{"id":"https://openalex.org/W4400381818","doi":"https://doi.org/10.1007/s44230-024-00077-z","title":"Application of Histopathology Image Analysis Using Deep Learning Networks","display_name":"Application of Histopathology Image Analysis Using Deep Learning Networks","publication_year":2024,"publication_date":"2024-07-06","ids":{"openalex":"https://openalex.org/W4400381818","doi":"https://doi.org/10.1007/s44230-024-00077-z"},"language":"en","primary_location":{"id":"doi:10.1007/s44230-024-00077-z","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s44230-024-00077-z","pdf_url":"https://link.springer.com/content/pdf/10.1007/s44230-024-00077-z.pdf","source":{"id":"https://openalex.org/S4210207486","display_name":"Human-Centric Intelligent Systems","issn_l":"2667-1336","issn":["2667-1336"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Human-Centric Intelligent Systems","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"diamond","oa_url":"https://link.springer.com/content/pdf/10.1007/s44230-024-00077-z.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5100752190","display_name":"Md. Shamim Hossain","orcid":"https://orcid.org/0000-0001-8250-4875"},"institutions":[{"id":"https://openalex.org/I12079687","display_name":"Edith Cowan University","ror":"https://ror.org/05jhnwe22","country_code":"AU","type":"education","lineage":["https://openalex.org/I12079687"]}],"countries":["AU"],"is_corresponding":true,"raw_author_name":"Md Shamim Hossain","raw_affiliation_strings":["School of Science, Edith Cowan University, Joondalup, Australia","School of Science, Edith Cowan University, Joondalup, 6027, Australia"],"raw_orcid":"https://orcid.org/0000-0001-8250-4875","affiliations":[{"raw_affiliation_string":"School of Science, Edith Cowan University, Joondalup, Australia","institution_ids":["https://openalex.org/I12079687"]},{"raw_affiliation_string":"School of Science, Edith Cowan University, Joondalup, 6027, Australia","institution_ids":["https://openalex.org/I12079687"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5006859539","display_name":"Leisa Armstrong","orcid":"https://orcid.org/0000-0002-9634-016X"},"institutions":[{"id":"https://openalex.org/I12079687","display_name":"Edith Cowan University","ror":"https://ror.org/05jhnwe22","country_code":"AU","type":"education","lineage":["https://openalex.org/I12079687"]}],"countries":["AU"],"is_corresponding":true,"raw_author_name":"Leisa J. Armstrong","raw_affiliation_strings":["School of Science, Edith Cowan University, Joondalup, Australia","School of Science, Edith Cowan University, Joondalup, 6027, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Science, Edith Cowan University, Joondalup, Australia","institution_ids":["https://openalex.org/I12079687"]},{"raw_affiliation_string":"School of Science, Edith Cowan University, Joondalup, 6027, Australia","institution_ids":["https://openalex.org/I12079687"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5054759847","display_name":"David M. Cook","orcid":"https://orcid.org/0000-0002-2264-8719"},"institutions":[{"id":"https://openalex.org/I12079687","display_name":"Edith Cowan University","ror":"https://ror.org/05jhnwe22","country_code":"AU","type":"education","lineage":["https://openalex.org/I12079687"]}],"countries":["AU"],"is_corresponding":true,"raw_author_name":"David M. Cook","raw_affiliation_strings":["School of Science, Edith Cowan University, Joondalup, Australia","School of Science, Edith Cowan University, Joondalup, 6027, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Science, Edith Cowan University, Joondalup, Australia","institution_ids":["https://openalex.org/I12079687"]},{"raw_affiliation_string":"School of Science, Edith Cowan University, Joondalup, 6027, Australia","institution_ids":["https://openalex.org/I12079687"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5005222604","display_name":"Pauline Zaenker","orcid":"https://orcid.org/0000-0002-0807-1968"},"institutions":[{"id":"https://openalex.org/I12079687","display_name":"Edith