{"id":"https://openalex.org/W3038254151","doi":"https://doi.org/10.1145/3397391.3397406","title":"Development of Abnormal Red Blood Cells Classifier Using Image Processing Techniques with Support Vector Machine","display_name":"Development of Abnormal Red Blood Cells Classifier Using Image Processing Techniques with Support Vector Machine","publication_year":2020,"publication_date":"2020-06-29","ids":{"openalex":"https://openalex.org/W3038254151","doi":"https://doi.org/10.1145/3397391.3397406","mag":"3038254151"},"language":"en","primary_location":{"id":"doi:10.1145/3397391.3397406","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3397391.3397406","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2020 10th International Conference on Biomedical Engineering and Technology","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/A5065183357","display_name":"Carlos C. Hortinela","orcid":"https://orcid.org/0000-0003-0870-5382"},"institutions":[{"id":"https://openalex.org/I137967721","display_name":"Map\u00faa University","ror":"https://ror.org/040rd2b57","country_code":"PH","type":"facility","lineage":["https://openalex.org/I137967721"]}],"countries":["PH"],"is_corresponding":true,"raw_author_name":"Carlos C. Hortinela","raw_affiliation_strings":["School of Electrical, Electronics, and Computer Engineering Map\u00faa University, Manila"],"affiliations":[{"raw_affiliation_string":"School of Electrical, Electronics, and Computer Engineering Map\u00faa University, Manila","institution_ids":["https://openalex.org/I137967721"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5033124062","display_name":"Janette C. Fausto","orcid":"https://orcid.org/0000-0002-8338-0277"},"institutions":[{"id":"https://openalex.org/I137967721","display_name":"Map\u00faa University","ror":"https://ror.org/040rd2b57","country_code":"PH","type":"facility","lineage":["https://openalex.org/I137967721"]}],"countries":["PH"],"is_corresponding":false,"raw_author_name":"Janette C. Fausto","raw_affiliation_strings":["School of Electrical, Electronics, and Computer Engineering Map\u00faa University, Manila"],"affiliations":[{"raw_affiliation_string":"School of Electrical, Electronics, and Computer Engineering Map\u00faa University, Manila","institution_ids":["https://openalex.org/I137967721"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5025561154","display_name":"Flordeliza L. Valiente","orcid":"https://orcid.org/0000-0002-4854-8177"},"institutions":[{"id":"https://openalex.org/I137967721","display_name":"Map\u00faa University","ror":"https://ror.org/040rd2b57","country_code":"PH","type":"facility","lineage":["https://openalex.org/I137967721"]}],"countries":["PH"],"is_corresponding":false,"raw_author_name":"Flordeliza L. Valiente","raw_affiliation_strings":["School of Electrical, Electronics, and Computer Engineering Map\u00faa University, Manila"],"affiliations":[{"raw_affiliation_string":"School of Electrical, Electronics, and Computer Engineering Map\u00faa University, Manila","institution_ids":["https://openalex.org/I137967721"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5014352575","display_name":"Paul Daniel C. Divina","orcid":null},"institutions":[{"id":"https://openalex.org/I137967721","display_name":"Map\u00faa University","ror":"https://ror.org/040rd2b57","country_code":"PH","type":"facility","lineage":["https://openalex.org/I137967721"]}],"countries":["PH"],"is_corresponding":false,"raw_author_name":"Paul Daniel C. Divina","raw_affiliation_strings":["School of Electrical, Electronics, and Computer Engineering Map\u00faa University, Manila"],"affiliations":[{"raw_affiliation_string":"School of Electrical, Electronics, and Computer Engineering Map\u00faa University, Manila","institution_ids":["https://openalex.org/I137967721"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5081384781","display_name":"John Philip T. Felices","orcid":null},"institutions":[{"id":"https://openalex.org/I137967721","display_name":"Map\u00faa University","ror":"https://ror.org/040rd2b57","country_code":"PH","type":"facility","lineage":["https://openalex.org/I137967721"]}],"countries":["PH"],"is_corresponding":false,"raw_author_name":"John Philip T. Felices","raw_affiliation_strings":["School