{"id":"https://openalex.org/W4403290929","doi":"https://doi.org/10.1007/s10462-024-10966-1","title":"A systematic literature review on pancreas segmentation from traditional to non-supervised techniques in abdominal medical images","display_name":"A systematic literature review on pancreas segmentation from traditional to non-supervised techniques in abdominal medical images","publication_year":2024,"publication_date":"2024-10-10","ids":{"openalex":"https://openalex.org/W4403290929","doi":"https://doi.org/10.1007/s10462-024-10966-1"},"language":"en","primary_location":{"id":"doi:10.1007/s10462-024-10966-1","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s10462-024-10966-1","pdf_url":"https://link.springer.com/content/pdf/10.1007/s10462-024-10966-1.pdf","source":{"id":"https://openalex.org/S122814990","display_name":"Artificial Intelligence Review","issn_l":"0269-2821","issn":["0269-2821","1573-7462"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Artificial Intelligence Review","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://link.springer.com/content/pdf/10.1007/s10462-024-10966-1.pdf","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5102335980","display_name":"Suchi Jain","orcid":null},"institutions":[{"id":"https://openalex.org/I70971781","display_name":"Dr. B. R. Ambedkar National Institute of Technology Jalandhar","ror":"https://ror.org/03xt0bg88","country_code":"IN","type":"education","lineage":["https://openalex.org/I70971781"]}],"countries":["IN"],"is_corresponding":true,"raw_author_name":"Suchi Jain","raw_affiliation_strings":["Computer Science and Engineering, Dr. B.R. Ambedkar National Institute of Technology, Jalandhar, Punjab, 144008, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Computer Science and Engineering, Dr. B.R. Ambedkar National Institute of Technology, Jalandhar, Punjab, 144008, India","institution_ids":["https://openalex.org/I70971781"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5077283062","display_name":"Geeta Sikka","orcid":"https://orcid.org/0000-0003-4795-1842"},"institutions":[{"id":"https://openalex.org/I44635919","display_name":"National Institute of Technology Delhi","ror":"https://ror.org/032twef21","country_code":"IN","type":"education","lineage":["https://openalex.org/I4210152752","https://openalex.org/I44635919"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Geeta Sikka","raw_affiliation_strings":["Computer Science and Engineering, National Institute of Technology, Delhi, 110036, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Computer Science and Engineering, National Institute of Technology, Delhi, 110036, India","institution_ids":["https://openalex.org/I44635919"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5111969079","display_name":"Renu Dhir","orcid":null},"institutions":[{"id":"https://openalex.org/I70971781","display_name":"Dr. B. R. Ambedkar National Institute of Technology Jalandhar","ror":"https://ror.org/03xt0bg88","country_code":"IN","type":"education","lineage":["https://openalex.org/I70971781"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Renu Dhir","raw_affiliation_strings":["Computer Science and Engineering, Dr. B.R. Ambedkar National Institute of Technology, Jalandhar, Punjab, 144008, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Computer Science and Engineering, Dr. B.R. Ambedkar National Institute of Technology, Jalandhar, Punjab, 144008, India","institution_ids":["https://openalex.org/I70971781"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5102335980"],"corresponding_institution_ids":["https://openalex.org/I70971781"],"apc_list":{"value":2490,"currency":"EUR","value_usd":3090},"apc_paid":{"value":2490,"currency":"EUR","value_usd":3090},"fwci":5.8234,"has_fulltext":true,"cited_by_count":16,"citation_normalized_percentile":{"value":0.96681425,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":100},"biblio":{"volume":"57","issue":"12","first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11775","display_name":"COVID-19 diagnosis using AI","score":0.9934999942779541,"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":0.9934999942779541,"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/T10052","display_name":"Medical Image Segmentation Techniques","score":0.9613999724388123,"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/T10862","display_name":"AI in cancer detection","score":0.9569000005722046,"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":0.7254623174667358},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5239008665084839},{"id":"https://openalex.org/keywords/segmentation","display_name":"Segmentation","score":0.48731788992881775}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7254623174667358},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5239008665084839},{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.48731788992881775}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s10462-024-10966-1","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s10462-024-10966-1","pdf_url":"https://link.springer.com/content/pdf/10.1007/s10462-024-10966-1.pdf","source":{"id":"https://openalex.org/S122814990","display_name":"Artificial