{"id":"https://openalex.org/W4414563203","doi":"https://doi.org/10.1007/978-3-032-06329-8_24","title":"Anatomically Constrained Transformers for\u00a0Cardiac Amyloidosis Classification","display_name":"Anatomically Constrained Transformers for\u00a0Cardiac Amyloidosis Classification","publication_year":2025,"publication_date":"2025-09-26","ids":{"openalex":"https://openalex.org/W4414563203","doi":"https://doi.org/10.1007/978-3-032-06329-8_24"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-032-06329-8_24","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-032-06329-8_24","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,"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"},"type":"book-chapter","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/A5030654924","display_name":"Alexander Thorley","orcid":null},"institutions":[{"id":"https://openalex.org/I79619799","display_name":"University of Birmingham","ror":"https://ror.org/03angcq70","country_code":"GB","type":"education","lineage":["https://openalex.org/I79619799"]}],"countries":["GB"],"is_corresponding":true,"raw_author_name":"Alexander Thorley","raw_affiliation_strings":["School of Computer Science, University of Birmingham, Birmingham, UK","Ultromics Ltd., Oxford, UK"],"affiliations":[{"raw_affiliation_string":"School of Computer Science, University of Birmingham, Birmingham, UK","institution_ids":["https://openalex.org/I79619799"]},{"raw_affiliation_string":"Ultromics Ltd., Oxford, UK","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5021375315","display_name":"Agis Chartsias","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Agis Chartsias","raw_affiliation_strings":["Ultromics Ltd., Oxford, UK"],"affiliations":[{"raw_affiliation_string":"Ultromics Ltd., Oxford, UK","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5002689169","display_name":"Jordan B. Strom","orcid":"https://orcid.org/0000-0002-6592-6141"},"institutions":[{"id":"https://openalex.org/I1316535847","display_name":"Beth Israel Deaconess Medical Center","ror":"https://ror.org/04drvxt59","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I1316535847"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Jordan Strom","raw_affiliation_strings":["Beth Israel Deaconess Medical Center, Boston, MA, USA"],"affiliations":[{"raw_affiliation_string":"Beth Israel Deaconess Medical Center, Boston, MA, USA","institution_ids":["https://openalex.org/I1316535847"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5049765310","display_name":"Roberto M. Lang","orcid":"https://orcid.org/0000-0003-3723-1577"},"institutions":[{"id":"https://openalex.org/I40347166","display_name":"University of Chicago","ror":"https://ror.org/024mw5h28","country_code":"US","type":"education","lineage":["https://openalex.org/I40347166"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Roberto Lang","raw_affiliation_strings":["University of Chicago, Chicago, USA"],"affiliations":[{"raw_affiliation_string":"University of Chicago, Chicago, USA","institution_ids":["https://openalex.org/I40347166"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5081356178","display_name":"Jeremy Slivnick","orcid":"https://orcid.org/0000-0002-2327-4544"},"institutions":[{"id":"https://openalex.org/I40347166","display_name":"University of Chicago","ror":"https://ror.org/024mw5h28","country_code":"US","type":"education","lineage":["https://openalex.org/I40347166"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Jeremy Slivnick","raw_affiliation_strings":["University of Chicago, Chicago, USA"],"affiliations":[{"raw_affiliation_string":"University of Chicago, Chicago, USA","institution_ids":["https://openalex.org/I40347166"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5049226897","display_name":"Jamie M. O\u2019Driscoll","orcid":"https://orcid.org/0000-0002-5923-4798"},"institutions":[{"id":"https://openalex.org/I153648349","display_name":"University of Leicester","ror":"https://ror.org/04h699437","country_code":"GB","type":"education","lineage":["https://openalex.org/I153648349"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Jamie O\u2019Driscoll","raw_affiliation_strings":["Diabetes Research Centre, University of Leicester, Leicester, UK"],"affiliations":[{"raw_affiliation_string":"Diabetes Research Centre, University of Leicester, Leicester, UK","institution_ids":["https://openalex.org/I153648349"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103275262","display_name":"Rajan Sharma","orcid":"https://orcid.org/0000-0002-4411-9455"},"institutions":[{"id":"https://openalex.org/I2801196673","display_name":"St George\u2019s University Hospitals NHS Foundation Trust","ror":"https://ror.org/039zedc16","country_code":"GB","type":"healthcare","lineage":["https://openalex.org/I2801196673"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Rajan Sharma","raw_affiliation_strings":["St George\u2019s University Hospitals NHS Foundation Trust, London, UK"],"affiliations":[{"raw_affiliation_string":"St George\u2019s University Hospitals NHS Foundation Trust, London, UK","institution_ids":["https://openalex.org/I2801196673"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5001334787","display_name":"Dipak Kotecha","orcid":"https://orcid.org/0000-0002-2570-9812"},"institutions":[{"id":"https://openalex.org/I79619799","display_name":"University of Birmingham","ror":"https://ror.org/03angcq70","country_code":"GB","type":"education","lineage":["https://openalex.org/I79619799"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Dipak Kotecha","raw_affiliation_strings":["Institute of Cardiovascular Sciences, University of Birmingham, Birmingham, UK"],"affiliations":[{"raw_affiliation_string":"Institute of Cardiovascular Sciences, University of Birmingham, Birmingham, UK","institution_ids":["https://openalex.org/I79619799"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5078754523","display_name":"Jinming Duan","orcid":"https://orcid.org/0000-0002-5108-2128"},"institutions":[{"id":"https://openalex.org/I79619799","display_name":"University of Birmingham","ror":"https://ror.org/03angcq70","country_code":"GB","type":"education","lineage":["https://openalex.org/I79619799"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Jinming Duan","raw_affiliation_strings":["School of Computer Science, University of Birmingham, Birmingham, UK"],"affiliations":[{"raw_affiliation_string":"School