of Electrical, Electronics, and Computer Engineering Map\u00faa University, Manila"],"affiliations":[{"raw_affiliation_string":"School of Electrical, Electronics, and Computer Engineering Map\u00faa University, Manila","institution_ids":["https://openalex.org/I137967721"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5065183357"],"corresponding_institution_ids":["https://openalex.org/I137967721"],"apc_list":null,"apc_paid":null,"fwci":0.7816,"has_fulltext":false,"cited_by_count":11,"citation_normalized_percentile":{"value":0.74006856,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"17","last_page":"21"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12874","display_name":"Digital Imaging for Blood Diseases","score":0.9998000264167786,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/T12874","display_name":"Digital Imaging for Blood Diseases","score":0.9998000264167786,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/T11721","display_name":"Blood properties and coagulation","score":0.9474999904632568,"subfield":{"id":"https://openalex.org/subfields/2740","display_name":"Pulmonary and Respiratory Medicine"},"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":0.9412999749183655,"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/support-vector-machine","display_name":"Support vector machine","score":0.6330828666687012},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5925238132476807},{"id":"https://openalex.org/keywords/echinocyte","display_name":"Echinocyte","score":0.5662696361541748},{"id":"https://openalex.org/keywords/feature-extraction","display_name":"Feature extraction","score":0.5309714078903198},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5284355282783508},{"id":"https://openalex.org/keywords/segmentation","display_name":"Segmentation","score":0.5004713535308838},{"id":"https://openalex.org/keywords/abnormality","display_name":"Abnormality","score":0.4918060600757599},{"id":"https://openalex.org/keywords/pallor","display_name":"Pallor","score":0.48865583539009094},{"id":"https://openalex.org/keywords/image-processing","display_name":"Image processing","score":0.475710928440094},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.4708774983882904},{"id":"https://openalex.org/keywords/red-blood-cell","display_name":"Red blood cell","score":0.456937700510025},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.3526817262172699},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.20349863171577454},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.19546988606452942},{"id":"https://openalex.org/keywords/immunology","display_name":"Immunology","score":0.1613074541091919},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.10254347324371338},{"id":"https://openalex.org/keywords/internal-medicine","display_name":"Internal medicine","score":0.09795224666595459}],"concepts":[{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.6330828666687012},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5925238132476807},{"id":"https://openalex.org/C1448646","wikidata":"https://www.wikidata.org/wiki/Q1280691","display_name":"Echinocyte","level":3,"score":0.5662696361541748},{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.5309714078903198},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5284355282783508},{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.5004713535308838},{"id":"https://openalex.org/C50965678","wikidata":"https://www.wikidata.org/wiki/Q2724302","display_name":"Abnormality","level":2,"score":0.4918060600757599},{"id":"https://openalex.org/C2778124894","wikidata":"https://www.wikidata.org/wiki/Q2336398","display_name":"Pallor","level":2,"score":0.48865583539009094},{"id":"https://openalex.org/C9417928","wikidata":"https://www.wikidata.org/wiki/Q1070689","display_name":"Image processing","level":3,"score":0.475710928440094},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.4708774983882904},{"id":"https://openalex.org/C2776557347","wikidata":"https://www.wikidata.org/wiki/Q37187","display_name":"Red blood