{"id":"https://openalex.org/W4389240790","doi":"https://doi.org/10.1007/978-3-031-48593-0_21","title":"ToFi-ML: Retinal Image Screening with\u00a0Topological Machine Learning","display_name":"ToFi-ML: Retinal Image Screening with\u00a0Topological Machine Learning","publication_year":2023,"publication_date":"2023-12-01","ids":{"openalex":"https://openalex.org/W4389240790","doi":"https://doi.org/10.1007/978-3-031-48593-0_21"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-031-48593-0_21","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-48593-0_21","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/A5101957611","display_name":"Faisal Ahmed","orcid":"https://orcid.org/0009-0006-5784-5911"},"institutions":[{"id":"https://openalex.org/I162577319","display_name":"The University of Texas at Dallas","ror":"https://ror.org/049emcs32","country_code":"US","type":"education","lineage":["https://openalex.org/I162577319"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Faisal Ahmed","raw_affiliation_strings":["University of Texas at Dallas, Richardson, TX, 75080, USA"],"affiliations":[{"raw_affiliation_string":"University of Texas at Dallas, Richardson, TX, 75080, USA","institution_ids":["https://openalex.org/I162577319"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5013695426","display_name":"Bar\u0131\u015f Co\u015fkunuzer","orcid":"https://orcid.org/0000-0001-7462-8819"},"institutions":[{"id":"https://openalex.org/I162577319","display_name":"The University of Texas at Dallas","ror":"https://ror.org/049emcs32","country_code":"US","type":"education","lineage":["https://openalex.org/I162577319"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Baris Coskunuzer","raw_affiliation_strings":["University of Texas at Dallas, Richardson, TX, 75080, USA"],"affiliations":[{"raw_affiliation_string":"University of Texas at Dallas, Richardson, TX, 75080, USA","institution_ids":["https://openalex.org/I162577319"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5101957611"],"corresponding_institution_ids":["https://openalex.org/I162577319"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":3.4801,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.93740184,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":97,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"281","last_page":"297"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11438","display_name":"Retinal Imaging and Analysis","score":0.9955000281333923,"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":0.9955000281333923,"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/T10250","display_name":"Glaucoma and retinal disorders","score":0.9919000267982483,"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/T10170","display_name":"Retinal Diseases and Treatments","score":0.9915000200271606,"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/interpretability","display_name":"Interpretability","score":0.8350282907485962},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.762592613697052},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.717544674873352},{"id":"https://openalex.org/keywords/fundus","display_name":"Fundus (uterus)","score":0.5642839670181274},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.49118706583976746},{"id":"https://openalex.org/keywords/field","display_name":"Field (mathematics)","score":0.48185598850250244},{"id":"https://openalex.org/keywords/diabetic-retinopathy","display_name":"Diabetic retinopathy","score":0.4551049470901489},{"id":"https://openalex.org/keywords/reliability","display_name":"Reliability (semiconductor)","score":0.44756215810775757},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.4353303611278534},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.3837137222290039},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.2059682309627533},{"id":"https://openalex.org/keywords/ophthalmology","display_name":"Ophthalmology","score":0.15111181139945984},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.08000698685646057}],"concepts":[{"id":"https://openalex.org/C2781067378","wikidata":"https://www.wikidata.org/wiki/Q17027399","display_name":"Interpretability","level":2,"score":0.8350282907485962},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.762592613697052},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.717544674873352},{"id":"https://openalex.org/C2776391266","wikidata":"https://www.wikidata.org/wiki/Q9612","display_name":"Fundus (uterus)","level":2,"score":0.5642839670181274},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.49118706583976746},{"id":"https://openalex.org/C9652623","wikidata":"https://www.wikidata.org/wiki/Q190109","display_name":"Field (mathematics)","level":2,"score":0.48185598850250244},{"id":"https://openalex.org/C2779829184","wikidata":"https://www.wikidata.org/wiki/Q631361","display_name":"Diabetic retinopathy","level":3,"score":0.4551049470901489},{"id":"https://openalex.org/C43214815","wikidata":"https://www.wikidata.org/wiki/Q7310987","display_name":"Reliability (semiconductor)","level":3,"score":0.44756215810775757},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.4353303611278534},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3837137222290039},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.2059682309627533},{"id":"https://openalex.org/C118487528","wikidata":"https://www.wikidata.org/wiki/Q161437","display_name":"Ophthalmology","level":1,"score":0.15111181139945984},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.08000698685646057},{"id":"https://openalex.org/C202444582","wikidata":"https://www.wikidata.org/wiki/Q837863","display_name":"Pure mathematics","level":1,"score":0.0},{"id":"https://openalex.org/C555293320","wikidata":"https://www.wikidata.org/wiki/Q12206","display_name":"Diabetes mellitus","level":2,"score":0.0},{"id":"https://openalex.org/C163258240","wikidata":"https://www.wikidata.org/wiki/Q25342","display_name":"Power (physics)","level":2,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C134018914","wikidata":"https://www.wikidata.org/wiki/Q162606","display_name":"Endocrinology","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-031-48593-0_21","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-48593-0_21","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":52,"referenced_works":["https://openalex.org/W1528911722","https://openalex.org/W1573294007","https://openalex.org/W1753705553","https://openalex.org/W2003660259","https://openalex.org/W2018665430","https://openalex.org/W2136883589","https://openalex.org/W2154477220","https://openalex.org/W2158698691","https://openalex.org/W2345010043","https://openalex.org/W2502390809","https://openalex.org/W2527487499","https://openalex.org/W2761733590","https://openalex.org/W2798991696","https://openalex.org/W2800788706","https://openalex.org/W2890000491","https://openalex.org/W2898192966","https://openalex.org/W2942760134","https://openalex.org/W2948467580","https://openalex.org/W2963298074","https://openalex.org/W2965408167","https://openalex.org/W2979579363","https://openalex.org/W2980929630","https://openalex.org/W2981699788","https://openalex.org/W3006726090","https://openalex.org/W3014603530","https://openalex.org/W3032728079","https://openalex.org/W3035517588","https://openalex.org/W3045700869","https://openalex.org/W3098455240","https://openalex.org/W3103855452","https://openalex.org/W3122431193","https://openalex.org/W3152497941","https://openalex.org/W3153351689","https://openalex.org/W3156832349","https://openalex.org/W3172550365","https://openalex.org/W3176580834","https://openalex.org/W3202868818","https://openalex.org/W3203886254","https://openalex.org/W4205124866","https://openalex.org/W4213033583","https://openalex.org/W4220792848","https://openalex.org/W4220821604","https://openalex.org/W4221138790","https://openalex.org/W4225271072","https://openalex.org/W4229451621","https://openalex.org/W4285151677","https://openalex.org/W4300463303","https://openalex.org/W4313454653","https://openalex.org/W4366540530","https://openalex.org/W6610707534","https://openalex.org/W6675354045","https://openalex.org/W6963947099"],"related_works":["https://openalex.org/W1980571360","https://openalex.org/W186124986","https://openalex.org/W3176448898","https://openalex.org/W3167510834","https://openalex.org/W4379115808","https://openalex.org/W3207986206","https://openalex.org/W2429379476","https://openalex.org/W1979866946","https://openalex.org/W4226141369","https://openalex.org/W3081392993"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":4}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}