Cowan University","ror":"https://ror.org/05jhnwe22","country_code":"AU","type":"education","lineage":["https://openalex.org/I12079687"]}],"countries":["AU"],"is_corresponding":true,"raw_author_name":"Pauline Zaenker","raw_affiliation_strings":["School of Medical and Health Science, Edith Cowan University, Joondalup, Australia","School of Medical and Health Science, Edith Cowan University, Joondalup, WA, 6027, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Medical and Health Science, Edith Cowan University, Joondalup, Australia","institution_ids":["https://openalex.org/I12079687"]},{"raw_affiliation_string":"School of Medical and Health Science, Edith Cowan University, Joondalup, WA, 6027, Australia","institution_ids":["https://openalex.org/I12079687"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5005222604","https://openalex.org/A5006859539","https://openalex.org/A5054759847","https://openalex.org/A5100752190"],"corresponding_institution_ids":["https://openalex.org/I12079687"],"apc_list":null,"apc_paid":null,"fwci":2.6348,"has_fulltext":true,"cited_by_count":11,"citation_normalized_percentile":{"value":0.90740965,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":"4","issue":"3","first_page":"417","last_page":"436"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10862","display_name":"AI in cancer detection","score":0.9998999834060669,"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"}},"topics":[{"id":"https://openalex.org/T10862","display_name":"AI in cancer detection","score":0.9998999834060669,"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/T12422","display_name":"Radiomics and Machine Learning in Medical Imaging","score":0.9955999851226807,"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/T12874","display_name":"Digital Imaging for Blood Diseases","score":0.9775000214576721,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/workflow","display_name":"Workflow","score":0.8196182250976562},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.718075692653656},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.7012413740158081},{"id":"https://openalex.org/keywords/segmentation","display_name":"Segmentation","score":0.698954701423645},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.6579838991165161},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.5349131226539612},{"id":"https://openalex.org/keywords/synthetic-data","display_name":"Synthetic data","score":0.5040942430496216},{"id":"https://openalex.org/keywords/market-segmentation","display_name":"Market segmentation","score":0.4903743267059326},{"id":"https://openalex.org/keywords/digital-pathology","display_name":"Digital pathology","score":0.48966720700263977},{"id":"https://openalex.org/keywords/image-segmentation","display_name":"Image segmentation","score":0.43865203857421875},{"id":"https://openalex.org/keywords/image-processing","display_name":"Image processing","score":0.4381181001663208},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.37854233384132385},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.33613845705986023},{"id":"https://openalex.org/keywords/database","display_name":"Database","score":0.09830182790756226}],"concepts":[{"id":"https://openalex.org/C177212765","wikidata":"https://www.wikidata.org/wiki/Q627335","display_name":"Workflow","level":2,"score":0.8196182250976562},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.718075692653656},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.7012413740158081},{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.698954701423645},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.6579838991165161},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.5349131226539612},{"id":"https://openalex.org/C160920958","wikidata":"https://www.wikidata.org/wiki/Q7662746","display_name":"Synthetic data","level":2,"score":0.5040942430496216},{"id":"https://openalex.org/C125308379","wikidata":"https://www.wikidata.org/wiki/Q363057","display_name":"Market