cell","level":2,"score":0.456937700510025},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.3526817262172699},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.20349863171577454},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.19546988606452942},{"id":"https://openalex.org/C203014093","wikidata":"https://www.wikidata.org/wiki/Q101929","display_name":"Immunology","level":1,"score":0.1613074541091919},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.10254347324371338},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.09795224666595459},{"id":"https://openalex.org/C118552586","wikidata":"https://www.wikidata.org/wiki/Q7867","display_name":"Psychiatry","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3397391.3397406","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3397391.3397406","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2020 10th International Conference on Biomedical Engineering and Technology","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":9,"referenced_works":["https://openalex.org/W2004226906","https://openalex.org/W2064668694","https://openalex.org/W2066952721","https://openalex.org/W2143344700","https://openalex.org/W2148289906","https://openalex.org/W2808647902","https://openalex.org/W2899983280","https://openalex.org/W2921363453","https://openalex.org/W2922254597"],"related_works":["https://openalex.org/W2037985419","https://openalex.org/W140963804","https://openalex.org/W2025947125","https://openalex.org/W2430655524","https://openalex.org/W2149750762","https://openalex.org/W2038800053","https://openalex.org/W2227655435","https://openalex.org/W107966710","https://openalex.org/W2073688003","https://openalex.org/W2007797136"],"abstract_inverted_index":{"In":[0],"some":[1],"studies":[2],"conducted":[3],"from":[4],"the":[5,8,11,31,34,66,118,123,134,137,147,163,170,177,197,208,211,213],"medical":[6],"field,":[7],"abnormality":[9],"in":[10,162],"morphological":[12,96],"structure":[13],"of":[14,23,33,49,53,69,98,136,157,169,179,189,210,223],"red":[15,36,55,99,158,199],"blood":[16,24,37,56,71,100,159,171,190,200],"cells":[17,38,101,172,201],"is":[18,62,128],"used":[19,121],"as":[20,85,107,130],"an":[21,46],"indicator":[22],"related":[25,191],"diseases":[26,192],"and":[27,51,73,89,114,193,247],"conditions":[28],"based":[29,58],"on":[30,59,207],"classification":[32,52,148],"abnormal":[35,54,138,198],"that":[39,173],"have":[40,174],"been":[41],"found.":[42],"The":[43,78,92,140,183],"system":[44,93,184,214],"provides":[45,186],"automated":[47],"way":[48],"identification":[50],"cell":[57,160],"morphology.":[60],"This":[61],"done":[63],"by":[64,122,149],"capturing":[65],"microscopic":[67],"image":[68,75,80,86],"a":[70,180,187,219],"smear":[72],"applying":[74],"processing":[76],"techniques.":[77],"captured":[79],"undergoes":[81],"several":[82],"processes":[83],"such":[84,106],"pre-processing,":[87],"segmentation,":[88],"feature":[90],"extraction.":[91],"acquires":[94],"important":[95],"properties":[97],"through":[102],"these":[103],"processes.":[104],"Properties":[105],"diameter,":[108],"shape":[109],"geometric":[110],"factor,":[111],"central":[112],"pallor":[113],"target":[115],"flag":[116],"are":[117,167],"main":[119],"parameters":[120,175],"system.":[124,164],"Support":[125],"vector":[126],"machine":[127],"applied":[129],"classifier":[131],"to":[132,145,203,217],"identify":[133],"type":[135],"cell.":[139],"SVM":[141],"will":[142],"be":[143,204],"able":[144,216],"do":[146],"training":[150],"it":[151],"with":[152,196],"dataset":[153],"for":[154,225,229,232,235,238,241,245,249],"each":[155],"class":[156],"included":[161],"These":[165],"datasets":[166],"images":[168],"within":[176],"range":[178],"specific":[181],"class.":[182,251],"also":[185],"list":[188],"condition":[194],"associated":[195],"found":[202],"present.":[205],"Based":[206],"result":[209],"testing,":[212],"was":[215],"produce":[218],"high":[220],"accuracy":[221],"output":[222],"96.67%":[224],"normal":[226],"RBC,":[227],"100%":[228],"echinocytes,":[230],"97.5%":[231,234,240],"elliptocytes,":[233],"dacrocytes,":[236],"98.33%":[237],"spherocytes,":[239],"Target":[242],"cells,":[243],"98.53%":[244],"stomatocytes":[246],"86.67%":[248],"unknown":[250]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":4},{"year":2022,"cited_by_count":3},{"year":2021,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
