{"id":"https://openalex.org/W4403182294","doi":"https://doi.org/10.1109/tmi.2024.3475587","title":"Unleash the Power of State Space Model for Whole Slide Image With Local Aware Scanning and Importance Resampling","display_name":"Unleash the Power of State Space Model for Whole Slide Image With Local Aware Scanning and Importance Resampling","publication_year":2024,"publication_date":"2024-10-07","ids":{"openalex":"https://openalex.org/W4403182294","doi":"https://doi.org/10.1109/tmi.2024.3475587","pmid":"https://pubmed.ncbi.nlm.nih.gov/39374278"},"language":"en","primary_location":{"id":"doi:10.1109/tmi.2024.3475587","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tmi.2024.3475587","pdf_url":null,"source":{"id":"https://openalex.org/S58069681","display_name":"IEEE Transactions on Medical Imaging","issn_l":"0278-0062","issn":["0278-0062","1558-254X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Medical Imaging","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","pubmed"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://hub.hku.hk/handle/10722/353334","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5103862726","display_name":"Yanyan Huang","orcid":"https://orcid.org/0009-0001-6071-3905"},"institutions":[{"id":"https://openalex.org/I177725633","display_name":"Chinese University of Hong Kong","ror":"https://ror.org/00t33hh48","country_code":"HK","type":"education","lineage":["https://openalex.org/I177725633"]},{"id":"https://openalex.org/I889458895","display_name":"University of Hong Kong","ror":"https://ror.org/02zhqgq86","country_code":"HK","type":"education","lineage":["https://openalex.org/I889458895"]}],"countries":["HK"],"is_corresponding":false,"raw_author_name":"Yanyan Huang","raw_affiliation_strings":["School of Computing and Data Science, The University of Hong Kong, Hong Kong, SAR, China","Department of Statistics and Actuarial Science, The University of Hong Kong, HKSAR, China"],"raw_orcid":"https://orcid.org/0009-0001-6071-3905","affiliations":[{"raw_affiliation_string":"School of Computing and Data Science, The University of Hong Kong, Hong Kong, SAR, China","institution_ids":["https://openalex.org/I177725633","https://openalex.org/I889458895"]},{"raw_affiliation_string":"Department of Statistics and Actuarial Science, The University of Hong Kong, HKSAR, China","institution_ids":["https://openalex.org/I889458895"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5112232539","display_name":"Weiqin Zhao","orcid":"https://orcid.org/0009-0004-7065-2220"},"institutions":[{"id":"https://openalex.org/I177725633","display_name":"Chinese University of Hong Kong","ror":"https://ror.org/00t33hh48","country_code":"HK","type":"education","lineage":["https://openalex.org/I177725633"]},{"id":"https://openalex.org/I889458895","display_name":"University of Hong Kong","ror":"https://ror.org/02zhqgq86","country_code":"HK","type":"education","lineage":["https://openalex.org/I889458895"]}],"countries":["HK"],"is_corresponding":false,"raw_author_name":"Weiqin Zhao","raw_affiliation_strings":["School of Computing and Data Science, The University of Hong Kong, Hong Kong, SAR, China","Department of Statistics and Actuarial Science, The University of Hong Kong, HKSAR, China"],"raw_orcid":"https://orcid.org/0009-0004-7065-2220","affiliations":[{"raw_affiliation_string":"School of Computing and Data Science, The University of Hong Kong, Hong Kong, SAR, China","institution_ids":["https://openalex.org/I177725633","https://openalex.org/I889458895"]},{"raw_affiliation_string":"Department of Statistics and Actuarial Science, The University of Hong Kong, HKSAR, China","institution_ids":["https://openalex.org/I889458895"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5014212007","display_name":"Yu Fu","orcid":"https://orcid.org/0000-0002-9795-7807"},"institutions":[{"id":"https://openalex.org/I76130692","display_name":"Zhejiang University","ror":"https://ror.org/00a2xv884","country_code":"CN","type":"education","lineage":["https://openalex.org/I76130692"]},{"id":"https://openalex.org/I76214153","display_name":"Lanzhou University","ror":"https://ror.org/01mkqqe32","country_code":"CN","type":"education","lineage":["https://openalex.org/I76214153"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yu Fu","raw_affiliation_strings":["School of Information Science and Engineering, Lanzhou University, Lanzhou, China","College of Information Science and Electronic Engineering, Zhejiang University, Hangzhou, China"],"raw_orcid":"https://orcid.org/0000-0002-9795-7807","affiliations":[{"raw_affiliation_string":"School of Information Science and Engineering, Lanzhou University, Lanzhou, China","institution_ids":["https://openalex.org/I76214153"]},{"raw_affiliation_string":"College of Information Science and Electronic Engineering, Zhejiang University, Hangzhou, China","institution_ids":["https://openalex.org/I76130692"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5092000475","display_name":"Lingting