{"id":"https://openalex.org/W7128601774","doi":"https://doi.org/10.1016/j.media.2026.103995","title":"Cellflow: Advancing pathological image augmentation from spatial views to temporal trajectories","display_name":"Cellflow: Advancing pathological image augmentation from spatial views to temporal trajectories","publication_year":2026,"publication_date":"2026-02-11","ids":{"openalex":"https://openalex.org/W7128601774","doi":"https://doi.org/10.1016/j.media.2026.103995","pmid":"https://pubmed.ncbi.nlm.nih.gov/41707469"},"language":"en","primary_location":{"id":"doi:10.1016/j.media.2026.103995","doi":"https://doi.org/10.1016/j.media.2026.103995","is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.media.2026.103995","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,"listed_in":["ccf-c","cwts-core","dongbi-a","doyens","jufo-3","ki-jl-3","medline","norway-1","poland-200","russia-white-list-1"],"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"},"volume":null,"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":"https://openalex.org/A5124212076","display_name":"Zeyu Liu","orcid":"https://orcid.org/0000-0002-9342-1247","observed_orcids":["https://orcid.org/0000-0002-9342-1247"]},"institutions":[{"id":"https://openalex.org/I82880672","display_name":"Beihang University","ror":"https://ror.org/00wk2mp56","country_code":"CN","type":"education","lineage":["https://openalex.org/I82880672"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zeyu Liu","raw_affiliation_strings":["School of Biological Science and Medical Engineering, Beihang University, Beijing, 100191, China"],"raw_orcid":"https://orcid.org/0000-0002-9342-1247","affiliations":[{"raw_affiliation_string":"School of Biological Science and Medical Engineering, Beihang University, Beijing, 100191, China","institution_ids":["https://openalex.org/I82880672"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5125617964","display_name":"Tianyi Zhang","orcid":"https://orcid.org/0009-0001-8703-0100","observed_orcids":["https://orcid.org/0009-0001-8703-0100"]},"institutions":[{"id":"https://openalex.org/I165932596","display_name":"National University of Singapore","ror":"https://ror.org/01tgyzw49","country_code":"SG","type":"education","lineage":["https://openalex.org/I165932596"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Tianyi Zhang","raw_affiliation_strings":["Department of Electrical and Computer Engineering, National University of Singapore, Singapore, 117417, Singapore"],"raw_orcid":"https://orcid.org/0009-0001-8703-0100","affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, National University of Singapore, Singapore, 117417, Singapore","institution_ids":["https://openalex.org/I165932596"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100457898","display_name":"Yufang He","orcid":"https://orcid.org/0009-0005-3781-6761","observed_orcids":["https://orcid.org/0009-0005-3781-6761"]},"institutions":[{"id":"https://openalex.org/I82880672","display_name":"Beihang University","ror":"https://ror.org/00wk2mp56","country_code":"CN","type":"education","lineage":["https://openalex.org/I82880672"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yufang He","raw_affiliation_strings":["School of Biological Science and Medical Engineering, Beihang University, Beijing, 100191, China"],"raw_orcid":"https://orcid.org/0009-0005-3781-6761","affiliations":[{"raw_affiliation_string":"School of Biological Science and Medical Engineering, Beihang University, Beijing, 100191, China","institution_ids":["https://openalex.org/I82880672"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102722895","display_name":"Bo Wen","orcid":"https://orcid.org/0009-0005-4032-2527","observed_orcids":["https://orcid.org/0009-0005-4032-2527","https://orcid.org/0009-0007-3799-0959"]},"institutions":[{"id":"https://openalex.org/I82880672","display_name":"Beihang University","ror":"https://ror.org/00wk2mp56","country_code":"CN","type":"education","lineage":["https://openalex.org/I82880672"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Bo Wen","raw_affiliation_strings":["School of Biological Science and Medical Engineering, Beihang University, Beijing, 100191, China"],"raw_orcid":"https://orcid.org/0009-0005-4032-2527","affiliations":[{"raw_affiliation_string":"School of Biological Science and Medical Engineering, Beihang University, Beijing, 