{"id":"https://openalex.org/W2940896585","doi":"https://doi.org/10.1007/978-3-030-32239-7_20","title":"Multi-scale Microaneurysms Segmentation Using Embedding Triplet Loss","display_name":"Multi-scale Microaneurysms Segmentation Using Embedding Triplet Loss","publication_year":2019,"publication_date":"2019-01-01","ids":{"openalex":"https://openalex.org/W2940896585","doi":"https://doi.org/10.1007/978-3-030-32239-7_20","mag":"2940896585"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-030-32239-7_20","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-32239-7_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,"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":"preprint","indexed_in":["arxiv","crossref","datacite"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://arxiv.org/pdf/1904.12732","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5085981022","display_name":"Mhd Hasan Sarhan","orcid":"https://orcid.org/0000-0003-0473-5461"},"institutions":[{"id":"https://openalex.org/I1302207122","display_name":"Carl Zeiss (Germany)","ror":"https://ror.org/02mp31p96","country_code":"DE","type":"company","lineage":["https://openalex.org/I1302207122"]},{"id":"https://openalex.org/I62916508","display_name":"Technical University of Munich","ror":"https://ror.org/02kkvpp62","country_code":"DE","type":"education","lineage":["https://openalex.org/I62916508"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Mhd Hasan Sarhan","raw_affiliation_strings":["Carl Zeiss Meditec AG, Munich, Germany","Computer Aided Medical Procedures, Technical University of Munich, Munich, Germany","[Computer Aided Medical Procedures, Technical University of Munich, Munich, Germany]"],"raw_orcid":"https://orcid.org/0000-0003-0473-5461","affiliations":[{"raw_affiliation_string":"Carl Zeiss Meditec AG, Munich, Germany","institution_ids":["https://openalex.org/I1302207122"]},{"raw_affiliation_string":"Computer Aided Medical Procedures, Technical University of Munich, Munich, Germany","institution_ids":["https://openalex.org/I62916508"]},{"raw_affiliation_string":"[Computer Aided Medical Procedures, Technical University of Munich, Munich, Germany]","institution_ids":["https://openalex.org/I62916508"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5038615871","display_name":"Shadi Albarqouni","orcid":"https://orcid.org/0000-0003-2157-2211"},"institutions":[{"id":"https://openalex.org/I62916508","display_name":"Technical University of Munich","ror":"https://ror.org/02kkvpp62","country_code":"DE","type":"education","lineage":["https://openalex.org/I62916508"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Shadi Albarqouni","raw_affiliation_strings":["Computer Aided Medical Procedures, Technical University of Munich, Munich, Germany","[Computer Aided Medical Procedures, Technical University of Munich, Munich, Germany]"],"raw_orcid":"https://orcid.org/0000-0003-2157-2211","affiliations":[{"raw_affiliation_string":"Computer Aided Medical Procedures, Technical University of Munich, Munich, Germany","institution_ids":["https://openalex.org/I62916508"]},{"raw_affiliation_string":"[Computer Aided Medical Procedures, Technical University of Munich, Munich, Germany]","institution_ids":["https://openalex.org/I62916508"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5049676463","display_name":"Mehmet Yi\u011fitsoy","orcid":"https://orcid.org/0000-0001-6598-0933"},"institutions":[{"id":"https://openalex.org/I1302207122","display_name":"Carl Zeiss (Germany)","ror":"https://ror.org/02mp31p96","country_code":"DE","type":"company","lineage":["https://openalex.org/I1302207122"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Mehmet Yigitsoy","raw_affiliation_strings":["Carl Zeiss Meditec AG, Munich, Germany"],"raw_orcid":"https://orcid.org/0000-0001-6598-0933","affiliations":[{"raw_affiliation_string":"Carl Zeiss Meditec AG, Munich, Germany","institution_ids":["https://openalex.org/I1302207122"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5046896448","display_name":"Nassir Navab","orcid":"https://orcid.org/0000-0002-6032-5611"},"institutions":[{"id":"https://openalex.org/I145311948","display_name":"Johns Hopkins University","ror":"https://ror.org/00za53h95","country_code":"US","type":"education","lineage":["https://openalex.org/I145311948"]},{"id":"https://openalex.org/I62916508","display_name":"Technical University of