Intelligence Review","issn_l":"0269-2821","issn":["0269-2821","1573-7462"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Artificial Intelligence Review","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.1007/s10462-024-10966-1","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s10462-024-10966-1","pdf_url":"https://link.springer.com/content/pdf/10.1007/s10462-024-10966-1.pdf","source":{"id":"https://openalex.org/S122814990","display_name":"Artificial Intelligence Review","issn_l":"0269-2821","issn":["0269-2821","1573-7462"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Artificial Intelligence Review","raw_type":"journal-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/2","display_name":"Zero hunger","score":0.5400000214576721}],"awards":[],"funders":[{"id":"https://openalex.org/F4320330905","display_name":"Dr B R Ambedkar National Institute of Technology Jalandhar","ror":"https://ror.org/03xt0bg88"}],"has_content":{"pdf":true,"grobid_xml":false},"content_urls":{"pdf":"https://content.openalex.org/works/W4403290929.pdf"},"referenced_works_count":150,"referenced_works":["https://openalex.org/W8258973","https://openalex.org/W38089536","https://openalex.org/W62526948","https://openalex.org/W154984693","https://openalex.org/W191916141","https://openalex.org/W377632744","https://openalex.org/W855272188","https://openalex.org/W1494621122","https://openalex.org/W1507992710","https://openalex.org/W1544547617","https://openalex.org/W1559108977","https://openalex.org/W1680164276","https://openalex.org/W1901606657","https://openalex.org/W2000585255","https://openalex.org/W2009467975","https://openalex.org/W2016991777","https://openalex.org/W2083927153","https://openalex.org/W2095098995","https://openalex.org/W2114887628","https://openalex.org/W2133667676","https://openalex.org/W2153431772","https://openalex.org/W2169813116","https://openalex.org/W2193350392","https://openalex.org/W2469107318","https://openalex.org/W2489612134","https://openalex.org/W2493418695","https://openalex.org/W2525029552","https://openalex.org/W2546807699","https://openalex.org/W2585890928","https://openalex.org/W2592393664","https://openalex.org/W2598166618","https://openalex.org/W2601258016","https://openalex.org/W2618237340","https://openalex.org/W2619506487","https://openalex.org/W2738088905","https://openalex.org/W2756228940","https://openalex.org/W2771252144","https://openalex.org/W2791680898","https://openalex.org/W2792124446","https://openalex.org/W2792641367","https://openalex.org/W2799142782","https://openalex.org/W2799597343","https://openalex.org/W2805957987","https://openalex.org/W2807447431","https://openalex.org/W2810085040","https://openalex.org/W2886667086","https://openalex.org/W2890527614","https://openalex.org/W2891991807","https://openalex.org/W2913629396","https://openalex.org/W2914957207","https://openalex.org/W2921629474","https://openalex.org/W2928251064","https://openalex.org/W2936801852","https://openalex.org/W2937249109","https://openalex.org/W2946217929","https://openalex.org/W2953570019","https://openalex.org/W2964950992","https://openalex.org/W2979850397","https://openalex.org/W2980089822","https://openalex.org/W2982043723","https://openalex.org/W2982440944","https://openalex.org/W2986445973","https://openalex.org/W2994879149","https://openalex.org/W2995449669","https://openalex.org/W2995831461","https://openalex.org/W2996408713","https://openalex.org/W3002095852","https://openalex.org/W3002943723","https://openalex.org/W3004447828","https://openalex.org/W3008652188","https://openalex.org/W3018985458","https://openalex.org/W3020302426","https://openalex.org/W3024821730","https://openalex.org/W3026449616","https://openalex.org/W3034161089","https://openalex.org/W3035367255","https://openalex.org/W3037260676","https://openalex.org/W3047439539","https://openalex.org/W3083376486","https://openalex.org/W3085882733","https://openalex.org/W3089956661","https://openalex.org/W3092540957","https://openalex.org/W3094423368","https://openalex.org/W3094669061","https://openalex.org/W3095207884","https://openalex.org/W3101333263","https://openalex.org/W3103014197","https://openalex.org/W3104390926","https://openalex.org/W3106189404","https://openalex.org/W3108860939","https://openalex.org/W3109852921","https://openalex.org/W3112256294","https://openalex.org/W3124370379","https://openalex.org/W3127107873","https://openalex.org/W3127539484","https://openalex.org/W3134572832","https://openalex.org/W3135084489","https://openalex.org/W3158574787","https://openalex.org/W3162595961","https://