100191, China","institution_ids":["https://openalex.org/I82880672"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100820764","display_name":"Haoran Guo","orcid":"https://orcid.org/0009-0006-9510-265X","observed_orcids":["https://orcid.org/0009-0006-9510-265X"]},"institutions":[{"id":"https://openalex.org/I82880672","display_name":"Beihang University","ror":"https://ror.org/00wk2mp56","country_code":"CN","type":"education","lineage":["https://openalex.org/I82880672"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Haoran Guo","raw_affiliation_strings":["School of Biological Science and Medical Engineering, Beihang University, Beijing, 100191, China"],"raw_orcid":"https://orcid.org/0009-0006-9510-265X","affiliations":[{"raw_affiliation_string":"School of Biological Science and Medical Engineering, Beihang University, Beijing, 100191, China","institution_ids":["https://openalex.org/I82880672"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5125597184","display_name":"Peng Zhang","orcid":"https://orcid.org/0000-0002-3879-5860","observed_orcids":["https://orcid.org/0000-0002-3879-5860"]},"institutions":[{"id":"https://openalex.org/I181877577","display_name":"Shanxi University","ror":"https://ror.org/03y3e3s17","country_code":"CN","type":"education","lineage":["https://openalex.org/I181877577"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Peng Zhang","raw_affiliation_strings":["School of Computer and Information Technology, Shanxi University, Taiyuan, 030006, Shanxi, China"],"raw_orcid":"https://orcid.org/0000-0002-3879-5860","affiliations":[{"raw_affiliation_string":"School of Computer and Information Technology, Shanxi University, Taiyuan, 030006, Shanxi, China","institution_ids":["https://openalex.org/I181877577"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5124187248","display_name":"Chenbin Ma","orcid":"https://orcid.org/0000-0003-1945-9332","observed_orcids":["https://orcid.org/0000-0003-1945-9332"]},"institutions":[{"id":"https://openalex.org/I82880672","display_name":"Beihang University","ror":"https://ror.org/00wk2mp56","country_code":"CN","type":"education","lineage":["https://openalex.org/I82880672"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chenbin Ma","raw_affiliation_strings":["School of Biological Science and Medical Engineering, Beihang University, Beijing, 100191, China"],"raw_orcid":"https://orcid.org/0000-0003-1945-9332","affiliations":[{"raw_affiliation_string":"School of Biological Science and Medical Engineering, Beihang University, Beijing, 100191, China","institution_ids":["https://openalex.org/I82880672"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5124234771","display_name":"Shangqing Lyu","orcid":"https://orcid.org/0009-0008-3899-0448","observed_orcids":["https://orcid.org/0009-0008-3899-0448"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Shangqing Lyu","raw_affiliation_strings":["PuzzleLogic Pte Ltd, Singapore, 229594, Singapore"],"raw_orcid":"https://orcid.org/0009-0008-3899-0448","affiliations":[{"raw_affiliation_string":"PuzzleLogic Pte Ltd, Singapore, 229594, Singapore","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5075224835","display_name":"Yunlu Feng","orcid":"https://orcid.org/0000-0002-2761-100X","observed_orcids":["https://orcid.org/0000-0002-2761-100X"]},"institutions":[{"id":"https://openalex.org/I200296433","display_name":"Chinese Academy of Medical Sciences & Peking Union Medical College","ror":"https://ror.org/02drdmm93","country_code":"CN","type":"education","lineage":["https://openalex.org/I200296433"]},{"id":"https://openalex.org/I2801228662","display_name":"Peking Union Medical College Hospital","ror":"https://ror.org/04jztag35","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I2801228662"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yunlu Feng","raw_affiliation_strings":["Department of Gastroenterology, Union Medical College Hospital, Peking Beijing, 100006, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Gastroenterology, Union Medical College Hospital, Peking Beijing, 100006, China","institution_ids":["https://openalex.org/I200296433","https://openalex.org/I2801228662"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5125600314","display_name":"Yu Zhao","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I200296433","display_name":"Chinese Academy of Medical Sciences & Peking Union Medical