{"id":"https://openalex.org/W4312821854","doi":"https://doi.org/10.1145/3556223.3556230","title":"A Machine Learning based Proposition for Automated and Methodical Prediction of Liver Disease","display_name":"A Machine Learning based Proposition for Automated and Methodical Prediction of Liver Disease","publication_year":2022,"publication_date":"2022-07-29","ids":{"openalex":"https://openalex.org/W4312821854","doi":"https://doi.org/10.1145/3556223.3556230"},"language":"en","primary_location":{"id":"doi:10.1145/3556223.3556230","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3556223.3556230","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"The 10th International Conference on Computer and Communications Management","raw_type":"proceedings-article"},"type":"conference-paper","indexed_in":["crossref"],"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/A5003379062","display_name":"Shorove Tajmen","orcid":null},"institutions":[{"id":"https://openalex.org/I200606013","display_name":"Daffodil International University","ror":"https://ror.org/052t4a858","country_code":"BD","type":"education","lineage":["https://openalex.org/I200606013"]}],"countries":["BD"],"is_corresponding":false,"raw_author_name":"Shorove Tajmen","raw_affiliation_strings":["Department of Computer Science &amp; Engineering, Daffodil International University, Bangladesh"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science &amp; Engineering, Daffodil International University, Bangladesh","institution_ids":["https://openalex.org/I200606013"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5010244781","display_name":"Asif Karim","orcid":"https://orcid.org/0000-0001-8532-6816"},"institutions":[{"id":"https://openalex.org/I29894533","display_name":"Charles Darwin University","ror":"https://ror.org/048zcaj52","country_code":"AU","type":"education","lineage":["https://openalex.org/I29894533"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Asif Karim","raw_affiliation_strings":["College of Engineering, IT and Environment, Charles Darwin University, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Engineering, IT and Environment, Charles Darwin University, Australia","institution_ids":["https://openalex.org/I29894533"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5089340806","display_name":"Aunik Hasan Mridul","orcid":"https://orcid.org/0000-0002-5034-1087"},"institutions":[{"id":"https://openalex.org/I200606013","display_name":"Daffodil International University","ror":"https://ror.org/052t4a858","country_code":"BD","type":"education","lineage":["https://openalex.org/I200606013"]}],"countries":["BD"],"is_corresponding":false,"raw_author_name":"Aunik Hasan Mridul","raw_affiliation_strings":["Department of Computer Science &amp; Engineering, Daffodil International University, Bangladesh"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science &amp; Engineering, Daffodil International University, Bangladesh","institution_ids":["https://openalex.org/I200606013"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5062716310","display_name":"Sami Azam","orcid":"https://orcid.org/0000-0001-7572-9750"},"institutions":[{"id":"https://openalex.org/I29894533","display_name":"Charles Darwin University","ror":"https://ror.org/048zcaj52","country_code":"AU","type":"education","lineage":["https://openalex.org/I29894533"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Sami Azam","raw_affiliation_strings":["College of Engineering, IT and Environment, Charles Darwin University, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Engineering, IT and Environment, Charles Darwin University, Australia","institution_ids":["https://openalex.org/I29894533"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5043454773","display_name":"Pronab Ghosh","orcid":"https://orcid.org/0000-0002-5524-2328"},"institutions":[{"id":"https://openalex.org/I72541430","display_name":"Lakehead University","ror":"https://ror.org/023p7mg82","country_code":"CA","type":"education","lineage":["https://openalex.org/I72541430"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Pronab Ghosh","raw_affiliation_strings":["Department of Computer Science, Lakehead University, Canada"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science, Lakehead University, Canada","institution_ids":["https://openalex.org/I72541430"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5031895186","display_name":"Al-Amin Dhaly","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Al-Amin Dhaly","raw_affiliation_strings":["Department of Computer Science &amp; Engineering, Daffodil International University, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science &amp; Engineering, Daffodil International University, Australia","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5001035729","display_name":"Md Nour Hossain","orcid":"https://orcid.org/0000-0001-8762-4155"},"institutions":[{"id":"https://openalex.org/I4210136381","display_name":"Indiana University Kokomo","ror":"https://ror.org/04161kh40","country_code":"US","type":"education","lineage":["https://openalex.org/I4210136381","https://openalex.org/I592451"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Md Nour Hossain","raw_affiliation_strings":["Department of Computer Science and Informatics, Indiana University Kokomo, United States"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Informatics, Indiana University Kokomo, United States","institution_ids":["https://openalex.org/I4210136381"]}]}],"institutions":[],"countries_distinct_count":4,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":11,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"46","last_page":"53"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10351","display_name":"Liver Disease Diagnosis and Treatment","score":0.9983000159263611,"subfield":{"id":"https://openalex.org/subfields/2713","display_name":"Epidemiology"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},"topics":[{"id":"https://openalex.org/T10351","display_name":"Liver Disease