{"id":"https://openalex.org/W4391936574","doi":"https://doi.org/10.1109/ocit59427.2023.10430938","title":"XAIA: An Explainable AI Approach for Classification and Analysis of Blood Anemia","display_name":"XAIA: An Explainable AI Approach for Classification and Analysis of Blood Anemia","publication_year":2023,"publication_date":"2023-12-13","ids":{"openalex":"https://openalex.org/W4391936574","doi":"https://doi.org/10.1109/ocit59427.2023.10430938"},"language":"en","primary_location":{"id":"doi:10.1109/ocit59427.2023.10430938","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ocit59427.2023.10430938","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 OITS International Conference on Information Technology (OCIT)","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/A5102006261","display_name":"Jyoti Prajapati","orcid":"https://orcid.org/0009-0004-6817-8742"},"institutions":[{"id":"https://openalex.org/I4210138251","display_name":"Indian Institute of Information Technology, Nagpur","ror":"https://ror.org/03e2e3s57","country_code":"IN","type":"education","lineage":["https://openalex.org/I4210138251"]},{"id":"https://openalex.org/I4387155265","display_name":"International Institute of Information Technology","ror":"https://ror.org/016kfyg29","country_code":null,"type":"facility","lineage":["https://openalex.org/I4387155265"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Jyoti Prajapati","raw_affiliation_strings":["IIIT Naya Raipur,CSE Department,Chhattisgarh,India,493661"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"IIIT Naya Raipur,CSE Department,Chhattisgarh,India,493661","institution_ids":["https://openalex.org/I4210138251","https://openalex.org/I4387155265"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5113959642","display_name":"Venkanna Uduthalapally","orcid":null},"institutions":[{"id":"https://openalex.org/I4210138251","display_name":"Indian Institute of Information Technology, Nagpur","ror":"https://ror.org/03e2e3s57","country_code":"IN","type":"education","lineage":["https://openalex.org/I4210138251"]},{"id":"https://openalex.org/I4387155265","display_name":"International Institute of Information Technology","ror":"https://ror.org/016kfyg29","country_code":null,"type":"facility","lineage":["https://openalex.org/I4387155265"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Venkanna Uduthalapally","raw_affiliation_strings":["IIIT Naya Raipur,CSE Department,Chhattisgarh,India,493661"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"IIIT Naya Raipur,CSE Department,Chhattisgarh,India,493661","institution_ids":["https://openalex.org/I4210138251","https://openalex.org/I4387155265"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5068887717","display_name":"Debanjan Das","orcid":"https://orcid.org/0000-0002-3450-9767"},"institutions":[{"id":"https://openalex.org/I4210138251","display_name":"Indian Institute of Information Technology, Nagpur","ror":"https://ror.org/03e2e3s57","country_code":"IN","type":"education","lineage":["https://openalex.org/I4210138251"]},{"id":"https://openalex.org/I4387155265","display_name":"International Institute of Information Technology","ror":"https://ror.org/016kfyg29","country_code":null,"type":"facility","lineage":["https://openalex.org/I4387155265"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Debanjan Das","raw_affiliation_strings":["IIIT Naya Raipur,ECE Department,Chhattisgarh,India,493661"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"IIIT Naya Raipur,ECE Department,Chhattisgarh,India,493661","institution_ids":["https://openalex.org/I4210138251","https://openalex.org/I4387155265"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5076611650","display_name":"Rajarshi Mahapatra","orcid":"https://orcid.org/0000-0003-0155-0218"},"institutions":[{"id":"https://openalex.org/I4210138251","display_name":"Indian Institute of Information Technology, Nagpur","ror":"https://ror.org/03e2e3s57","country_code":"IN","type":"education","lineage":["https://openalex.org/I4210138251"]},{"id":"https://openalex.org/I4387155265","display_name":"International Institute of Information Technology","ror":"https://ror.org/016kfyg29","country_code":null,"type":"facility","lineage":["https://openalex.org/I4387155265"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Rajarshi Mahapatra","raw_affiliation_strings":["IIIT Naya Raipur,ECE Department,Chhattisgarh,India,493661"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"IIIT Naya Raipur,ECE Department,Chhattisgarh,India,493661","institution_ids":["https://openalex.org/I4210138251","https://openalex.org/I4387155265"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5110933286","display_name":"Preetam N Wasnik","orcid":null},"institutions":[{"id":"https://openalex.org/I129734738","display_name":"All India Institute of Medical Sciences Raipur","ror":"https://ror.org/02ys8pq62","country_code":"IN","type":"education","lineage":["https://openalex.org/I129734738"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Preetam