College","ror":"https://ror.org/02drdmm93","country_code":"CN","type":"education","lineage":["https://openalex.org/I200296433"]},{"id":"https://openalex.org/I2801228662","display_name":"Peking Union Medical College Hospital","ror":"https://ror.org/04jztag35","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I2801228662"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yu Zhao","raw_affiliation_strings":["Department of Pathology, Union Medical College Hospital, Peking Beijing, 100006, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Pathology, Union Medical College Hospital, Peking Beijing, 100006, China","institution_ids":["https://openalex.org/I200296433","https://openalex.org/I2801228662"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5050163233","display_name":"Yueming Jin","orcid":"https://orcid.org/0000-0003-3775-3877","observed_orcids":["https://orcid.org/0000-0003-3775-3877"]},"institutions":[{"id":"https://openalex.org/I165932596","display_name":"National University of Singapore","ror":"https://ror.org/01tgyzw49","country_code":"SG","type":"education","lineage":["https://openalex.org/I165932596"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Yueming Jin","raw_affiliation_strings":["Department of Electrical and Computer Engineering, National University of Singapore, Singapore, 117417, Singapore"],"raw_orcid":"https://orcid.org/0000-0003-3775-3877","affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, National University of Singapore, Singapore, 117417, Singapore","institution_ids":["https://openalex.org/I165932596"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5125614090","display_name":"Dachun Zhao","orcid":"https://orcid.org/0000-0003-2203-9259","observed_orcids":["https://orcid.org/0000-0003-2203-9259"]},"institutions":[{"id":"https://openalex.org/I200296433","display_name":"Chinese Academy of Medical Sciences & Peking Union Medical College","ror":"https://ror.org/02drdmm93","country_code":"CN","type":"education","lineage":["https://openalex.org/I200296433"]},{"id":"https://openalex.org/I2801228662","display_name":"Peking Union Medical College Hospital","ror":"https://ror.org/04jztag35","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I2801228662"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Dachun Zhao","raw_affiliation_strings":["Department of Pathology, Union Medical College Hospital, Peking Beijing, 100006, China"],"raw_orcid":"https://orcid.org/0000-0003-2203-9259","affiliations":[{"raw_affiliation_string":"Department of Pathology, Union Medical College Hospital, Peking Beijing, 100006, China","institution_ids":["https://openalex.org/I200296433","https://openalex.org/I2801228662"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5086792600","display_name":"Guanglei Zhang","orcid":"https://orcid.org/0000-0002-2617-9673","observed_orcids":["https://orcid.org/0000-0002-2617-9673"]},"institutions":[{"id":"https://openalex.org/I82880672","display_name":"Beihang University","ror":"https://ror.org/00wk2mp56","country_code":"CN","type":"education","lineage":["https://openalex.org/I82880672"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Guanglei Zhang","raw_affiliation_strings":["School of Biological Science and Medical Engineering, Beihang University, Beijing, 100191, China. Electronic address: guangleizhang@buaa.edu.cn"],"raw_orcid":"https://orcid.org/0000-0002-2617-9673","affiliations":[{"raw_affiliation_string":"School of Biological Science and Medical Engineering, Beihang University, Beijing, 100191, China. Electronic address: guangleizhang@buaa.edu.cn","institution_ids":["https://openalex.org/I82880672"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":{"value":4170,"currency":"USD","value_usd":4170},"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.09114047,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"110","issue":null,"first_page":"103995","last_page":"103995"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10862","display_name":"AI in cancer detection","score":0.9878000020980835,"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":0.9878000020980835,"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":0.003800000064074993,"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/T12874","display_name":"Digital Imaging for Blood Diseases","score":0.0019000000320374966,"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/temporal-trajectories","display_name":"temporal