{"id":"https://openalex.org/W4406138393","doi":"https://doi.org/10.1109/bibe63649.2024.10820477","title":"Clustered Patch Embeddings for Permutation-Invariant Classification of Whole Slide Images","display_name":"Clustered Patch Embeddings for Permutation-Invariant Classification of Whole Slide Images","publication_year":2024,"publication_date":"2024-11-27","ids":{"openalex":"https://openalex.org/W4406138393","doi":"https://doi.org/10.1109/bibe63649.2024.10820477"},"language":"en","primary_location":{"id":"doi:10.1109/bibe63649.2024.10820477","is_oa":false,"landing_page_url":"https://doi.org/10.1109/bibe63649.2024.10820477","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE 24th International Conference on Bioinformatics and Bioengineering (BIBE)","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"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/A5104148159","display_name":"Ravi Kant Gupta","orcid":null},"institutions":[{"id":"https://openalex.org/I162827531","display_name":"Indian Institute of Technology Bombay","ror":"https://ror.org/02qyf5152","country_code":"IN","type":"education","lineage":["https://openalex.org/I162827531"]}],"countries":["IN"],"is_corresponding":true,"raw_author_name":"Ravi Kant Gupta","raw_affiliation_strings":["Indian Institute of Technology, Bombay,Department of Electrical Engineering,Mumbai,India"],"affiliations":[{"raw_affiliation_string":"Indian Institute of Technology, Bombay,Department of Electrical Engineering,Mumbai,India","institution_ids":["https://openalex.org/I162827531"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5068614203","display_name":"Shounak Das","orcid":"https://orcid.org/0000-0002-5481-3969"},"institutions":[{"id":"https://openalex.org/I162827531","display_name":"Indian Institute of Technology Bombay","ror":"https://ror.org/02qyf5152","country_code":"IN","type":"education","lineage":["https://openalex.org/I162827531"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Shounak Das","raw_affiliation_strings":["Indian Institute of Technology, Bombay,Department of Electrical Engineering,Mumbai,India"],"affiliations":[{"raw_affiliation_string":"Indian Institute of Technology, Bombay,Department of Electrical Engineering,Mumbai,India","institution_ids":["https://openalex.org/I162827531"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5087629613","display_name":"Amit Sethi","orcid":"https://orcid.org/0000-0002-8634-1804"},"institutions":[{"id":"https://openalex.org/I162827531","display_name":"Indian Institute of Technology Bombay","ror":"https://ror.org/02qyf5152","country_code":"IN","type":"education","lineage":["https://openalex.org/I162827531"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Amit Sethi","raw_affiliation_strings":["Indian Institute of Technology, Bombay,Department of Electrical Engineering,Mumbai,India"],"affiliations":[{"raw_affiliation_string":"Indian Institute of Technology, Bombay,Department of Electrical Engineering,Mumbai,India","institution_ids":["https://openalex.org/I162827531"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5104148159"],"corresponding_institution_ids":["https://openalex.org/I162827531"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.25901986,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"7"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10052","display_name":"Medical Image Segmentation Techniques","score":0.8069999814033508,"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"}},"topics":[{"id":"https://openalex.org/T10052","display_name":"Medical Image Segmentation Techniques","score":0.8069999814033508,"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/T12874","display_name":"Digital Imaging for Blood Diseases","score":0.7595000267028809,"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/T10862","display_name":"AI in cancer detection","score":0.7476000189781189,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/invariant","display_name":"Invariant (physics)","score":0.7221543788909912},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6027820110321045},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.587454617023468},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.5243471264839172},{"id":"https://openalex.org/keywords/permutation","display_name":"Permutation (music)","score":0.4395506978034973},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.3343839645385742},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.29613298177719116},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.0856231153011322}],"concepts":[{"id":"https://openalex.org/C190470478","wikidata":"https://www.wikidata.org/wiki/Q2370229","display_name":"Invariant (physics)","level":2,"score":0.7221543788909912},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6027820110321045},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.587454617023468},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.5243471264839172},{"id":"https://openalex.org/C21308566","wikidata":"https://www.wikidata.org/wiki/Q7169365","display_name":"Permutation (music)","level":2,"score":0.4395506978034973},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.3343839645385742},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.29613298177719116},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0856231153011322},{"id":"https://openalex.org/C37914503","wikidata":"https://www.wikidata.org/wiki/Q156495","display_name":"Mathematical physics","level":1,"score":0.0},{"id":"https://openalex.org/C24890656","wikidata":"https://www.wikidata.org/wiki/Q82811","display_name":"Acoustics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/bibe63649.2024.10820477","is_oa":false,"landing_page_url":"https://doi.org/10.1109/bibe63649.2024.10820477","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE 24th International Conference on Bioinformatics and Bioengineering (BIBE)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":37,"referenced_works":["https://openalex.org/W1974195684","https://openalex.org/W2006941815","https://openalex.org/W2117539524","https://openalex.org/W2150593711","https://openalex.org/W2179149514","https://openalex.org/W2194775991","https://openalex.org/W2302302587","https://openalex.org/W2760946358","https://openalex.org/W2789876780","https://openalex.org/W2802772536","https://openalex.org/W2805886241","https://openalex.org/W2807711156","https://openalex.org/W2889232360","https://openalex.org/W2889962273","https://openalex.org/W2945472816","https://openalex.org/W2963270286","https://openalex.org/W2980072096","https://openalex.org/W2991430586","https://openalex.org/W2995106101","https://openalex.org/W3030555654","https://openalex.org/W3138516171","https://openalex.org/W3164879340","https://openalex.org/W3176719058","https://openalex.org/W4206706211","https://openalex.org/W4213019189","https://openalex.org/W4312443924","https://openalex.org/W4323241526","https://openalex.org/W4328097952","https://openalex.org/W6638913232","https://openalex.org/W6678914141","https://openalex.org/W6683033130","https://openalex.org/W6747701563","https://openalex.org/W6762718338","https://openalex.org/W6766020037","https://openalex.org/W6774314701","https://openalex.org/W6779248606","https://openalex.org/W6791827750"],"related_works":["https://openalex.org/W2772917594","https://openalex.org/W2036807459","https://openalex.org/W2058170566","https://openalex.org/W2755342338","https://openalex.org/W2166024367","https://openalex.org/W3116076068","https://openalex.org/W2229312674","https://openalex.org/W2951359407","https://openalex.org/W2079911747","https://openalex.org/W1969923398"],"abstract_inverted_index":{"Whole":[0],"Slide":[1],"Imaging":[2],"(WSI)":[3],"is":[4,65],"a":[5,48,78,149],"cornerstone":[6],"of":[7,22,57,62,73,97,141],"digital":[8],"pathology,":[9],"offering":[10],"detailed":[11],"insights":[12],"critical":[13],"for":[14,42,87,108,135],"diagnosis":[15],"and":[16,46,138,146],"research.":[17],"Yet,":[18],"the":[19,66,70,83,94,106,117,122,133,153],"gigapixel":[20],"size":[21],"WSIs":[23,142],"imposes":[24],"significant":[25,150],"computational":[26,95,110],"challenges,":[27],"limiting":[28],"their":[29],"practical":[30],"utility.":[31],"Our":[32],"novel":[33],"approach":[34,91],"addresses":[35],"these":[36],"challenges":[37,123],"by":[38,125],"leveraging":[39],"various":[40],"encoders":[41],"intelligent":[43],"data":[44],"reduction":[45],"employing":[47],"different":[49],"classification":[50],"model":[51],"to":[52,68,119],"ensure":[53],"robust,":[54],"permutationinvariant":[55],"representations":[56],"WSIs.":[58],"A":[59],"key":[60],"innovation":[61],"our":[63],"method":[64],"ability":[67],"distill":[69],"complex":[71],"information":[72],"an":[74],"entire":[75],"WSI":[76,98],"into":[77],"single":[79],"vector,":[80],"effectively":[81,120],"capturing":[82],"essential":[84],"features":[85],"needed":[86],"accurate":[88,102],"analysis.":[89],"This":[90,112],"significantly":[92],"enhances":[93],"efficiency":[96],"analysis,":[99],"enabling":[100],"more":[101,136],"pathological":[103],"assessments":[104],"without":[105],"need":[107],"extensive":[109],"resources.":[111],"breakthrough":[113],"equips":[114],"us":[115],"with":[116],"capability":[118],"address":[121],"posed":[124],"large":[126],"image":[127],"resolutions":[128],"in":[129,143,152],"whole-slide":[130],"imaging,":[131],"paving":[132],"way":[134],"scalable":[137],"effective":[139],"utilization":[140],"medical":[144],"diagnostics":[145],"research,":[147],"marking":[148],"advancement":[151],"field.":[154]},"counts_by_year":[],"updated_date":"2025-12-23T23:11:35.936235","created_date":"2025-10-10T00:00:00"}