Munich","ror":"https://ror.org/02kkvpp62","country_code":"DE","type":"education","lineage":["https://openalex.org/I62916508"]}],"countries":["DE","US"],"is_corresponding":false,"raw_author_name":"Nassir Navab","raw_affiliation_strings":["Computer Aided Medical Procedures, Johns Hopkins University, Baltimore, USA","Computer Aided Medical Procedures, Technical University of Munich, Munich, Germany","[Computer Aided Medical Procedures, Technical University of Munich, Munich, Germany]"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Computer Aided Medical Procedures, Johns Hopkins University, Baltimore, USA","institution_ids":["https://openalex.org/I145311948"]},{"raw_affiliation_string":"Computer Aided Medical Procedures, Technical University of Munich, Munich, Germany","institution_ids":["https://openalex.org/I62916508"]},{"raw_affiliation_string":"[Computer Aided Medical Procedures, Technical University of Munich, Munich, Germany]","institution_ids":["https://openalex.org/I62916508"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5074713950","display_name":"Abouzar Eslami","orcid":"https://orcid.org/0000-0001-8511-5541"},"institutions":[{"id":"https://openalex.org/I1302207122","display_name":"Carl Zeiss (Germany)","ror":"https://ror.org/02mp31p96","country_code":"DE","type":"company","lineage":["https://openalex.org/I1302207122"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Abouzar Eslami","raw_affiliation_strings":["Carl Zeiss Meditec AG, Munich, Germany"],"raw_orcid":"https://orcid.org/0000-0001-8511-5541","affiliations":[{"raw_affiliation_string":"Carl Zeiss Meditec AG, Munich, Germany","institution_ids":["https://openalex.org/I1302207122"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":1.9483,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.8790932,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"174","last_page":"182"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11438","display_name":"Retinal Imaging and Analysis","score":1.0,"subfield":{"id":"https://openalex.org/subfields/2741","display_name":"Radiology, Nuclear Medicine and Imaging"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},"topics":[{"id":"https://openalex.org/T11438","display_name":"Retinal Imaging and Analysis","score":1.0,"subfield":{"id":"https://openalex.org/subfields/2741","display_name":"Radiology, Nuclear Medicine and Imaging"},"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/T10170","display_name":"Retinal Diseases and Treatments","score":0.9930999875068665,"subfield":{"id":"https://openalex.org/subfields/2731","display_name":"Ophthalmology"},"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/T12599","display_name":"Retinal and Optic Conditions","score":0.9886000156402588,"subfield":{"id":"https://openalex.org/subfields/2731","display_name":"Ophthalmology"},"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/discriminative-model","display_name":"Discriminative model","score":0.8129108548164368},{"id":"https://openalex.org/keywords/segmentation","display_name":"Segmentation","score":0.7427376508712769},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.7358787655830383},{"id":"https://openalex.org/keywords/embedding","display_name":"Embedding","score":0.7254600524902344},{"id":"https://openalex.org/keywords/convolutional-neural-network","display_name":"Convolutional neural network","score":0.6370433568954468},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6340368986129761},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.6204698085784912},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.5872135162353516},{"id":"https://openalex.org/keywords/fundus","display_name":"Fundus (uterus)","score":0.5284138917922974},{"id":"https://openalex.org/keywords/diabetic-retinopathy","display_name":"Diabetic retinopathy","score":0.4661010503768921},{"id":"https://openalex.org/keywords/image-segmentation","display_name":"Image segmentation","score":0.4233669936656952},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.0750531256198883},{"id":"https://openalex.org/keywords/diabetes-mellitus","display_name":"Diabetes mellitus","score":0.0673685073852539},{"id":"https://openalex.org/keywords/ophthalmology","display_name":"Ophthalmology","score":0.06464266777038574}],"concepts":[{"id":"https://openalex.org/C97931131","wikidata":"https://www.wikidata.org/wiki/Q5282087","display_name":"Discriminative