{"id":"https://openalex.org/W4402897091","doi":"https://doi.org/10.1109/icsipa62061.2024.10686338","title":"Machine Learning Based Disease Diagnostic System: Implementation and Challenges","display_name":"Machine Learning Based Disease Diagnostic System: Implementation and Challenges","publication_year":2024,"publication_date":"2024-09-03","ids":{"openalex":"https://openalex.org/W4402897091","doi":"https://doi.org/10.1109/icsipa62061.2024.10686338"},"language":"en","primary_location":{"id":"doi:10.1109/icsipa62061.2024.10686338","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/icsipa62061.2024.10686338","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE 8th International Conference on Signal and Image Processing Applications (ICSIPA)","raw_type":"proceedings-article"},"type":"article","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/A5111342979","display_name":"Nor Ashidi bin Mat Isa","orcid":null},"institutions":[{"id":"https://openalex.org/I139322472","display_name":"Universiti Sains Malaysia","ror":"https://ror.org/02rgb2k63","country_code":"MY","type":"education","lineage":["https://openalex.org/I139322472"]}],"countries":["MY"],"is_corresponding":true,"raw_author_name":"Nor Ashidi bin Mat Isa","raw_affiliation_strings":["School of Electrical and Electronic Engineering, Universiti Sains Malaysia"],"affiliations":[{"raw_affiliation_string":"School of Electrical and Electronic Engineering, Universiti Sains Malaysia","institution_ids":["https://openalex.org/I139322472"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5111342979"],"corresponding_institution_ids":["https://openalex.org/I139322472"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.21817816,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"ix","last_page":"ix"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11396","display_name":"Artificial Intelligence in Healthcare","score":0.4043000042438507,"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"}},"topics":[{"id":"https://openalex.org/T11396","display_name":"Artificial Intelligence in Healthcare","score":0.4043000042438507,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.715338945388794},{"id":"https://openalex.org/keywords/disease","display_name":"Disease","score":0.4716690480709076},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4435260593891144},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.4016907811164856},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.13018882274627686}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.715338945388794},{"id":"https://openalex.org/C2779134260","wikidata":"https://www.wikidata.org/wiki/Q12136","display_name":"Disease","level":2,"score":0.4716690480709076},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4435260593891144},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4016907811164856},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.13018882274627686},{"id":"https://openalex.org/C142724271","wikidata":"https://www.wikidata.org/wiki/Q7208","display_name":"Pathology","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icsipa62061.2024.10686338","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/icsipa62061.2024.10686338","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE 8th International Conference on Signal and Image Processing Applications (ICSIPA)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W2961085424","https://openalex.org/W4306674287","https://openalex.org/W3046775127","https://openalex.org/W3107602296","https://openalex.org/W4394896187","https://openalex.org/W3170094116","https://openalex.org/W4386462264","https://openalex.org/W4364306694","https://openalex.org/W4312192474","https://openalex.org/W4283697347"],"abstract_inverted_index":{"This":[0],"speech":[1,19],"will":[2,20,89,105],"highlight":[3],"the":[4,23,49,93,96],"potential":[5],"of":[6,25,51,79,86,95,99,111],"machine":[7,26],"learning":[8,27,124],"(ML)":[9],"in":[10],"medical":[11,52,118],"image":[12,34],"analysis":[13,58],"and":[14,36,42,57,84],"disease":[15,29,71,102],"diagnostic.":[16],"First,":[17],"this":[18],"focus":[21],"on":[22],"implementation":[24],"for":[28,70],"diagnostic":[30,103],"systems,":[31],"which":[32],"involves":[33],"processing":[35],"intelligent":[37],"classification":[38,72,78],"phases.":[39],"Contrast":[40],"enhancement":[41],"noise":[43],"filtering":[44],"are":[45,59,67,113],"used":[46,69],"to":[47,61],"improve":[48],"quality":[50],"images,":[53],"before":[54],"features":[55],"extraction":[56],"performed":[60],"extract":[62],"significant":[63],"features.":[64],"Intelligent":[65],"classifiers":[66],"then":[68],"purposes.":[73],"Three":[74],"case":[75],"studies":[76],"namely,":[77],"cervical":[80],"cancer":[81],"(2":[82],"cases)":[83],"detection":[85],"sperm":[87],"motility":[88],"be":[90,106],"presented.":[91],"At":[92],"end":[94],"speech,":[97],"challenges":[98,112],"ML":[100],"based":[101],"system":[104,131],"discussed":[107],"as":[108],"well.":[109],"Examples":[110],"(i)":[114],"gaining":[115],"confidence":[116],"among":[117],"experts,":[119],"(ii)":[120],"competition":[121],"from":[122],"deep":[123],"approaches,":[125],"(iii)":[126],"developing":[127],"a":[128],"more":[129],"objective":[130],"etc.":[132]},"counts_by_year":[],"updated_date":"2025-12-21T23:12:01.093139","created_date":"2025-10-10T00:00:00"}