{"id":"https://openalex.org/W4376057663","doi":"https://doi.org/10.1145/3584202.3584278","title":"AN OVERVIEW OF CHALLENGES IN MEDICAL IMAGE PROCESSING","display_name":"AN OVERVIEW OF CHALLENGES IN MEDICAL IMAGE PROCESSING","publication_year":2022,"publication_date":"2022-12-15","ids":{"openalex":"https://openalex.org/W4376057663","doi":"https://doi.org/10.1145/3584202.3584278"},"language":"en","primary_location":{"id":"doi:10.1145/3584202.3584278","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3584202.3584278","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3584202.3584278","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 6th International Conference on Future Networks &amp; Distributed Systems","raw_type":"proceedings-article"},"type":"conference-paper","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://dl.acm.org/doi/pdf/10.1145/3584202.3584278","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5110973423","display_name":"A. Omar Adil Deheyab","orcid":null},"institutions":[{"id":"https://openalex.org/I277213931","display_name":"Alrafidain University College","ror":"https://ror.org/0204z0d18","country_code":"IQ","type":"education","lineage":["https://openalex.org/I277213931"]}],"countries":["IQ"],"is_corresponding":false,"raw_author_name":"A. Omar Adil Deheyab","raw_affiliation_strings":["Bilad Alrafidain University College, Iraq"],"raw_orcid":"https://orcid.org/0000-0003-4643-4392","affiliations":[{"raw_affiliation_string":"Bilad Alrafidain University College, Iraq","institution_ids":["https://openalex.org/I277213931"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5007897835","display_name":"Mohammed Hasan Alwan","orcid":"https://orcid.org/0000-0003-2263-893X"},"institutions":[{"id":"https://openalex.org/I277213931","display_name":"Alrafidain University College","ror":"https://ror.org/0204z0d18","country_code":"IQ","type":"education","lineage":["https://openalex.org/I277213931"]}],"countries":["IQ"],"is_corresponding":false,"raw_author_name":"Mohammed Hasan Alwan","raw_affiliation_strings":["Bilad Alrafidain University College, Iraq"],"raw_orcid":"https://orcid.org/0000-0003-2263-893X","affiliations":[{"raw_affiliation_string":"Bilad Alrafidain University College, Iraq","institution_ids":["https://openalex.org/I277213931"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5091915725","display_name":"Islam khalid Abdul Rezzaqe","orcid":"https://orcid.org/0009-0006-8081-8823"},"institutions":[{"id":"https://openalex.org/I277213931","display_name":"Alrafidain University College","ror":"https://ror.org/0204z0d18","country_code":"IQ","type":"education","lineage":["https://openalex.org/I277213931"]}],"countries":["IQ"],"is_corresponding":false,"raw_author_name":"Islam khalid Abdul Rezzaqe","raw_affiliation_strings":["Bilad Alrafidain University College, Iraq"],"raw_orcid":"https://orcid.org/0009-0006-8081-8823","affiliations":[{"raw_affiliation_string":"Bilad Alrafidain University College, Iraq","institution_ids":["https://openalex.org/I277213931"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103140983","display_name":"Omar Abdulkareem Mahmood","orcid":"https://orcid.org/0000-0002-7541-3462"},"institutions":[{"id":"https://openalex.org/I78277041","display_name":"University of Diyala","ror":"https://ror.org/01eb5yv70","country_code":"IQ","type":"education","lineage":["https://openalex.org/I78277041"]}],"countries":["IQ"],"is_corresponding":false,"raw_author_name":"Omar Abdulkareem Mahmood","raw_affiliation_strings":["Department of Communications Engineering, University of Diyala, Iraq"],"raw_orcid":"https://orcid.org/0000-0002-7541-3462","affiliations":[{"raw_affiliation_string":"Department of Communications Engineering, University of Diyala, Iraq","institution_ids":["https://openalex.org/I78277041"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5010583812","display_name":"Yousif I. Hammadi","orcid":"https://orcid.org/0000-0002-1360-9005"},"institutions":[{"id":"https://openalex.org/I277213931","display_name":"Alrafidain University College","ror":"https://ror.org/0204z0d18","country_code":"IQ","type":"education","lineage":["https://openalex.org/I277213931"]}],"countries":["IQ"],"is_corresponding":false,"raw_author_name":"Yousif I. Hammadi","raw_affiliation_strings":["Bilad Alrafidain University College, Iraq"],"raw_orcid":"https://orcid.org/0000-0002-1360-9005","affiliations":[{"raw_affiliation_string":"Bilad Alrafidain University College, Iraq","institution_ids":["https://openalex.org/I277213931"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5032031748","display_name":"Ali