segmentation","level":2,"score":0.4903743267059326},{"id":"https://openalex.org/C2777522853","wikidata":"https://www.wikidata.org/wiki/Q5276128","display_name":"Digital pathology","level":2,"score":0.48966720700263977},{"id":"https://openalex.org/C124504099","wikidata":"https://www.wikidata.org/wiki/Q56933","display_name":"Image segmentation","level":3,"score":0.43865203857421875},{"id":"https://openalex.org/C9417928","wikidata":"https://www.wikidata.org/wiki/Q1070689","display_name":"Image processing","level":3,"score":0.4381181001663208},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.37854233384132385},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.33613845705986023},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.09830182790756226},{"id":"https://openalex.org/C162853370","wikidata":"https://www.wikidata.org/wiki/Q39809","display_name":"Marketing","level":1,"score":0.0},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1007/s44230-024-00077-z","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s44230-024-00077-z","pdf_url":"https://link.springer.com/content/pdf/10.1007/s44230-024-00077-z.pdf","source":{"id":"https://openalex.org/S4210207486","display_name":"Human-Centric Intelligent Systems","issn_l":"2667-1336","issn":["2667-1336"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Human-Centric Intelligent Systems","raw_type":"journal-article"},{"id":"pmh:oai:ro.ecu.edu.au:ecuworks2022-2026-6579","is_oa":true,"landing_page_url":"https://ro.ecu.edu.au/ecuworks2022-2026/5578","pdf_url":null,"source":{"id":"https://openalex.org/S2765015692","display_name":"Australasian Journal of Paramedicine","issn_l":"2202-7270","issn":["2202-7270"],"is_oa":true,"is_in_doaj":false,"is_core":true,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Research outputs 2022 to 2026","raw_type":"text"},{"id":"pmh:oai:doaj.org/article:a38357d3ddb9431a8dd8eaa0ace7da4a","is_oa":true,"landing_page_url":"https://doaj.org/article/a38357d3ddb9431a8dd8eaa0ace7da4a","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Human-Centric Intelligent Systems, Vol 4, Iss 3, Pp 417-436 (2024)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1007/s44230-024-00077-z","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s44230-024-00077-z","pdf_url":"https://link.springer.com/content/pdf/10.1007/s44230-024-00077-z.pdf","source":{"id":"https://openalex.org/S4210207486","display_name":"Human-Centric Intelligent Systems","issn_l":"2667-1336","issn":["2667-1336"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Human-Centric Intelligent Systems","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4400381818.pdf","grobid_xml":"https://content.openalex.org/works/W4400381818.grobid-xml"},"referenced_works_count":56,"referenced_works":["https://openalex.org/W2047422818","https://openalex.org/W2134560790","https://openalex.org/W2280351290","https://openalex.org/W2590586286","https://openalex.org/W2735070477","https://openalex.org/W2752782242","https://openalex.org/W2884654146","https://openalex.org/W2890587981","https://openalex.org/W2954669050","https://openalex.org/W2962793481","https://openalex.org/W2963150697","https://openalex.org/W2963351448","https://openalex.org/W2979688198","https://openalex.org/W2987855243","https://openalex.org/W2990426974","https://openalex.org/W2993731782","https://openalex.org/W3000726258","https://openalex.org/W3016807921","https://openalex.org/W3017774855","https://openalex.org/W3047957179","https://openalex.org/W3075287024","https://openalex.org/W3084493749","https://openalex.org/W3094425138","https://openalex.org/W3109000640","https://openalex.org/W3119395232","https://openalex.org/W3124863294","https://openalex.org/W3127696710","https://openalex.org/W3127745304","https://openalex.org/W3131021614","https://openalex.org/W3134114476","https://openalex.org/W3135096391","https://openalex.org/W3139193526","https://openalex.org/W3153296565","https://openalex.org/W3