4386821109","https://openalex.org/W4386845850","https://openalex.org/W4387010491","https://openalex.org/W4387017455","https://openalex.org/W4387029017","https://openalex.org/W4387609283","https://openalex.org/W4387665611","https://openalex.org/W4387917900","https://openalex.org/W4387982431","https://openalex.org/W4388019042","https://openalex.org/W4388019161","https://openalex.org/W4388997064","https://openalex.org/W4389610651","https://openalex.org/W4390967254","https://openalex.org/W4391876619","https://openalex.org/W4404781796","https://openalex.org/W6682631176","https://openalex.org/W6739901393","https://openalex.org/W6761205521","https://openalex.org/W6761672038","https://openalex.org/W6771915120","https://openalex.org/W6778883912","https://openalex.org/W6796399376","https://openalex.org/W6811106525","https://openalex.org/W6850995887","https://openalex.org/W6851658862","https://openalex.org/W6853341658","https://openalex.org/W6853573970","https://openalex.org/W6855431654","https://openalex.org/W6857856553","https://openalex.org/W6857945252"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2366403280","https://openalex.org/W1495108544","https://openalex.org/W2091301346","https://openalex.org/W3148229873","https://openalex.org/W4389760904","https://openalex.org/W2150160875","https://openalex.org/W2351187795"],"abstract_inverted_index":{"In":[0],"medical":[1,43,68,71,91,113,137,150],"research,":[2,138],"the":[3,26,51,84,100,109,132,146],"rapid":[4,141],"proliferation":[5],"of":[6,25,54,77,86,102,136,148],"condition-specific":[7],"studies":[8,79,151],"has":[9],"led":[10],"to":[11,22,41,118],"an":[12],"information":[13,92,110,142],"overload,":[14],"making":[15],"it":[16],"challenging":[17],"for":[18,107,152],"researchers":[19],"and":[20,44,64,70,80,115,127,134,144],"practitioners":[21],"stay":[23],"abreast":[24],"latest":[27],"findings.":[28],"This":[29,121],"paper":[30],"presents":[31],"a":[32,74,105],"comprehensive":[33],"survey":[34,98],"on":[35],"leveraging":[36],"Generative":[37],"Pretrained":[38],"Transformers":[39],"(GPTs)":[40],"summarize":[42],"biomedical":[45],"artifacts":[46],"systematically.":[47],"We":[48],"delve":[49],"into":[50,93],"current":[52],"applications":[53],"GPTs":[55,87,103],"in":[56,62,88,112,140],"this":[57],"domain,":[58],"discussing":[59],"their":[60],"role":[61],"understanding":[63],"summarizing":[65],"research":[66,114],"papers,":[67],"dialogues,":[69],"records.":[72],"Through":[73],"comparative":[75],"analysis":[76],"recent":[78],"methodologies,":[81],"we":[82],"highlight":[83],"effectiveness":[85],"distilling":[89],"complex":[90,149],"concise,":[94],"understandable":[95],"summaries.":[96],"Our":[97],"underscores":[99],"potential":[101],"as":[104,130],"tool":[106],"navigating":[108],"overload":[111],"bringing":[116],"clarity":[117],"healthcare":[119],"professionals.":[120],"transformation":[122],"will":[123],"enhance":[124],"patient":[125],"care":[126],"outcomes,":[128],"such":[129],"improving":[131],"accessibility":[133],"comprehensibility":[135],"assisting":[139],"retrieval,":[143],"facilitating":[145],"summarization":[147],"broader":[153],"audiences.":[154]},"counts_by_year":[{"year":2026,"cited_by_count":4},{"year":2025,"cited_by_count":3}],"updated_date":"2026-05-06T08:25:59.206177","created_date":"2025-10-10T00:00:00"}
