{"id":"https://openalex.org/W4323309632","doi":"https://doi.org/10.1007/s12530-023-09491-3","title":"A survey on recent trends in deep learning for nucleus segmentation from histopathology images","display_name":"A survey on recent trends in deep learning for nucleus segmentation from histopathology images","publication_year":2023,"publication_date":"2023-03-06","ids":{"openalex":"https://openalex.org/W4323309632","doi":"https://doi.org/10.1007/s12530-023-09491-3","pmid":"https://pubmed.ncbi.nlm.nih.gov/38625364"},"language":"en","primary_location":{"id":"doi:10.1007/s12530-023-09491-3","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s12530-023-09491-3","pdf_url":"https://link.springer.com/content/pdf/10.1007/s12530-023-09491-3.pdf","source":{"id":"https://openalex.org/S202254422","display_name":"Evolving Systems","issn_l":"1868-6478","issn":["1868-6478","1868-6486"],"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":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Evolving Systems","raw_type":"journal-article"},"type":"review","indexed_in":["crossref","pubmed"],"open_access":{"is_oa":true,"oa_status":"bronze","oa_url":"https://link.springer.com/content/pdf/10.1007/s12530-023-09491-3.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5015768263","display_name":"Anusua Basu","orcid":null},"institutions":[{"id":"https://openalex.org/I251397004","display_name":"Midnapore Medical College and Hospital","ror":"https://ror.org/03p37kd86","country_code":"IN","type":"education","lineage":["https://openalex.org/I251397004"]}],"countries":["IN"],"is_corresponding":true,"raw_author_name":"Anusua Basu","raw_affiliation_strings":["Department of Computer Science and Application, Midnapore College (Autonomous), Paschim Medinipur, Midnapore, West Bengal India","Department of Computer Science and Application, Midnapore College (Autonomous), Paschim Medinipur, Midnapore, West Bengal, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Application, Midnapore College (Autonomous), Paschim Medinipur, Midnapore, West Bengal India","institution_ids":["https://openalex.org/I251397004"]},{"raw_affiliation_string":"Department of Computer Science and Application, Midnapore College (Autonomous), Paschim Medinipur, Midnapore, West Bengal, India","institution_ids":["https://openalex.org/I251397004"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5072949239","display_name":"Pradip Senapati","orcid":null},"institutions":[{"id":"https://openalex.org/I251397004","display_name":"Midnapore Medical College and Hospital","ror":"https://ror.org/03p37kd86","country_code":"IN","type":"education","lineage":["https://openalex.org/I251397004"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Pradip Senapati","raw_affiliation_strings":["Department of Computer Science and Application, Midnapore College (Autonomous), Paschim Medinipur, Midnapore, West Bengal India","Department of Computer Science and Application, Midnapore College (Autonomous), Paschim Medinipur, Midnapore, West Bengal, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Application, Midnapore College (Autonomous), Paschim Medinipur, Midnapore, West Bengal India","institution_ids":["https://openalex.org/I251397004"]},{"raw_affiliation_string":"Department of Computer Science and Application, Midnapore College (Autonomous), Paschim Medinipur, Midnapore, West Bengal, India","institution_ids":["https://openalex.org/I251397004"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5088883979","display_name":"Mainak Deb","orcid":null},"institutions":[{"id":"https://openalex.org/I4210090636","display_name":"Wipro (India)","ror":"https://ror.org/001ccf545","country_code":"IN","type":"company","lineage":["https://openalex.org/I4210090636"]},{"id":"https://openalex.org/I882086362","display_name":"Wipro (Singapore)","ror":"https://ror.org/01hbz8t53","country_code":"SG","type":"company","lineage":["https://openalex.org/I4210090636","https://openalex.org/I882086362"]}],"countries":["IN","SG"],"is_corresponding":false,"raw_author_name":"Mainak Deb","raw_affiliation_strings":["Wipro Technologies, Pune, Maharashtra India","Wipro Technologies, Pune, Maharashtra, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Wipro Technologies, Pune, Maharashtra India","institution_ids":["https://openalex.org/I4210090636","https://openalex.org/I882086362"]},{"raw_affiliation_string":"Wipro