Zhu","orcid":"https://orcid.org/0000-0002-1478-3232"},"institutions":[{"id":"https://openalex.org/I177725633","display_name":"Chinese University of Hong Kong","ror":"https://ror.org/00t33hh48","country_code":"HK","type":"education","lineage":["https://openalex.org/I177725633"]},{"id":"https://openalex.org/I889458895","display_name":"University of Hong Kong","ror":"https://ror.org/02zhqgq86","country_code":"HK","type":"education","lineage":["https://openalex.org/I889458895"]}],"countries":["HK"],"is_corresponding":false,"raw_author_name":"Lingting Zhu","raw_affiliation_strings":["School of Computing and Data Science, The University of Hong Kong, Hong Kong, SAR, China","Department of Statistics and Actuarial Science, The University of Hong Kong, HKSAR, China"],"raw_orcid":"https://orcid.org/0000-0002-1478-3232","affiliations":[{"raw_affiliation_string":"School of Computing and Data Science, The University of Hong Kong, Hong Kong, SAR, China","institution_ids":["https://openalex.org/I177725633","https://openalex.org/I889458895"]},{"raw_affiliation_string":"Department of Statistics and Actuarial Science, The University of Hong Kong, HKSAR, China","institution_ids":["https://openalex.org/I889458895"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5012581106","display_name":"Lequan Yu","orcid":"https://orcid.org/0000-0002-9315-6527"},"institutions":[{"id":"https://openalex.org/I177725633","display_name":"Chinese University of Hong Kong","ror":"https://ror.org/00t33hh48","country_code":"HK","type":"education","lineage":["https://openalex.org/I177725633"]},{"id":"https://openalex.org/I889458895","display_name":"University of Hong Kong","ror":"https://ror.org/02zhqgq86","country_code":"HK","type":"education","lineage":["https://openalex.org/I889458895"]}],"countries":["HK"],"is_corresponding":false,"raw_author_name":"Lequan Yu","raw_affiliation_strings":["School of Computing and Data Science, The University of Hong Kong, Hong Kong, SAR, China","Department of Statistics and Actuarial Science, The University of Hong Kong, HKSAR, China"],"raw_orcid":"https://orcid.org/0000-0002-9315-6527","affiliations":[{"raw_affiliation_string":"School of Computing and Data Science, The University of Hong Kong, Hong Kong, SAR, China","institution_ids":["https://openalex.org/I177725633","https://openalex.org/I889458895"]},{"raw_affiliation_string":"Department of Statistics and Actuarial Science, The University of Hong Kong, HKSAR, China","institution_ids":["https://openalex.org/I889458895"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":1.0992,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.78298532,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":97,"max":98},"biblio":{"volume":"44","issue":"2","first_page":"1032","last_page":"1042"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12111","display_name":"Industrial Vision Systems and Defect Detection","score":0.8389999866485596,"subfield":{"id":"https://openalex.org/subfields/2209","display_name":"Industrial and Manufacturing Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T12111","display_name":"Industrial Vision Systems and Defect Detection","score":0.8389999866485596,"subfield":{"id":"https://openalex.org/subfields/2209","display_name":"Industrial and Manufacturing Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11019","display_name":"Image Enhancement Techniques","score":0.7942000031471252,"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/T10688","display_name":"Image and Signal Denoising Methods","score":0.7835999727249146,"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/resampling","display_name":"Resampling","score":0.5629993081092834},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.5604260563850403},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5150658488273621},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5132007598876953},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.48102670907974243},{"id":"https://openalex.org/keywords/state","display_name":"State (computer science)","score":0.43879082798957825},{"id":"https://openalex.org/keywords/power","display_name":"Power (physics)","score":0.4380336105823517},{"id":"https://openalex.org/keywords/iterative-reconstruction","display_name":"Iterative reconstruction","score":0.4165131747722626},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.25899532437324524},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.1562681794166565}],"concepts":[{"id":"https://openalex.org/C150921843","wikidata":"https://www.wikidata.org/wiki/Q1170431","display_name":"Resampling","level":2,"score":0.5629993081092834},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.5604260563850403},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5150658488273621},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5132007598876953},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.48102670907974243},{"id":"https://openalex.org/C48103436","wikidata":"https://www.wikidata.org/wiki/Q599031","display_name":"State (computer science)","level":2,"score":0.43879082798957825},{"id":"https://openalex.org/C163258240","wikidata":"https://www.wikidata.org/wiki/Q25342","display_name":"Power (physics)","level":2,"score":0.4380336105823517},{"id":"https://openalex.org/C141379421","wikidata":"https://www.wikidata.org/wiki/Q6094427","display_name":"Iterative reconstruction","level":2,"score":0.4165131747722626},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.25899532437324524},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.1562681794166565},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0}],"mesh":[{"descriptor_ui":"D000465","descriptor_name":"Algorithms","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":"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":"D007091","descriptor_name":"Image Processing, Computer-Assisted","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false}],"locations_count":3,"locations":[{"id":"doi:10.1109/tmi.2024.3475587","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tmi.2024.3475587","pdf_url":null,"source":{"id":"https://openalex.org/S58069681","display_name":"IEEE Transactions on Medical Imaging","issn_l":"0278-0062","issn":["0278-0062","1558-254X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Medical Imaging","raw_type":"journal-article"},{"id":"pmid:39374278","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/39374278","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":"IEEE transactions on medical imaging","raw_type":null},{"id":"pmh:oai:hub.hku.hk:10722/353334","is_oa":true,"landing_page_url":"https://hub.hku.hk/handle/10722/353334","pdf_url":null,"source":{"id":"https://openalex.org/S4377196271","display_name":"The HKU Scholars Hub (University of Hong Kong)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I889458895","host_organization_name":"University of Hong Kong","host_organization_lineage":["https://openalex.org/I889458895"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Article"}],"best_oa_location":{"id":"pmh:oai:hub.hku.hk:10722/353334","is_oa":true,"landing_page_url":"https://hub.hku.hk/handle/10722/353334","pdf_url":null,"source":{"id":"https://openalex.org/S4377196271","display_name":"The HKU Scholars Hub (University of Hong Kong)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I889458895","host_organization_name":"University of Hong Kong","host_organization_lineage":["https://openalex.org/I889458895"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G1715454232","display_name":null,"funder_award_id":"27206123","funder_id":"https://openalex.org/F4320330084","funder_display_name":"Research and Innovation Foundation"},{"id":"https://openalex.org/G1768787202","display_name":"Research and Development of an AI-enhanced System for Whole Slide Histopathology Image: Quantitative Assessment, Assisted Diagnosis and Prognostic Evaluation","funder_award_id":"ITS/274/22","funder_id":"https://openalex.org/F4320321920","funder_display_name":"Innovation and Technology Commission"},{"id":"https://openalex.org/G4037918625","display_name":null,"funder_award_id":"ITS/274/22","funder_id":"https://openalex.org/F4320324196","funder_display_name":"Innovation and Technology Commission - Hong Kong"},{"id":"https://openalex.org/G448775764","display_name":null,"funder_award_id":"T45-401/22-N","funder_id":"https://openalex.org/F4320330084","funder_display_name":"Research and Innovation Foundation"},{"id":"https://openalex.org/G5757640294","display_name":null,"funder_award_id":"2024A1515011875","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G6740839966","display_name":null,"funder_award_id":"62201483","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G7540283881","display_name":"Research and Development of an AI-enhanced System for Preoperative Meningioma Grading and Brain Invasion Prediction from Multi-modality Data","funder_award_id":"ITS/273/22","funder_id":"https://openalex.org/F4320321920","funder_display_name":"Innovation and Technology Commission"},{"id":"https://openalex.org/G991648030","display_name":null,"funder_award_id":"ITS/273/22","funder_id":"https://openalex.org/F4320324196","funder_display_name":"Innovation and Technology Commission - Hong Kong"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320321920","display_name":"Innovation and Technology Commission","ror":"https://ror.org/04vf9tr09"},{"id":"https://openalex.org/F4320324196","display_name":"Innovation and Technology Commission - Hong Kong","ror":"https://ror.org/04vf9tr09"},{"id":"https://openalex.org/F4320330084","display_name":"Research and Innovation