openalex.org/W3163925244","https://openalex.org/W3166117684","https://openalex.org/W3172681723","https://openalex.org/W3176031707","https://openalex.org/W3181882949","https://openalex.org/W3186311130","https://openalex.org/W3194662286","https://openalex.org/W3197217317","https://openalex.org/W3200869553","https://openalex.org/W3202868380","https://openalex.org/W3204255355","https://openalex.org/W3205354821","https://openalex.org/W3205875138","https://openalex.org/W3206985657","https://openalex.org/W3209182117","https://openalex.org/W3212933375","https://openalex.org/W3213423281","https://openalex.org/W3215620538","https://openalex.org/W3216078403","https://openalex.org/W4200181481","https://openalex.org/W4200421860","https://openalex.org/W4205988081","https://openalex.org/W4206223255","https://openalex.org/W4206794324","https://openalex.org/W4207032598","https://openalex.org/W4212875960","https://openalex.org/W4214555841","https://openalex.org/W4214598955","https://openalex.org/W4220708658","https://openalex.org/W4224440658","https://openalex.org/W4224991227","https://openalex.org/W4225016626","https://openalex.org/W4280611096","https://openalex.org/W4282935002","https://openalex.org/W4285040393","https://openalex.org/W4285588696","https://openalex.org/W4293812425","https://openalex.org/W4294156889","https://openalex.org/W4294362899","https://openalex.org/W4296292856","https://openalex.org/W4296437736","https://openalex.org/W4297094423","https://openalex.org/W4297829696","https://openalex.org/W4298006986","https://openalex.org/W4308746318","https://openalex.org/W4312428231","https://openalex.org/W4378571658","https://openalex.org/W4390144176","https://openalex.org/W4396732274","https://openalex.org/W4399010166","https://openalex.org/W6603112649"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W4396696052","https://openalex.org/W4402327032","https://openalex.org/W2382290278"],"abstract_inverted_index":{"Abdominal":[0],"organs":[1],"play":[2],"a":[3,58,150],"significant":[4],"role":[5],"in":[6,13,48,65,188],"regulating":[7],"various":[8,50,102,111,222,227],"functional":[9],"systems.":[10],"Any":[11],"impairment":[12],"its":[14,71],"functioning":[15],"can":[16],"lead":[17],"to":[18,33,45,61,118,157,161,180],"cancerous":[19],"diseases.":[20],"Diagnosing":[21],"these":[22],"diseases":[23],"mainly":[24],"relies":[25],"on":[26,171,212,241],"radiologists\u2019":[27],"subjective":[28],"assessment,":[29],"which":[30],"varies":[31],"according":[32],"professional":[34],"abilities":[35],"and":[36,83,86,98,108,114,123,143,192,214,218,233],"clinical":[37],"experience.":[38],"Computer-Aided":[39],"Diagnosis":[40],"(CAD)":[41],"system":[42,64],"is":[43,57,76,89,132,186,200],"designed":[44],"assist":[46],"clinicians":[47],"identifying":[49],"pathological":[51],"changes.":[52],"Hence,":[53],"automatic":[54,215],"pancreas":[55,115,219],"segmentation":[56,75,116,217,238],"vital":[59],"input":[60],"the":[62,66,110,120,127,136,140,154,159,162,183,193,197,226,230,234],"CAD":[63],"diagnosis":[67],"of":[68,174,190,196,237],"cancer":[69],"at":[70],"early":[72],"stages.":[73],"Automatic":[74],"achieved":[77,90,133],"through":[78,91,153],"traditional":[79],"methods":[80,239],"like":[81,95],"atlas-based":[82],"statistical":[84],"models,":[85],"nowadays,":[87],"it":[88],"artificial":[92],"intelligence":[93],"approaches":[94,117],"machine":[96],"learning":[97,100,223],"deep":[99],"using":[101,139,149,221],"imaging":[103],"modalities.":[104],"This":[105],"study":[106,199],"investigates":[107],"analyses":[109],"state-of-the-art":[112],"multi-organ":[113,216],"identify":[119],"research":[121,128,137,147,231],"gaps":[122,232],"future":[124,235],"perspectives":[125,236],"for":[126],"community.":[129],"The":[130,165],"objective":[131],"by":[134],"framing":[135],"questions":[138],"PICOC":[141],"framework":[142],"then":[144],"selecting":[145],"140":[146],"articles":[148],"systematic":[151],"process":[152],"Covidence":[155],"tool":[156],"conclude":[158],"answers":[160],"respective":[163],"questions.":[164],"literature":[166,184],"search":[167],"has":[168],"been":[169],"conducted":[170],"five":[172],"databases":[173],"original":[175],"studies":[176,208],"published":[177,242],"from":[178],"2003":[179],"2023.":[181],"Initially,":[182],"analysis":[185,195],"presented":[187,201],"terms":[189],"publication,":[191],"comparative":[194],"current":[198],"with":[202],"existing":[203,207],"review":[204],"studies.":[205],"Then,":[206],"are":[209,244],"analyzed,":[210],"focusing":[211],"semi-automatic":[213],"segmentation,":[220],"methods.":[224],"Finally,":[225],"critical":[228],"issues,":[229],"based":[240],"evidence":[243],"summarized.":[245]},"counts_by_year":[{"year":2026,"cited_by_count":5},{"year":2025,"cited_by_count":10},{"year":2024,"cited_by_count":1}],"updated_date":"2026-06-13T06:13:01.061226","created_date":"2025-10-10T00:00:00"}