of Computer Science, University of Birmingham, Birmingham, UK","institution_ids":["https://openalex.org/I79619799"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5030694361","display_name":"Alberto G\u00f3mez","orcid":"https://orcid.org/0000-0002-7897-7589"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Alberto Gomez","raw_affiliation_strings":["Ultromics Ltd., Oxford, UK"],"affiliations":[{"raw_affiliation_string":"Ultromics Ltd., Oxford, UK","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":10,"corresponding_author_ids":["https://openalex.org/A5030654924"],"corresponding_institution_ids":["https://openalex.org/I79619799"],"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":0.47031564,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"248","last_page":"257"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11305","display_name":"Amyloidosis: Diagnosis, Treatment, Outcomes","score":0.9998000264167786,"subfield":{"id":"https://openalex.org/subfields/1312","display_name":"Molecular Biology"},"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/T11305","display_name":"Amyloidosis: Diagnosis, Treatment, Outcomes","score":0.9998000264167786,"subfield":{"id":"https://openalex.org/subfields/1312","display_name":"Molecular Biology"},"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/T10516","display_name":"Parathyroid Disorders and Treatments","score":0.9850000143051147,"subfield":{"id":"https://openalex.org/subfields/2727","display_name":"Nephrology"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T10217","display_name":"Cardiac electrophysiology and arrhythmias","score":0.9786999821662903,"subfield":{"id":"https://openalex.org/subfields/2705","display_name":"Cardiology and Cardiovascular Medicine"},"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/autoencoder","display_name":"Autoencoder","score":0.7497000098228455},{"id":"https://openalex.org/keywords/cardiac-amyloidosis","display_name":"Cardiac amyloidosis","score":0.5633000135421753},{"id":"https://openalex.org/keywords/transformer","display_name":"Transformer","score":0.5548999905586243},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.5148000121116638},{"id":"https://openalex.org/keywords/convolutional-neural-network","display_name":"Convolutional neural network","score":0.48570001125335693},{"id":"https://openalex.org/keywords/amyloidosis","display_name":"Amyloidosis","score":0.41830000281333923},{"id":"https://openalex.org/keywords/contextual-image-classification","display_name":"Contextual image classification","score":0.367000013589859},{"id":"https://openalex.org/keywords/constraint","display_name":"Constraint (computer-aided design)","score":0.35670000314712524}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7785999774932861},{"id":"https://openalex.org/C101738243","wikidata":"https://www.wikidata.org/wiki/Q786435","display_name":"Autoencoder","level":3,"score":0.7497000098228455},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6875},{"id":"https://openalex.org/C2777607188","wikidata":"https://www.wikidata.org/wiki/Q5038315","display_name":"Cardiac amyloidosis","level":3,"score":0.5633000135421753},{"id":"https://openalex.org/C66322947","wikidata":"https://www.wikidata.org/wiki/Q11658","display_name":"Transformer","level":3,"score":0.5548999905586243},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.5148000121116638},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.48570001125335693},{"id":"https://openalex.org/C2779951007","wikidata":"https://www.wikidata.org/wiki/Q816798","display_name":"Amyloidosis","level":2,"score":0.41830000281333923},{"id":"https://openalex.org/C75294576","wikidata":"https://www.wikidata.org/wiki/Q5165192","display_name":"Contextual image classification","level":3,"score":0.367000013589859},{"id":"https://openalex.org/C2776036281","wikidata":"https://www.wikidata.org/wiki/Q48769818","display_name":"Constraint (computer-aided design)","level":2,"score":0.35670000314712524},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.3287999927997589},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.3253999948501587},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.31850001215934753},{"id":"https://openalex.org/C31601959","wikidata":"https://www.wikidata.org/wiki/Q931309","display_name":"Medical imaging","level":2,"score":0.2996000051498413},{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.2962000072002411},{"id":"https://openalex.org/C65185188","wikidata":"https://www.wikidata.org/wiki/Q107775","display_name":"Streak","level":2,"score":0.28110000491142273},{"id":"https://openalex.org/C2778818243","wikidata":"https://www.wikidata.org/wiki/Q899552","display_name":"Optical coherence tomography","level":2,"score":0.2743000090122223},{"id":"https://openalex.org/C2984842247","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep neural networks","level":3,"score":0.272599995136261},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.2687999904155731},{"id":"https://openalex.org/C141379421","wikidata":"https://www.wikidata.org/wiki/Q6094427","display_name":"Iterative reconstruction","level":2,"score":0.2630000114440918},{"id":"https://openalex.org/C57273362","wikidata":"https://www.wikidata.org/wiki/Q576722","display_name":"Decoding methods","level":2,"score":0.257999986410141}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-032-06329-8_24","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-032-06329-8_24","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,"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":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":18,"referenced_works":["https://openalex.org/W2606388400","https://openalex.org/W2801357935","https://openalex.org/W3159481202","https://openalex.org/W3163032277","https://openalex.org/W3173177752","https://openalex.org/W3176114856","https://openalex.org/W3206950749","https://openalex.org/W4214612132","https://openalex.org/W4285809711","https://openalex.org/W4310112905","https://openalex.org/W4312142593","https://openalex.org/W4313156423","https://openalex.org/W4387640641","https://openalex.org/W4391326114","https://openalex.org/W4403072026","https://openalex.org/W4403139151","https://openalex.org/W4403375689","https://openalex.org/W4411408487"],"related_works":[],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