Noori Kareem","orcid":"https://orcid.org/0000-0003-3615-1583"},"institutions":[{"id":"https://openalex.org/I277213931","display_name":"Alrafidain University College","ror":"https://ror.org/0204z0d18","country_code":"IQ","type":"education","lineage":["https://openalex.org/I277213931"]}],"countries":["IQ"],"is_corresponding":false,"raw_author_name":"Ali Noori Kareem","raw_affiliation_strings":["Bilad Alrafidain University College, Iraq"],"raw_orcid":"https://orcid.org/0000-0003-3615-1583","affiliations":[{"raw_affiliation_string":"Bilad Alrafidain University College, Iraq","institution_ids":["https://openalex.org/I277213931"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5102940372","display_name":"Maha Ibrahim","orcid":"https://orcid.org/0009-0001-7015-3200"},"institutions":[{"id":"https://openalex.org/I55383850","display_name":"Tashkent State University of Economics","ror":"https://ror.org/029t9db68","country_code":"UZ","type":"education","lineage":["https://openalex.org/I55383850"]}],"countries":["UZ"],"is_corresponding":false,"raw_author_name":"Maha Ibrahim","raw_affiliation_strings":["Department of International Business Management, Tashkent State University of Economics, Uzbekistan"],"raw_orcid":"https://orcid.org/0009-0001-7015-3200","affiliations":[{"raw_affiliation_string":"Department of International Business Management, Tashkent State University of Economics, Uzbekistan","institution_ids":["https://openalex.org/I55383850"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":true,"cited_by_count":22,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"511","last_page":"516"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11775","display_name":"COVID-19 diagnosis using AI","score":0.9954000115394592,"subfield":{"id":"https://openalex.org/subfields/2741","display_name":"Radiology, Nuclear Medicine and Imaging"},"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/T11775","display_name":"COVID-19 diagnosis using AI","score":0.9954000115394592,"subfield":{"id":"https://openalex.org/subfields/2741","display_name":"Radiology, Nuclear Medicine and Imaging"},"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/T10862","display_name":"AI in cancer detection","score":0.995199978351593,"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/T12702","display_name":"Brain Tumor Detection and Classification","score":0.9855999946594238,"subfield":{"id":"https://openalex.org/subfields/2808","display_name":"Neurology"},"field":{"id":"https://openalex.org/fields/28","display_name":"Neuroscience"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.713375449180603},{"id":"https://openalex.org/keywords/image-processing","display_name":"Image processing","score":0.7125180959701538},{"id":"https://openalex.org/keywords/medical-imaging","display_name":"Medical imaging","score":0.680928111076355},{"id":"https://openalex.org/keywords/field","display_name":"Field (mathematics)","score":0.6226520538330078},{"id":"https://openalex.org/keywords/digital-image-processing","display_name":"Digital image processing","score":0.6113450527191162},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.5226839780807495},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.4334757626056671},{"id":"https://openalex.org/keywords/health-care","display_name":"Health care","score":0.4200131297111511},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4181545674800873},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.36400800943374634}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.713375449180603},{"id":"https://openalex.org/C9417928","wikidata":"https://www.wikidata.org/wiki/Q1070689","display_name":"Image processing","level":3,"score":0.7125180959701538},{"id":"https://openalex.org/C31601959","wikidata":"https://www.wikidata.org/wiki/Q931309","display_name":"Medical imaging","level":2,"score":0.680928111076355},{"id":"https://openalex.org/C9652623","wikidata":"https://www.wikidata.org/wiki/Q190109","display_name":"Field (mathematics)","level":2,"score":0.6226520538330078},{"id":"https://openalex.org/C104317675","wikidata":"https://www.wikidata.org/wiki/Q1070689","display_name":"Digital image processing","level":4,"score":0.6113450527191162},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.5226839780807495},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.4334757626056671},{"id":"https://openalex.org/C160735492","wikidata":"https://www.wikidata.org/wiki/Q31207","display_name":"Health