Foundation","ror":null}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":52,"referenced_works":["https://openalex.org/W1975389993","https://openalex.org/W2111574404","https://openalex.org/W2545977562","https://openalex.org/W2563071247","https://openalex.org/W2772723798","https://openalex.org/W2956228567","https://openalex.org/W2962834855","https://openalex.org/W2974825848","https://openalex.org/W3011132328","https://openalex.org/W3031256816","https://openalex.org/W3034203199","https://openalex.org/W3034447539","https://openalex.org/W3089265920","https://openalex.org/W3096587759","https://openalex.org/W3135547872","https://openalex.org/W3176719058","https://openalex.org/W3202604077","https://openalex.org/W3203838058","https://openalex.org/W3203898052","https://openalex.org/W3214733388","https://openalex.org/W4225142522","https://openalex.org/W4281823289","https://openalex.org/W4283801948","https://openalex.org/W4288809219","https://openalex.org/W4296693015","https://openalex.org/W4312443924","https://openalex.org/W4312468136","https://openalex.org/W4312765357","https://openalex.org/W4313065529","https://openalex.org/W4313442864","https://openalex.org/W4375869285","https://openalex.org/W4384563119","https://openalex.org/W4385245566","https://openalex.org/W4386076092","https://openalex.org/W4387211414","https://openalex.org/W4389524555","https://openalex.org/W4390872189","https://openalex.org/W4402716098","https://openalex.org/W4403365605","https://openalex.org/W6601556147","https://openalex.org/W6631190155","https://openalex.org/W6747701563","https://openalex.org/W6760167989","https://openalex.org/W6802912272","https://openalex.org/W6803426362","https://openalex.org/W6803444062","https://openalex.org/W6810325043","https://openalex.org/W6849705120","https://openalex.org/W6850033884","https://openalex.org/W6855009501","https://openalex.org/W6859298233","https://openalex.org/W6861342692"],"related_works":["https://openalex.org/W2052515325","https://openalex.org/W2050948537","https://openalex.org/W2767646790","https://openalex.org/W2352041579","https://openalex.org/W1488006380","https://openalex.org/W2138381686","https://openalex.org/W2141585124","https://openalex.org/W1998176685","https://openalex.org/W3123883311","https://openalex.org/W2032175896"],"abstract_inverted_index":{"Whole":[0],"slide":[1],"image":[2,64],"(WSI)":[3],"analysis":[4],"is":[5,232],"gaining":[6],"prominence":[7],"within":[8,155,227],"the":[9,60,66,74,77,96,120,148,152,160,188],"medical":[10],"imaging":[11],"field.":[12],"However,":[13],"previous":[14],"methods":[15,217],"often":[16],"fall":[17],"short":[18],"of":[19,62,68,80,127,184],"efficiently":[20],"processing":[21],"entire":[22],"WSIs":[23,101],"due":[24],"to":[25,58,94,144,158,176,181],"their":[26],"gigapixel":[27],"size.":[28],"Inspired":[29],"by":[30],"recent":[31],"developments":[32],"in":[33,100,223],"state":[34],"space":[35],"models,":[36],"this":[37],"paper":[38],"introduces":[39],"a":[40,90,131,138,171],"new":[41],"Pathology":[42],"Mamba":[43,92],"(PAM)":[44],"for":[45],"more":[46],"accurate":[47],"and":[48,70,73,82,103,115,123,151,167,190,193,207,218],"robust":[49],"WSI":[50,85,202],"analysis.":[51,86],"PAM":[52,213],"includes":[53],"three":[54],"carefully":[55],"designed":[56],"components":[57],"tackle":[59],"challenges":[61],"enormous":[63],"size,":[65],"utilization":[67],"local":[69,121,149],"hierarchical":[71,125,142],"information,":[72],"mismatch":[75],"between":[76,165,187],"feature":[78,162,185],"distributions":[79],"training":[81,166,189],"testing":[83,178,191],"during":[84],"Specifically,":[87],"we":[88,129,169],"design":[89],"Bi-directional":[91],"Encoder":[93],"process":[95],"extensive":[97],"patches":[98],"present":[99],"effectively":[102],"efficiently,":[104],"which":[105,136],"can":[106],"handle":[107],"large-scale":[108],"pathological":[109],"images":[110],"while":[111],"achieving":[112],"high":[113],"performance":[114],"accuracy.":[116],"To":[117],"further":[118],"harness":[119],"information":[122,150],"inherent":[124],"structure":[126,154],"WSI,":[128],"introduce":[130],"novel":[132],"Local-aware":[133],"Scanning":[134],"module,":[135],"employs":[137],"local-aware":[139],"mechanism":[140],"alongside":[141],"scanning":[143],"adeptly":[145],"capture":[146],"both":[147],"overarching":[153],"WSIs.":[156,228],"Moreover,":[157],"alleviate":[159],"patch":[161,179],"distribution":[163,186],"misalignment":[164],"testing,":[168],"propose":[170],"Test-time":[172],"Importance":[173],"Resampling":[174],"module":[175],"conduct":[177],"resampling":[180],"ensure":[182],"consistency":[183],"phases,":[192],"thus":[194],"enhance":[195],"model":[196],"prediction.":[197],"Extensive":[198],"evaluation":[199],"on":[200],"nine":[201],"datasets":[203],"with":[204],"cancer":[205],"subtyping":[206],"survival":[208],"prediction":[209],"tasks":[210],"demonstrates":[211],"that":[212],"outperforms":[214],"current":[215],"state-of-the-art":[216],"also":[219],"its":[220],"enhanced":[221],"capability":[222],"modeling":[224],"discriminative":[225],"areas":[226],"The":[229],"source":[230],"code":[231],"available":[233],"at":[234],"https://github.com/HKU-MedAI/PAM.":[235]},"counts_by_year":[{"year":2025,"cited_by_count":5}],"updated_date":"2026-07-20T07:56:41.581041","created_date":"2025-10-10T00:00:00"}