trajectories","score":0.6169999837875366},{"id":"https://openalex.org/keywords/generative-models","display_name":"generative models","score":0.7360000014305115},{"id":"https://openalex.org/keywords/diffusion-models","display_name":"diffusion models","score":0.5690000057220459},{"id":"https://openalex.org/keywords/ordinary-differential-equations","display_name":"ordinary differential equations","score":0.8320000171661377},{"id":"https://openalex.org/keywords/probability-flow","display_name":"probability flow","score":0.6309999823570251},{"id":"https://openalex.org/keywords/cancer-subtyping","display_name":"cancer subtyping","score":0.6579999923706055},{"id":"https://openalex.org/keywords/tumor-grading","display_name":"tumor grading","score":0.9620000123977661},{"id":"https://openalex.org/keywords/computational-pathology","display_name":"computational pathology","score":0.574999988079071},{"id":"https://openalex.org/keywords/data-scarcity","display_name":"data scarcity","score":0.453000009059906},{"id":"https://openalex.org/keywords/rare-diseases","display_name":"rare diseases","score":0.43299999833106995},{"id":"https://openalex.org/keywords/tissue-architecture","display_name":"tissue structure","score":0.4169999957084656}],"concepts":[{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.7318000197410583},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6814000010490417},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.5224999785423279},{"id":"https://openalex.org/C167966045","wikidata":"https://www.wikidata.org/wiki/Q5532625","display_name":"Generative model","level":3,"score":0.4977000057697296},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.49390000104904175},{"id":"https://openalex.org/C207886595","wikidata":"https://www.wikidata.org/wiki/Q1456138","display_name":"Pathological","level":2,"score":0.4131999909877777},{"id":"https://openalex.org/C39890363","wikidata":"https://www.wikidata.org/wiki/Q36108","display_name":"Generative grammar","level":2,"score":0.39959999918937683},{"id":"https://openalex.org/C23224414","wikidata":"https://www.wikidata.org/wiki/Q176769","display_name":"Hidden Markov model","level":2,"score":0.38190001249313354},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.37790000438690186},{"id":"https://openalex.org/C66024118","wikidata":"https://www.wikidata.org/wiki/Q1122506","display_name":"Computational model","level":2,"score":0.3732999861240387},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3619000017642975},{"id":"https://openalex.org/C12713177","wikidata":"https://www.wikidata.org/wiki/Q1900281","display_name":"Perspective (graphical)","level":2,"score":0.3416999876499176},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.33390000462532043},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.33070001006126404},{"id":"https://openalex.org/C159620131","wikidata":"https://www.wikidata.org/wiki/Q1938983","display_name":"Spatial analysis","level":2,"score":0.3249000012874603},{"id":"https://openalex.org/C2776760102","wikidata":"https://www.wikidata.org/wiki/Q5139990","display_name":"Code (set theory)","level":3,"score":0.2896000146865845},{"id":"https://openalex.org/C9417928","wikidata":"https://www.wikidata.org/wiki/Q1070689","display_name":"Image processing","level":3,"score":0.2775000035762787},{"id":"https://openalex.org/C192209626","wikidata":"https://www.wikidata.org/wiki/Q190909","display_name":"Focus (optics)","level":2,"score":0.2727999985218048},{"id":"https://openalex.org/C75294576","wikidata":"https://www.wikidata.org/wiki/Q5165192","display_name":"Contextual image classification","level":3,"score":0.27250000834465027},{"id":"https://openalex.org/C12426560","wikidata":"https://www.wikidata.org/wiki/Q189569","display_name":"Basis (linear algebra)","level":2,"score":0.2651999890804291}],"mesh":[{"descriptor_ui":"D000077321","descriptor_name":"Deep Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000077321","descriptor_name":"Deep Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000077321","descriptor_name":"Deep Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000077321","descriptor_name":"Deep Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000077321","descriptor_name":"Deep Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D007090","descriptor_name":"Image