{"id":"https://openalex.org/W7133307234","doi":"https://doi.org/10.1016/j.media.2026.104011","title":"AMA-SAM: Adversarial multi-Domain alignment of segment anything model for high-Fidelity histology nuclei segmentation","display_name":"AMA-SAM: Adversarial multi-Domain alignment of segment anything model for high-Fidelity histology nuclei segmentation","publication_year":2026,"publication_date":"2026-03-03","ids":{"openalex":"https://openalex.org/W7133307234","doi":"https://doi.org/10.1016/j.media.2026.104011","pmid":"https://pubmed.ncbi.nlm.nih.gov/41812368"},"language":"en","primary_location":{"id":"doi:10.1016/j.media.2026.104011","is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.media.2026.104011","pdf_url":null,"source":{"id":"https://openalex.org/S116571295","display_name":"Medical Image Analysis","issn_l":"1361-8415","issn":["1361-8415","1361-8423","1361-8431"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Medical Image Analysis","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","pubmed"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":null,"display_name":"Jiahe Qian","orcid":"https://orcid.org/0009-0008-2734-7414"},"institutions":[{"id":"https://openalex.org/I4210147348","display_name":"Northwestern Medicine","ror":"https://ror.org/04fzwnh64","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I4210147348"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Jiahe Qian","raw_affiliation_strings":["Department of Radiology, Northwestern University, Chicago, 60611, IL, USA; Institute of Automation, Chinese Academy of Sciences, Beijing, 100190, China. Electronic address: jiahe.qian@northwestern.edu"],"raw_orcid":"https://orcid.org/0009-0008-2734-7414","affiliations":[{"raw_affiliation_string":"Department of Radiology, Northwestern University, Chicago, 60611, IL, USA; Institute of Automation, Chinese Academy of Sciences, Beijing, 100190, China. Electronic address: jiahe.qian@northwestern.edu","institution_ids":["https://openalex.org/I4210147348"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102519409","display_name":"Yaoyu Fang","orcid":null},"institutions":[{"id":"https://openalex.org/I111979921","display_name":"Northwestern University","ror":"https://ror.org/000e0be47","country_code":"US","type":"education","lineage":["https://openalex.org/I111979921"]},{"id":"https://openalex.org/I4210100400","display_name":"Northwestern University","ror":"https://ror.org/00m6w7z96","country_code":"PH","type":"education","lineage":["https://openalex.org/I4210100400"]},{"id":"https://openalex.org/I4210147348","display_name":"Northwestern Medicine","ror":"https://ror.org/04fzwnh64","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I4210147348"]}],"countries":["PH","US"],"is_corresponding":false,"raw_author_name":"Yaoyu Fang","raw_affiliation_strings":["Department of Radiology, Northwestern University, Chicago, 60611, IL, USA"],"raw_orcid":"https://orcid.org/0009-0009-5379-0927","affiliations":[{"raw_affiliation_string":"Department of Radiology, Northwestern University, Chicago, 60611, IL, USA","institution_ids":["https://openalex.org/I111979921","https://openalex.org/I4210147348","https://openalex.org/I4210100400"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5004033797","display_name":"Jinkui Hao","orcid":"https://orcid.org/0000-0002-7101-961X"},"institutions":[{"id":"https://openalex.org/I111979921","display_name":"Northwestern University","ror":"https://ror.org/000e0be47","country_code":"US","type":"education","lineage":["https://openalex.org/I111979921"]},{"id":"https://openalex.org/I4210100400","display_name":"Northwestern University","ror":"https://ror.org/00m6w7z96","country_code":"PH","type":"education","lineage":["https://openalex.org/I4210100400"]},{"id":"https://openalex.org/I4210147348","display_name":"Northwestern Medicine","ror":"https://ror.org/04fzwnh64","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I4210147348"]}],"countries":["PH","US"],"is_corresponding":false,"raw_author_name":"Jinkui Hao","raw_affiliation_strings":["Department of Radiology, Northwestern University, Chicago, 60611, IL, USA"],"raw_orcid":"https://orcid.org/0000-0002-7101-961X","affiliations":[{"raw_affiliation_string":"Department of Radiology, Northwestern University, Chicago, 60611, IL, USA","institution_ids":["https://openalex.org/I111979921","https://openalex.org/I4210147348","https://openalex.org/I4210100400"]}]},{"author_position":"last","author":{"id":null,"display_name":"Bo Zhou","orcid":"https://orcid.org/0000-0002-2906-0897"},"institutions":[{"id":"https://openalex.org/I111979921","display_name":"Northwestern University","ror":"https://ror.org/000e0be47","country_code":"US","type":"education","lineage":["https://openalex.org/I111979921"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Bo Zhou","raw_affiliation_strings":["Department of Radiology, Northwestern University, Chicago, 60611, IL, USA. Electronic address: qianjiahe2023@ia.ac.cn"],"raw_orcid":"https://orcid.org/0000-0002-2906-0897","affiliations":[{"raw_affiliation_string":"Department of Radiology, Northwestern University, Chicago, 60611, IL, USA. Electronic address: qianjiahe2023@ia.ac.cn","institution_ids":["https://openalex.org/I111979921"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I111979921"],"apc_list":{"value":3970,"currency":"USD","value_usd":3970},"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.39195792,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"111","issue":null,"first_page":"104011","last_page":"104011"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10862","display_name":"AI in cancer