model","level":2,"score":0.8129108548164368},{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.7427376508712769},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.7358787655830383},{"id":"https://openalex.org/C41608201","wikidata":"https://www.wikidata.org/wiki/Q980509","display_name":"Embedding","level":2,"score":0.7254600524902344},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.6370433568954468},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6340368986129761},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.6204698085784912},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.5872135162353516},{"id":"https://openalex.org/C2776391266","wikidata":"https://www.wikidata.org/wiki/Q9612","display_name":"Fundus (uterus)","level":2,"score":0.5284138917922974},{"id":"https://openalex.org/C2779829184","wikidata":"https://www.wikidata.org/wiki/Q631361","display_name":"Diabetic retinopathy","level":3,"score":0.4661010503768921},{"id":"https://openalex.org/C124504099","wikidata":"https://www.wikidata.org/wiki/Q56933","display_name":"Image segmentation","level":3,"score":0.4233669936656952},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.0750531256198883},{"id":"https://openalex.org/C555293320","wikidata":"https://www.wikidata.org/wiki/Q12206","display_name":"Diabetes mellitus","level":2,"score":0.0673685073852539},{"id":"https://openalex.org/C118487528","wikidata":"https://www.wikidata.org/wiki/Q161437","display_name":"Ophthalmology","level":1,"score":0.06464266777038574},{"id":"https://openalex.org/C134018914","wikidata":"https://www.wikidata.org/wiki/Q162606","display_name":"Endocrinology","level":1,"score":0.0}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.1007/978-3-030-32239-7_20","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-32239-7_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,"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"},{"id":"pmh:oai:arXiv.org:1904.12732","is_oa":true,"landing_page_url":"http://arxiv.org/abs/1904.12732","pdf_url":"https://arxiv.org/pdf/1904.12732","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"text"},{"id":"mag:2940896585","is_oa":true,"landing_page_url":"https://arxiv.org/abs/1904.12732","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"arXiv (Cornell University)","raw_type":null},{"id":"doi:10.48550/arxiv.1904.12732","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.1904.12732","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":null,"raw_source_name":null,"raw_type":"Preprint"}],"best_oa_location":{"id":"pmh:oai:arXiv.org:1904.12732","is_oa":true,"landing_page_url":"http://arxiv.org/abs/1904.12732","pdf_url":"https://arxiv.org/pdf/1904.12732","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"text"},"sustainable_development_goals":[{"score":0.7699999809265137,"id":"https://metadata.un.org/sdg/10","display_name":"Reduced inequalities"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":18,"referenced_works":["https://openalex.org/W1522301498","https://openalex.org/W1665214252","https://openalex.org/W1762163599","https://openalex.org/W1909903157","https://openalex.org/W1915008606","https://openalex.org/W2094646395","https://openalex.org/W2096733369","https://openalex.org/W2127589108","https://openalex.org/W2194775991","https://openalex.org/W2344912502","https://openalex.org/W2508741746","https://openalex.org/W2557406251","https://openalex.org/W2598442119","https://openalex.org/W2625396475","https://openalex.org/W2784652774","https://openalex.org/W2962914239","https://openalex.org/W3099206234","https://openalex.org/W3103919331"],"related_works":["https://openalex.org/W3162090249","https://openalex.org/W2941524851","https://openalex.org/W3211477467","https://openalex.org/W2595707789","https://openalex.org/W2055697855","https://openalex.org/W2204605857","https://openalex.org/W2050415792","https://openalex.org/W2997787163","https://openalex.org/W3038707731","https://openalex.org/W3091259966","https://openalex.org/W2790697452","https://openalex.org/W3169741450","https://openalex.org/W2607154611","https://openalex.org/W2995372873","https://openalex.org/W2379842082","https://openalex.org/W3002769598","https://openalex.org/W1985546985","https://openalex.org/W2974443902","https://openalex.org/W2772978751","https://openalex.org/W2890980329"],"abstract_inverted_index":null,"counts_by_year":[{"year":2021,"cited_by_count":4},{"year":2020,"cited_by_count":1}],"updated_date":"2026-07-01T08:55:40.977307","created_date":"2025-10-10T00:00:00"}