Interpretation, Computer-Assisted","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D007090","descriptor_name":"Image Interpretation, Computer-Assisted","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D007090","descriptor_name":"Image Interpretation, Computer-Assisted","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D007090","descriptor_name":"Image Interpretation, Computer-Assisted","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D007090","descriptor_name":"Image Interpretation, Computer-Assisted","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D007091","descriptor_name":"Image Processing, Computer-Assisted","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D007091","descriptor_name":"Image Processing, Computer-Assisted","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D007091","descriptor_name":"Image Processing, Computer-Assisted","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true}],"locations_count":2,"locations":[{"id":"doi:10.1016/j.media.2026.103995","doi":"https://doi.org/10.1016/j.media.2026.103995","is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.media.2026.103995","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,"listed_in":["ccf-c","cwts-core","dongbi-a","doyens","jufo-3","ki-jl-3","medline","norway-1","poland-200","russia-white-list-1"],"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:41707469","doi":null,"is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/41707469","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,"listed_in":[],"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":"Journal Article"}],"best_oa_location":null,"sustainable_development_goals":[],"sustainable_development_goals_aurora":[],"study_designs":[],"awards":[{"id":"https://openalex.org/G2979274","display_name":null,"funder_award_id":"2022-RW320-07","funder_id":"https://openalex.org/F4320323137","funder_display_name":"Chinese Academy of Medical Sciences"},{"id":"https://openalex.org/G3362024132","display_name":null,"funder_award_id":"2023YFF0715401","funder_id":"https://openalex.org/F4320335777","funder_display_name":"National Key Research and Development Program of China"},{"id":"https://openalex.org/G348872048","display_name":null,"funder_award_id":"62271023","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G4270316069","display_name":null,"funder_award_id":"7242269","funder_id":"https://openalex.org/F4320322919","funder_display_name":"Natural Science Foundation of Beijing Municipality"},{"id":"https://openalex.org/G4351787198","display_name":null,"funder_award_id":"2023YFF0715400","funder_id":"https://openalex.org/F4320335777","funder_display_name":"National Key Research and Development Program of China"},{"id":"https://openalex.org/G8953402773","display_name":null,"funder_award_id":"62571013","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320322919","display_name":"Natural Science Foundation of Beijing Municipality","ror":null},{"id":"https://openalex.org/F4320323137","display_name":"Chinese Academy of Medical Sciences","ror":"https://ror.org/03cve4549"},{"id":"https://openalex.org/F4320335777","display_name":"National Key Research and Development Program of China","ror":null}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":29,"referenced_works":["https://openalex.org/W2109553965","https://openalex.org/W2616247523","https://openalex.org/W2892938835","https://openalex.org/W2986235590","https://openalex.org/W3094111018","https://openalex.org/W3160122800","https://openalex.org/W3160261825","https://openalex.org/W3211190672","https://openalex.org/W4205204006","https://openalex.org/W4205900565","https://openalex.org/W4225673956","https://openalex.org/W4226062376","https://openalex.org/W4283080836","https://openalex.org/W4377695098","https://openalex.org/W4387259074","https://openalex.org/W4389977645","https://openalex.org/W4392947521","https://openalex.org/W4396636942","https://openalex.org/W4400771918","https://openalex.org/W4400889241","https://openalex.org/W4402373303","https://openalex.org/W4405268957","https://openalex.org/W4405408921","https://openalex.org/W4408182377","https://openalex.org/W4409216664","https://openalex.org/W4410153183","https://openalex.org/W4410857019","https://openalex.org/W4412494133","https://openalex.org/W4413967162"],"related_works":[],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2026-10-14T16:39:01.820549","created_date":"2026-02-11T00:00:00"}