Technologies, Pune, Maharashtra, India","institution_ids":["https://openalex.org/I4210090636"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5085544953","display_name":"Rebika Rai","orcid":"https://orcid.org/0000-0003-2298-1025"},"institutions":[{"id":"https://openalex.org/I43475992","display_name":"Sikkim University","ror":"https://ror.org/00wa05t61","country_code":"IN","type":"education","lineage":["https://openalex.org/I43475992"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Rebika Rai","raw_affiliation_strings":["Department of Computer Applications, Sikkim University, Sikkim, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Applications, Sikkim University, Sikkim, India","institution_ids":["https://openalex.org/I43475992"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5036853120","display_name":"Krishna Gopal Dhal","orcid":"https://orcid.org/0000-0002-6748-0569"},"institutions":[{"id":"https://openalex.org/I251397004","display_name":"Midnapore Medical College and Hospital","ror":"https://ror.org/03p37kd86","country_code":"IN","type":"education","lineage":["https://openalex.org/I251397004"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Krishna Gopal Dhal","raw_affiliation_strings":["Department of Computer Science and Application, Midnapore College (Autonomous), Paschim Medinipur, Midnapore, West Bengal India","Department of Computer Science and Application, Midnapore College (Autonomous), Paschim Medinipur, Midnapore, West Bengal, India"],"raw_orcid":"https://orcid.org/0000-0002-6748-0569","affiliations":[{"raw_affiliation_string":"Department of Computer Science and Application, Midnapore College (Autonomous), Paschim Medinipur, Midnapore, West Bengal India","institution_ids":["https://openalex.org/I251397004"]},{"raw_affiliation_string":"Department of Computer Science and Application, Midnapore College (Autonomous), Paschim Medinipur, Midnapore, West Bengal, India","institution_ids":["https://openalex.org/I251397004"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5015768263"],"corresponding_institution_ids":["https://openalex.org/I251397004"],"apc_list":{"value":2590,"currency":"EUR","value_usd":3190},"apc_paid":null,"fwci":12.279,"has_fulltext":true,"cited_by_count":75,"citation_normalized_percentile":{"value":0.99033406,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":99,"max":100},"biblio":{"volume":"15","issue":"1","first_page":"203","last_page":"248"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10862","display_name":"AI in cancer detection","score":0.9995999932289124,"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":0.9995999932289124,"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":0.9926000237464905,"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":0.9876000285148621,"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/segmentation","display_name":"Segmentation","score":0.815557599067688},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6668244004249573},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.6630057096481323},{"id":"https://openalex.org/keywords/nucleus","display_name":"Nucleus","score":0.6620229482650757},{"id":"https://openalex.org/keywords/grading","display_name":"Grading (engineering)","score":0.60837322473526},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6024266481399536},{"id":"https://openalex.org/keywords/market-segmentation","display_name":"Market segmentation","score":0.4844503402709961},{"id":"https://openalex.org/keywords/field","display_name":"Field (mathematics)","score":0.47015380859375},{"id":"https://openalex.org/keywords/image-segmentation","display_name":"Image segmentation","score":0.4650358557701111},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.3927650451660156},{"id":"https://openalex.org/keywords/neuroscience","display_name":"Neuroscience","score":0.12559360265731812},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.1018480658531189},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.09229400753974915}],"concepts":[{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.815557599067688},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6668244004249573},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.6630057096481323},{"id":"https://openalex.org/C2780723820","wikidata":"https://www.wikidata.org/wiki/Q1934178","display_name":"Nucleus","level":2,"score":0.6620229482650757},{"id":"https://openalex.org/C2777286243","wikidata":"https://www.wikidata.org/wiki/Q5591926","display_name":"Grading (engineering)","level":2,"score":0.60837322473526},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6024266481399536},{"id":"https://openalex.org/C125308379","wikidata":"https://www.wikidata.org/wiki/Q363057","display_name":"Market segmentation","level":2,"score":0.4844503402709961},{"id":"https://openalex.org/C9652623","wikidata":"https://www.wikidata.org/wiki/Q190109","display_name":"Field (mathematics)","level":2,"score":0.47015380859375},{"id":"https://openalex.org/C124504099","wikidata":"https://www.wikidata.org/wiki/Q56933","display_name":"Image segmentation","level":3,"score":0.4650358557701111},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3927650451660156},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.12559360265731812},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.1018480658531189},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.09229400753974915},{"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},{"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/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1007/s12530-023-09491-3","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s12530-023-09491-3","pdf_url":"https://link.springer.com/content/pdf/10.1007/s12530-023-09491-3.pdf","source":{"id":"https://openalex.org/S202254422","display_name":"Evolving Systems","issn_l":"1868-6478","issn":["1868-6478","1868-6486"],"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":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Evolving Systems","raw_type":"journal-article"},{"id":"pmid:38625364","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/38625364","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Evolving systems","raw_type":null},{"id":"pmh:oai:pubmedcentral.nih.gov:9987406","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/9987406","pdf_url":"https://pmc.ncbi.nlm.nih.gov/articles/PMC9987406/pdf/12530_2023_Article_9491.pdf","source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Evolving Systems","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.1007/s12530-023-09491-3","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s12530-023-09491-3","pdf_url":"https://link.springer.com/content/pdf/10.1007/s12530-023-09491-3.pdf","source":{"id":"https://openalex.org/S202254422","display_name":"Evolving Systems","issn_l":"1868-6478","issn":["1868-6478","1868-6486"],"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":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Evolving Systems","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4323309632.pdf"},"referenced_works_count":154,"referenced_works":["https://openalex.org/W173931755","https://openalex.org/W1641498739","https://openalex.org/W1861492603","https://openalex.org/W1898703532","https://openalex.org/W1901129140","https://openalex.org/W1969013163","https://openalex.org/W1972956034","https://openalex.org/W1986649315","https://openalex.org/W1994062553","https://openalex.org/W2008359794","https://openalex.org/W2010382953","https://openalex.org/W2019062120","https://openalex.org/W2024355574","https://openalex.org/W2042665609","https://openalex.org/W2051765910","https://openalex.org/W2062177968","https://openalex.org/W2072776949","https://openalex.org/W2084850995","https://openalex.org/W2105201875","https://openalex.org/W2108598243","https://openalex.org/W2118217749","https://openalex.org/W2125186487","https://openalex.org/W2126516766","https://openalex.org/W2137788460","https://openalex.org/W2148309496","https://openalex.org/W2150160562","https://openalex.org/W2175951243","https://openalex.org/W2216754497","https://openalex.org/W2295309472","https://openalex.org/W2295427965","https://openalex.org/W2312404985","https://openalex.org/W2329659234","https://openalex.org/W2343160907","https://openalex.org/W2344480160","https://openalex.org/W2346062110","https://openalex.org/W2395332476","https://openalex.org/W2412782625","https://openalex.org/W2504150216","https://openalex.org/W2560491685","https://openalex.org/W2563780449","https://openalex.org/W2585890928","https://openalex.org/W2586952804","https://openalex.org/W2592905743","https://openalex.org/W2600966010","https://openalex.org/W2618530766","https://openalex.org/W2693096534","https://openalex.org/W2745140072","https://openalex.org/W2750023899","https://openalex.org/W2777186991","https://openalex.org/W2784585421","https://openalex.org/W2794825826","https://openalex.org/W2810835704","https://openalex.org/W2884436604","https://openalex.org/W2884585870","https://openalex.org/W2885343725","https://openalex.org/W2886631828","https://openalex.org/W2889685514","https://openalex.org/W2890567626","https://openalex.org/W2892046320","https://openalex.org/W2910452544","https://openalex.org/W2913510405","https://openalex.org/W2914010220","https://openalex.org/W2914272101","https://openalex.org/W2914568698","https://openalex.org/W2919888721","https://openalex.org/W2921092847","https://openalex.org/W2922204263","https://openalex.org/W2922239620","https://openalex.org/W2943666912","https://openalex.org/W2946083470","https://openalex.org/W2949983948","https://openalex.org/W2951124631","https://openalex.org/W2953428658","https://openalex.org/W2955737766","https://openalex.org/W2956013636","https://openalex.org/W2959645102","https://openalex.org/W2962711591","https://openalex.org/W2963689087","https://openalex.org/W2963946669","https://openalex.org/W2964282006","https://openalex.org/W2965158339","https://openalex.org/W2969980243","https://openalex.org/W2971045153","https://openalex.org/W2973112372","https://openalex.org/W2974825848","https://openalex.org/W2979773192","https://openalex.org/W2979976730","https://openalex.org/W2980112230","https://openalex.org/W2980199518","https://openalex.org/W2980471673","https://openalex.org/W2980633381","https://openalex.org/W2980998394","https://openalex.org/W2981625683","https://openalex.org/W2981994674","https://openalex.org/W2982862532","https://openalex.org/W2991603289","https://openalex.org/W2998739014","https://openalex.org/W3003023335","https://openalex.org/W3009928129","https://openalex.org/W3011178854","https://openalex.org/W3011974116","https://openalex.org/W3023609494","https://openalex.org/W3026654094","https://openalex.org/W3048399453","https://openalex.org/W3081752372","https://openalex.org/W3090878720","https://openalex.org/W3093046161","https://openalex.org/W3094071141","https://openalex.org/W3094682531","https://openalex.org/W3095187889","https://openalex.org/W3095594913","https://openalex.org/W3096502673","https://openalex.org/W3098637688","https://openalex.org/W3102785203","https://openalex.org/W3104287445","https://openalex.org/W3106787222","https://openalex.org/W3119051141","https://openalex.org/W3119140896","https://openalex.org/W3119330513","https://openalex.org/W3119690984","https://openalex.org/W3120059284","https://openalex.org/W3126463648","https://openalex.org/W3126474728","https://openalex.org/W3132111858","https://openalex.org/W3137014685","https://openalex.org/W3138200812","https://openalex.org/W3139484821","https://openalex.org/W3145199835","https://openalex.org/W3154395234","https://openalex.org/W3154595990","https://openalex.org/W3157112321","https://openalex.org/W3158568493","https://openalex.org/W3158574787","https://openalex.org/W3164055874","https://openalex.org/W3164525109","https://openalex.org/W3168341999","https://openalex.org/W3169911935","https://openalex.org/W3171092390","https://openalex.org/W3174998459","https://openalex.org/W3175868024","https://openalex.org/W3177504760","https://openalex.org/W3179793716","https://openalex.org/W3182025718","https://openalex.org/W3184319394","https://openalex.org/W3187589338","https://openalex.org/W3190287219","https://openalex.org/W3193085871","https://openalex.org/W3193751945","https://openalex.org/W3193926122","https://openalex.org/W3202703479","https://openalex.org/W3205959741","https://openalex.org/W3212797097","https://openalex.org/W4212785882","https://openalex.org/W6922404136"],"related_works":["https://openalex.org/W2064165679","https://openalex.org/W1588461101","https://openalex.org/W3208525924","https://openalex.org/W2591833644","https://openalex.org/W2885058781","https://openalex.org/W4375867731","https://openalex.org/W3127248583","https://openalex.org/W1552490082","https://openalex.org/W4236439135","https://openalex.org/W2189583758"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":6},{"year":2025,"cited_by_count":32},{"year":2024,"cited_by_count":28},{"year":2023,"cited_by_count":9}],"updated_date":"2026-06-07T08:38:57.713557","created_date":"2025-10-10T00:00:00"}
