{"id":"https://openalex.org/W4414368685","doi":"https://doi.org/10.1007/978-3-032-05169-1_20","title":"Finer Disentanglement of Aleatoric Uncertainty Can Accelerate Chemical Histopathology Imaging","display_name":"Finer Disentanglement of Aleatoric Uncertainty Can Accelerate Chemical Histopathology Imaging","publication_year":2025,"publication_date":"2025-09-19","ids":{"openalex":"https://openalex.org/W4414368685","doi":"https://doi.org/10.1007/978-3-032-05169-1_20"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-032-05169-1_20","doi":"https://doi.org/10.1007/978-3-032-05169-1_20","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-032-05169-1_20","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","jufo-1","ki-jl-1","norway-1","vabb-shw"],"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":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"},"volume":{"id":"https://openalex.org/W4414368715","display_name":"Medical Image Computing and Computer Assisted Intervention \u2013 MICCAI 2025"},"type":"conference-paper","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/A5061806967","display_name":"Ji-Hun Oh","orcid":"https://orcid.org/0000-0002-7341-9158","observed_orcids":["https://orcid.org/0000-0002-7341-9158"]},"institutions":[{"id":"https://openalex.org/I157725225","display_name":"University of Illinois Urbana-Champaign","ror":"https://ror.org/047426m28","country_code":"US","type":"education","lineage":["https://openalex.org/I157725225"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Ji-Hun Oh","raw_affiliation_strings":["University of Illinois Urbana-Champaign, Urbana, IL, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Illinois Urbana-Champaign, Urbana, IL, USA","institution_ids":["https://openalex.org/I157725225"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5056357448","display_name":"Kianoush Falahkheirkhah","orcid":"https://orcid.org/0000-0003-2781-2693","observed_orcids":["https://orcid.org/0000-0003-2781-2693"]},"institutions":[{"id":"https://openalex.org/I157725225","display_name":"University of Illinois Urbana-Champaign","ror":"https://ror.org/047426m28","country_code":"US","type":"education","lineage":["https://openalex.org/I157725225"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Kianoush Falahkheirkhah","raw_affiliation_strings":["University of Illinois Urbana-Champaign, Urbana, IL, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Illinois Urbana-Champaign, Urbana, IL, USA","institution_ids":["https://openalex.org/I157725225"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5023245938","display_name":"Rohit Bhargava","orcid":"https://orcid.org/0000-0001-7360-994X","observed_orcids":["https://orcid.org/0000-0001-7360-994X"]},"institutions":[{"id":"https://openalex.org/I157725225","display_name":"University of Illinois Urbana-Champaign","ror":"https://ror.org/047426m28","country_code":"US","type":"education","lineage":["https://openalex.org/I157725225"]},{"id":"https://openalex.org/I4396570630","display_name":"Chan Zuckerberg Biohub Chicago","ror":"https://ror.org/014nxkk19","country_code":"US","type":"facility","lineage":["https://openalex.org/I111979921","https://openalex.org/I157725225","https://openalex.org/I40347166","https://openalex.org/I4210121800","https://openalex.org/I4396570630"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Rohit Bhargava","raw_affiliation_strings":["CZ Biohub Chicago, LLC, Chicago, IL, USA","University of Illinois Urbana-Champaign, Urbana, IL, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"CZ Biohub Chicago, LLC, Chicago, IL, USA","institution_ids":["https://openalex.org/I4396570630"]},{"raw_affiliation_string":"University of Illinois Urbana-Champaign, Urbana, IL, USA","institution_ids":["https://openalex.org/I157725225"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5023245938"],"corresponding_institution_ids":["https://openalex.org/I157725225","https://openalex.org/I4396570630"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.40221187,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"202","last_page":"212"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11324","display_name":"Spectroscopy Techniques in Biomedical and Chemical Research","score":0.7368000149726868,"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"}},"topics":[{"id":"https://openalex.org/T11324","display_name":"Spectroscopy Techniques in Biomedical and Chemical Research","score":0.7368000149726868,"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/T10862","display_name":"AI in cancer detection","score":0.1298000067472458,"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/T10640","display_name":"Spectroscopy and Chemometric Analyses","score":0.05979999899864197,"subfield":{"id":"https://openalex.org/subfields/1602","display_name":"Analytical Chemistry"},"field":{"id":"https://openalex.org/fields/16","display_name":"Chemistry"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/aleatoric-uncertainty","display_name":"aleatoric uncertainty","score":0.984000027179718},{"id":"https://openalex.org/keywords/label-free-chemical-imaging","display_name":"label-free chemical imaging","score":0.9079999923706055},{"id":"https://openalex.org/keywords/infrared-spectroscopic-imaging","display_name":"infrared spectroscopic imaging","score":0.8880000114440918},{"id":"https://openalex.org/keywords/breast-tissue","display_name":"breast tissue","score":0.625},{"id":"https://openalex.org/keywords/digital-pathology","display_name":"digital pathology","score":0.8650000095367432}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7354000210762024},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.46889999508857727},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.4000999927520752},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.37709999084472656},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.3547999858856201},{"id":"https://openalex.org/C31601959","wikidata":"https://www.wikidata.org/wiki/Q931309","display_name":"Medical imaging","level":2,"score":0.3479999899864197},{"id":"https://openalex.org/C9417928","wikidata":"https://www.wikidata.org/wiki/Q1070689","display_name":"Image processing","level":3,"score":0.28380000591278076},{"id":"https://openalex.org/C544855455","wikidata":"https://www.wikidata.org/wiki/Q1070952","display_name":"Histopathology","level":2,"score":0.25369998812675476},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.2533000111579895},{"id":"https://openalex.org/C104267543","wikidata":"https://www.wikidata.org/wiki/Q208163","display_name":"Signal processing","level":3,"score":0.23520000278949738}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-032-05169-1_20","doi":"https://doi.org/10.1007/978-3-032-05169-1_20","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-032-05169-1_20","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","jufo-1","ki-jl-1","norway-1","vabb-shw"],"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":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"}],"best_oa_location":null,"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":23,"referenced_works":["https://openalex.org/W2150377199","https://openalex.org/W2771842941","https://openalex.org/W2805890045","https://openalex.org/W2892479404","https://openalex.org/W2963351448","https://openalex.org/W3014596384","https://openalex.org/W3112906266","https://openalex.org/W3117626355","https://openalex.org/W3121064530","https://openalex.org/W3150406472","https://openalex.org/W3204221214","https://openalex.org/W4283810514","https://openalex.org/W4312457031","https://openalex.org/W4313546446","https://openalex.org/W4319299833","https://openalex.org/W4321232185","https://openalex.org/W4366137380","https://openalex.org/W4380487448","https://openalex.org/W4386065840","https://openalex.org/W4392908922","https://openalex.org/W4393157174","https://openalex.org/W4399258783","https://openalex.org/W4403069700"],"related_works":["https://openalex.org/W4206309545","https://openalex.org/W3212483737","https://openalex.org/W4366137380","https://openalex.org/W4417090031","https://openalex.org/W7162307071","https://openalex.org/W2079656689","https://openalex.org/W2324484454","https://openalex.org/W7161835099","https://openalex.org/W2156444843","https://openalex.org/W4295917523"],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2026-10-27T15:51:10.671819","created_date":"2025-10-10T00:00:00"}