Narayan Wasnik","raw_affiliation_strings":["AIIMS Raipur,General Medicine Department,Chhattisgarh,India,492099"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"AIIMS Raipur,General Medicine Department,Chhattisgarh,India,492099","institution_ids":["https://openalex.org/I129734738"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":6,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"88","last_page":"93"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11396","display_name":"Artificial Intelligence in Healthcare","score":0.9850999712944031,"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":0.9850999712944031,"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/T12026","display_name":"Explainable Artificial Intelligence (XAI)","score":0.9714999794960022,"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/T13702","display_name":"Machine Learning in Healthcare","score":0.9453999996185303,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6232908964157104},{"id":"https://openalex.org/keywords/anemia","display_name":"Anemia","score":0.5348480939865112},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4135698974132538},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.2952350974082947},{"id":"https://openalex.org/keywords/internal-medicine","display_name":"Internal medicine","score":0.14686593413352966}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6232908964157104},{"id":"https://openalex.org/C2778248108","wikidata":"https://www.wikidata.org/wiki/Q5445","display_name":"Anemia","level":2,"score":0.5348480939865112},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4135698974132538},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.2952350974082947},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.14686593413352966}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/ocit59427.2023.10430938","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ocit59427.2023.10430938","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 OITS International Conference on Information Technology (OCIT)","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":19,"referenced_works":["https://openalex.org/W1677755327","https://openalex.org/W2888856491","https://openalex.org/W2893787565","https://openalex.org/W2904782971","https://openalex.org/W2916869788","https://openalex.org/W2970562883","https://openalex.org/W2975495759","https://openalex.org/W3012167648","https://openalex.org/W3041006163","https://openalex.org/W3047298996","https://openalex.org/W3105107900","https://openalex.org/W3118750161","https://openalex.org/W3145636013","https://openalex.org/W4205138971","https://openalex.org/W4205372997","https://openalex.org/W4225646766","https://openalex.org/W4283267833","https://openalex.org/W4286434272","https://openalex.org/W6785850824"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W4391913857","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W4396696052"],"abstract_inverted_index":{"Anemia":[0,16,28],"like":[1],"blood-borne":[2],"disease":[3],"diagnosis":[4,142],"is":[5,40,84],"a":[6,19,35,45,67,87],"significant":[7],"challenge":[8],"in":[9,34,44,62],"hematology.":[10],"Generally,":[11],"healthcare":[12,136],"workers":[13,137],"diagnose":[14],"the":[15,27,31,81,114,122,143],"type":[17],"using":[18],"Complete":[20],"Blood":[21],"Count":[22],"(CBC)":[23],"report":[24],"but":[25],"finding":[26],"types":[29,57],"and":[30,96,118],"root":[32],"cause":[33,124],"large":[36],"number":[37],"of":[38,58,72,98,106,116,125],"patients":[39,120],"an":[41,104],"exhausting":[42],"task":[43],"resource-constrained":[46],"setup.":[47],"The":[48,129],"existing":[49],"artificial":[50],"intelligence":[51],"models":[52],"used":[53],"to":[54,79,93,138],"classify":[55],"these":[56],"anemia":[59,73,111,127,144],"are":[60],"black-box":[61],"nature.":[63],"This":[64],"paper":[65],"presents":[66],"method":[68],"for":[69,110],"automated":[70],"classification":[71,112],"with":[74,90,146],"explainable":[75],"AI":[76],"(XAIA)":[77],"model-derived-atlas":[78],"unbox":[80],"decision-making.":[82],"XGBClassifier":[83,100],"applied":[85],"on":[86],"collected":[88],"dataset":[89],"SHAP":[91],"value":[92],"get":[94],"interpretability":[95],"causability":[97],"decision.":[99],"model":[101],"had":[102],"reported":[103],"accuracy":[105],"96.95%.":[107],"Integrating":[108],"explainability":[109],"improves":[113],"clarity":[115],"predictions":[117],"helps":[119],"understand":[121],"underlying":[123],"their":[126,147],"problem.":[128],"proposed":[130],"solution":[131],"will":[132],"build":[133],"trust":[134],"among":[135],"accept":[139],"AI-based":[140],"automatic":[141],"diseases":[145],"root-causes.":[148]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":4},{"year":2024,"cited_by_count":1}],"updated_date":"2026-07-15T18:14:33.161393","created_date":"2025-10-10T00:00:00"}