care","level":2,"score":0.4200131297111511},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4181545674800873},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.36400800943374634},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C50522688","wikidata":"https://www.wikidata.org/wiki/Q189833","display_name":"Economic growth","level":1,"score":0.0},{"id":"https://openalex.org/C202444582","wikidata":"https://www.wikidata.org/wiki/Q837863","display_name":"Pure mathematics","level":1,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3584202.3584278","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3584202.3584278","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3584202.3584278","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 6th International Conference on Future Networks &amp; Distributed Systems","raw_type":"proceedings-article"}],"best_oa_location":{"id":"doi:10.1145/3584202.3584278","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3584202.3584278","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3584202.3584278","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 6th International Conference on Future Networks &amp; Distributed Systems","raw_type":"proceedings-article"},"sustainable_development_goals":[{"display_name":"Reduced inequalities","score":0.7300000190734863,"id":"https://metadata.un.org/sdg/10"}],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4376057663.pdf","grobid_xml":"https://content.openalex.org/works/W4376057663.grobid-xml"},"referenced_works_count":28,"referenced_works":["https://openalex.org/W230130932","https://openalex.org/W1486242743","https://openalex.org/W1539530549","https://openalex.org/W1679763204","https://openalex.org/W1968258381","https://openalex.org/W1972019498","https://openalex.org/W1976128310","https://openalex.org/W2056854508","https://openalex.org/W2069385985","https://openalex.org/W2099400153","https://openalex.org/W2107528096","https://openalex.org/W2133795296","https://openalex.org/W2169359221","https://openalex.org/W2188292956","https://openalex.org/W2223815961","https://openalex.org/W2263140905","https://openalex.org/W2321899123","https://openalex.org/W2385915143","https://openalex.org/W2548468273","https://openalex.org/W2743119337","https://openalex.org/W2890234845","https://openalex.org/W4206402441","https://openalex.org/W4207020460","https://openalex.org/W4234378348","https://openalex.org/W4247086295","https://openalex.org/W4294305479","https://openalex.org/W6676772365","https://openalex.org/W6687171081"],"related_works":["https://openalex.org/W2081985452","https://openalex.org/W1504972346","https://openalex.org/W4386504616","https://openalex.org/W2561491196","https://openalex.org/W1593730969","https://openalex.org/W2356087891","https://openalex.org/W2358437414","https://openalex.org/W2775496002","https://openalex.org/W2959195936","https://openalex.org/W2132007466"],"abstract_inverted_index":{"Computers":[0],"and":[1,22,34,39,59,99,106,111],"various":[2,14,82],"imaging":[3],"technologies":[4],"effectively":[5],"enhanced":[6],"the":[7,18,50,81,116,128],"diagnostic":[8],"procedures":[9],"of":[10,24,62,84,92,122,130],"medical":[11,15,40,46,72,97,100],"imaging,":[12],"where":[13],"images":[16,41,73,98],"enhance":[17],"early":[19],"diagnosis,":[20],"characterizing":[21],"discriminating":[23],"different":[25,93],"health":[26],"problems,":[27],"which":[28],"lead":[29],"to":[30,71,96,114,126],"efficient":[31],"healthcare":[32],"services":[33],"treatments.":[35],"Digital":[36],"image":[37,85,101,123],"processing":[38],"analysis":[42],"can":[43],"significantly":[44],"support":[45],"diagnosis":[47],"by":[48],"providing":[49],"necessary":[51],"tools":[52],"for":[53],"automatic":[54],"detection,":[55],"extracting":[56],"significant":[57,107],"information":[58],"accurate":[60],"measurement":[61],"visible":[63],"abnormalities.":[64],"However,":[65],"there":[66],"are":[67,109],"many":[68],"challenges":[69,77,94,108],"related":[70,95],"as":[74,76],"well":[75],"that":[78],"arise":[79],"during":[80],"stages":[83],"processing.":[86,102],"This":[87],"paper":[88],"provides":[89],"an":[90],"overview":[91,134],"The":[103],"most":[104],"prominent":[105],"identified":[110],"introduced":[112],"not":[113],"discourage":[115],"interested":[117],"researchers":[118],"in":[119],"this":[120],"field":[121],"processing,":[124],"but":[125],"fill":[127],"gap":[129],"missing":[131],"a":[132],"comprehensive":[133],"on":[135],"these":[136],"challenges.":[137]},"counts_by_year":[{"year":2026,"cited_by_count":3},{"year":2025,"cited_by_count":10},{"year":2024,"cited_by_count":8},{"year":2023,"cited_by_count":1}],"updated_date":"2026-07-15T18:14:33.161393","created_date":"2025-10-10T00:00:00"}