detection","score":0.6549000144004822,"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":0.6549000144004822,"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/T12859","display_name":"Cell Image Analysis Techniques","score":0.06719999760389328,"subfield":{"id":"https://openalex.org/subfields/1304","display_name":"Biophysics"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T11775","display_name":"COVID-19 diagnosis using AI","score":0.03420000150799751,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/segmentation","display_name":"Segmentation","score":0.796999990940094},{"id":"https://openalex.org/keywords/discriminative-model","display_name":"Discriminative model","score":0.6916999816894531},{"id":"https://openalex.org/keywords/leverage","display_name":"Leverage (statistics)","score":0.6432999968528748},{"id":"https://openalex.org/keywords/overfitting","display_name":"Overfitting","score":0.5583999752998352},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.5134000182151794},{"id":"https://openalex.org/keywords/representation","display_name":"Representation (politics)","score":0.4726000130176544},{"id":"https://openalex.org/keywords/image-segmentation","display_name":"Image segmentation","score":0.44530001282691956},{"id":"https://openalex.org/keywords/scale-space-segmentation","display_name":"Scale-space segmentation","score":0.423799991607666}],"concepts":[{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.796999990940094},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7032999992370605},{"id":"https://openalex.org/C97931131","wikidata":"https://www.wikidata.org/wiki/Q5282087","display_name":"Discriminative model","level":2,"score":0.6916999816894531},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6639999747276306},{"id":"https://openalex.org/C153083717","wikidata":"https://www.wikidata.org/wiki/Q6535263","display_name":"Leverage (statistics)","level":2,"score":0.6432999968528748},{"id":"https://openalex.org/C22019652","wikidata":"https://www.wikidata.org/wiki/Q331309","display_name":"Overfitting","level":3,"score":0.5583999752998352},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.5134000182151794},{"id":"https://openalex.org/C2776359362","wikidata":"https://www.wikidata.org/wiki/Q2145286","display_name":"Representation (politics)","level":3,"score":0.4726000130176544},{"id":"https://openalex.org/C124504099","wikidata":"https://www.wikidata.org/wiki/Q56933","display_name":"Image segmentation","level":3,"score":0.44530001282691956},{"id":"https://openalex.org/C65885262","wikidata":"https://www.wikidata.org/wiki/Q7429708","display_name":"Scale-space segmentation","level":4,"score":0.423799991607666},{"id":"https://openalex.org/C152565575","wikidata":"https://www.wikidata.org/wiki/Q1124538","display_name":"Conditional random field","level":2,"score":0.40779998898506165},{"id":"https://openalex.org/C2777522853","wikidata":"https://www.wikidata.org/wiki/Q5276128","display_name":"Digital pathology","level":2,"score":0.37709999084472656},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.3176000118255615},{"id":"https://openalex.org/C36503486","wikidata":"https://www.wikidata.org/wiki/Q11235244","display_name":"Domain (mathematical analysis)","level":2,"score":0.3176000118255615},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.31299999356269836},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.2978000044822693},{"id":"https://openalex.org/C2776145971","wikidata":"https://www.wikidata.org/wiki/Q30673951","display_name":"Labeled data","level":2,"score":0.29120001196861267},{"id":"https://openalex.org/C62354387","wikidata":"https://www.wikidata.org/wiki/Q875399","display_name":"Boundary (topology)","level":2,"score":0.2906999886035919},{"id":"https://openalex.org/C25694479","wikidata":"https://www.wikidata.org/wiki/Q7446278","display_name":"Segmentation-based object categorization","level":5,"score":0.26109999418258667},{"id":"https://openalex.org/C37736160","wikidata":"https://www.wikidata.org/wiki/Q1801315","display_name":"Adversarial system","level":2,"score":0.2572000026702881}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1016/j.media.2026.104011","is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.media.2026.104011","pdf_url":null,"source":{"id":"https://openalex.org/S116571295","display_name":"Medical Image Analysis","issn_l":"1361-8415","issn":["1361-8415","1361-8423","1361-8431"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Medical Image Analysis","raw_type":"journal-article"},{"id":"pmid:41812368","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/41812368","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":"Medical image analysis","raw_type":null}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":23,"referenced_works":["https://openalex.org/W1125523343","https://openalex.org/W1968615915","https://openalex.org/W2151538727","https://openalex.org/W2592905743","https://openalex.org/W2798643036","https://openalex.org/W2885343725","https://openalex.org/W2964282006","https://openalex.org/W2974825848","https://openalex.org/W3014974815","https://openalex.org/W3094111018","https://openalex.org/W3132111858","https://openalex.org/W3136850285","https://openalex.org/W4205786526","https://openalex.org/W4385822390","https://openalex.org/W4386047750","https://openalex.org/W4389665327","https://openalex.org/W4392883923","https://openalex.org/W4400309732","https://openalex.org/W4402728013","https://openalex.org/W4410012367","https://openalex.org/W4416594321","https://openalex.org/W7119828867","https://openalex.org/W7133189081"],"related_works":[],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2026-05-05T08:41:31.759640","created_date":"2026-03-04T00:00:00"}