159125378","https://openalex.org/W3164055874","https://openalex.org/W3169631754","https://openalex.org/W3208558246","https://openalex.org/W3210404356","https://openalex.org/W3216155990","https://openalex.org/W3216196611","https://openalex.org/W4200381610","https://openalex.org/W4205428558","https://openalex.org/W4205765055","https://openalex.org/W4206174637","https://openalex.org/W4214547251","https://openalex.org/W4214753034","https://openalex.org/W4220815848","https://openalex.org/W4221008486","https://openalex.org/W4281487292","https://openalex.org/W4308937272","https://openalex.org/W4310170681","https://openalex.org/W4311776816","https://openalex.org/W4319216049","https://openalex.org/W4383498354","https://openalex.org/W4384407607","https://openalex.org/W4393578515"],"related_works":["https://openalex.org/W1981780420","https://openalex.org/W2182707996","https://openalex.org/W45233828","https://openalex.org/W2964988449","https://openalex.org/W2397952901","https://openalex.org/W4317866621","https://openalex.org/W2553136576","https://openalex.org/W2554159640","https://openalex.org/W4391166748","https://openalex.org/W3162476954"],"abstract_inverted_index":{"Abstract":[0],"As":[1],"the":[2,50,67,101,113,150,160,164,186,190,199,216,229,240],"rise":[3],"in":[4,62,106,143,235,246],"cancer":[5,36,57],"cases,":[6],"there":[7],"is":[8,47,97],"an":[9,72,155],"increasing":[10],"demand":[11],"to":[12,25,32,100,176,238],"develop":[13,33],"accurate":[14],"and":[15,69,118,169,180],"rapid":[16],"diagnostic":[17],"tools":[18],"for":[19,134],"early":[20],"intervention.":[21],"Pathologists":[22],"are":[23,112],"looking":[24],"augment":[26],"manual":[27,45],"analysis":[28],"with":[29],"computer-based":[30],"evaluation":[31,46],"more":[34],"efficient":[35],"diagnostics":[37],"reports.":[38],"The":[39,83,109,138,167,182,206],"processing":[40],"of":[41,71,88,103,115,172,185,219,231,242],"these":[42],"reports":[43],"from":[44],"time-consuming,":[48],"where":[49,215],"pathologists":[51],"focus":[52],"on":[53,79,129],"accurately":[54],"segmenting":[55],"individual":[56,151,165,211],"cells,":[58],"a":[59,86,130,144,236],"vital":[60],"step":[61],"analysis.":[63],"This":[64,225],"paper":[65],"describes":[66],"design":[68],"validation":[70],"application":[73,84,208],"which":[74,96,195],"has":[75,125],"been":[76,126],"developed":[77,207],"based":[78,128],"deep":[80,247],"learning":[81],"networks.":[82,248],"includes":[85],"workflow":[87],"image":[89,94,136],"pre-processing":[90],"followed":[91],"by":[92,189,202],"synthetic":[93,135,139,173,191,233],"generation,":[95],"crucial":[98],"due":[99],"lack":[102],"training":[104],"data":[105,192],"pathology":[107],"settings.":[108],"next":[110],"steps":[111],"segmentation":[114,213],"nuclei":[116,120,161,212],"regions":[117],"overlapping":[119],"splitting.":[121],"An":[122],"improved":[123],"approach":[124],"considered":[127],"cycle-consistent":[131],"GAN":[132],"network":[133,187,200],"generation.":[137],"images":[140,174,204,222,234,245],"were":[141,178],"utilized":[142],"modified":[145],"U-net":[146],"network.":[147],"Accurately":[148],"outlining":[149],"nucleus":[152],"border":[153],"assisted":[154],"automated":[156],"system":[157],"that":[158],"split":[159],"cluster":[162],"into":[163],"nucleus.":[166],"SSIM":[168],"PSNR":[170],"values":[171],"corresponding":[175],"original":[177,203],"0.204":[179],"10.610.":[181],"DSC":[183],"value":[184],"trained":[188,201],"was":[193,196,223],"0.984":[194],"higher":[197,226],"than":[198],"(0.805).":[205],"provided":[209],"better":[210],"performance,":[214],"average":[217],"accuracy":[218,227],"different":[220],"group":[221],"0.97.":[224],"suggests":[228],"benefit":[230],"using":[232],"situation":[237],"avoid":[239],"scarcity":[241],"labeled":[243],"histopathology":[244]},"counts_by_year":[{"year":2026,"cited_by_count":5},{"year":2025,"cited_by_count":5},{"year":2024,"cited_by_count":1}],"updated_date":"2026-08-01T09:00:35.917206","created_date":"2025-10-10T00:00:00"}