Diagnosis and Treatment","score":0.9983000159263611,"subfield":{"id":"https://openalex.org/subfields/2713","display_name":"Epidemiology"},"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/T11396","display_name":"Artificial Intelligence in Healthcare","score":0.9941999912261963,"subfield":{"id":"https://openalex.org/subfields/3605","display_name":"Health Information Management"},"field":{"id":"https://openalex.org/fields/36","display_name":"Health Professions"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T10151","display_name":"Hepatitis C virus research","score":0.9038000106811523,"subfield":{"id":"https://openalex.org/subfields/2721","display_name":"Hepatology"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/boosting","display_name":"Boosting (machine learning)","score":0.9653998613357544},{"id":"https://openalex.org/keywords/adaboost","display_name":"AdaBoost","score":0.8408809900283813},{"id":"https://openalex.org/keywords/gradient-boosting","display_name":"Gradient boosting","score":0.8331829309463501},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.7406659126281738},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.7352310419082642},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6263705492019653},{"id":"https://openalex.org/keywords/random-forest","display_name":"Random forest","score":0.5451282262802124},{"id":"https://openalex.org/keywords/ensemble-learning","display_name":"Ensemble learning","score":0.5285547971725464},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.32291099429130554},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.25638628005981445}],"concepts":[{"id":"https://openalex.org/C46686674","wikidata":"https://www.wikidata.org/wiki/Q466303","display_name":"Boosting (machine learning)","level":2,"score":0.9653998613357544},{"id":"https://openalex.org/C141404830","wikidata":"https://www.wikidata.org/wiki/Q2823869","display_name":"AdaBoost","level":3,"score":0.8408809900283813},{"id":"https://openalex.org/C70153297","wikidata":"https://www.wikidata.org/wiki/Q5591907","display_name":"Gradient boosting","level":3,"score":0.8331829309463501},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.7406659126281738},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.7352310419082642},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6263705492019653},{"id":"https://openalex.org/C169258074","wikidata":"https://www.wikidata.org/wiki/Q245748","display_name":"Random forest","level":2,"score":0.5451282262802124},{"id":"https://openalex.org/C45942800","wikidata":"https://www.wikidata.org/wiki/Q245652","display_name":"Ensemble learning","level":2,"score":0.5285547971725464},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.32291099429130554},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.25638628005981445}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3556223.3556230","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3556223.3556230","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"The 10th International Conference on Computer and Communications Management","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.6100000143051147,"display_name":"Life in Land","id":"https://metadata.un.org/sdg/15"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":27,"referenced_works":["https://openalex.org/W2026219386","https://openalex.org/W2084362125","https://openalex.org/W2108122578","https://openalex.org/W2123296398","https://openalex.org/W2268875920","https://openalex.org/W2407984922","https://openalex.org/W2626166918","https://openalex.org/W2786621683","https://openalex.org/W2792913188","https://openalex.org/W2795958278","https://openalex.org/W2893835498","https://openalex.org/W2907716967","https://openalex.org/W2955772439","https://openalex.org/W2987201163","https://openalex.org/W3012362112","https://openalex.org/W3018543397","https://openalex.org/W3019703103","https://openalex.org/W3021497556","https://openalex.org/W3022667344","https://openalex.org/W3047730843","https://openalex.org/W3081125651","https://openalex.org/W3092578031","https://openalex.org/W3097457142","https://openalex.org/W3108137517","https://openalex.org/W4206177210","https://openalex.org/W4206357268","https://openalex.org/W6618550136"],"related_works":["https://openalex.org/W2327035729","https://openalex.org/W2348748958","https://openalex.org/W3039673966","https://openalex.org/W1538046993","https://openalex.org/W2884325279","https://openalex.org/W1570592793","https://openalex.org/W1992847598","https://openalex.org/W4296079469","https://openalex.org/W3208169454","https://openalex.org/W4298012357"],"abstract_inverted_index":{"Liver":[0],"disease,":[1],"a":[2],"life-threatening":[3],"malice,":[4],"has":[5],"become":[6],"one":[7],"of":[8,33,99],"the":[9,21,93],"most":[10],"common":[11],"diseases":[12],"in":[13],"recent":[14],"years.":[15],"Our":[16],"goal":[17],"is":[18,44],"to":[19],"identify":[20],"associated":[22],"risks":[23],"early":[24],"enough":[25],"through":[26],"existing":[27],"preconditions":[28],"and":[29,58,81],"make":[30],"efficient":[31],"predictions":[32],"liver":[34],"disease":[35],"using":[36],"cutting":[37],"edge":[38],"machine":[39],"learning":[40],"models.":[41],"The":[42],"dataset":[43],"collected":[45],"from":[46],"UCI":[47],"repository.":[48],"Hybrid":[49],"classifiers,":[50],"developed":[51],"by":[52],"combining":[53],"traditional":[54],"classifiers":[55],"with":[56,95],"Bagging":[57,69,72],"Boosting":[59,63,64,78,83,84],"methods":[60],"like":[61],"Gradient":[62,82],"Method":[65,70,73,79,85],"(GBBM),":[66],"Random":[67],"Forest":[68],"(RFBM),":[71],"(KNNBM),":[74],"K-Nearest":[75],"Neighbors,":[76],"AdaBoost":[77],"(ABBM),":[80],"(GBBM)":[86],"have":[87],"been":[88],"used.":[89],"K-nearest":[90],"Neighbors":[91],"performed":[92],"best":[94],"Testing":[96],"Accuracy":[97],"(TA)":[98],"99.9%.":[100]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":6},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":3}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}
