{"id":"https://openalex.org/W4405795033","doi":"https://doi.org/10.1007/978-3-031-72524-1_9","title":"Smart Healthcare System for Detection of Diabetic Retinopathy Using Transfer Learning","display_name":"Smart Healthcare System for Detection of Diabetic Retinopathy Using Transfer Learning","publication_year":2024,"publication_date":"2024-01-01","ids":{"openalex":"https://openalex.org/W4405795033","doi":"https://doi.org/10.1007/978-3-031-72524-1_9"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-031-72524-1_9","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-72524-1_9","pdf_url":null,"source":{"id":"https://openalex.org/S4393917809","display_name":"Lecture notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering","issn_l":"1867-8211","issn":["1867-8211","1867-822X"],"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering","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/A5017145718","display_name":"Pooja Ranjan","orcid":null},"institutions":[{"id":"https://openalex.org/I11793825","display_name":"National Institute of Technology Patna","ror":"https://ror.org/056wyhh33","country_code":"IN","type":"education","lineage":["https://openalex.org/I11793825","https://openalex.org/I4210152752"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Pooja Ranjan","raw_affiliation_strings":["Department of Electronics and Communication Engineering, National Institute of Technology Patna, Patna, Bihar, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electronics and Communication Engineering, National Institute of Technology Patna, Patna, Bihar, India","institution_ids":["https://openalex.org/I11793825"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5034498620","display_name":"Shubham Kumar","orcid":"https://orcid.org/0009-0009-8289-2236"},"institutions":[{"id":"https://openalex.org/I11793825","display_name":"National Institute of Technology Patna","ror":"https://ror.org/056wyhh33","country_code":"IN","type":"education","lineage":["https://openalex.org/I11793825","https://openalex.org/I4210152752"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Shubham Kumar","raw_affiliation_strings":["Department of Electronics and Communication Engineering, National Institute of Technology Patna, Patna, Bihar, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electronics and Communication Engineering, National Institute of Technology Patna, Patna, Bihar, India","institution_ids":["https://openalex.org/I11793825"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5078462982","display_name":"Mustafa Sameer","orcid":"https://orcid.org/0000-0003-3819-7825"},"institutions":[{"id":"https://openalex.org/I11793825","display_name":"National Institute of Technology Patna","ror":"https://ror.org/056wyhh33","country_code":"IN","type":"education","lineage":["https://openalex.org/I11793825","https://openalex.org/I4210152752"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Mustafa Sameer","raw_affiliation_strings":["Department of Electronics and Communication Engineering, National Institute of Technology Patna, Patna, Bihar, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electronics and Communication Engineering, National Institute of Technology Patna, Patna, Bihar, India","institution_ids":["https://openalex.org/I11793825"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5082454866","display_name":"Sanchita Ghosh","orcid":"https://orcid.org/0000-0002-0261-460X"},"institutions":[{"id":"https://openalex.org/I1296725772","display_name":"University of Engineering & Management","ror":"https://ror.org/02decng19","country_code":"IN","type":"education","lineage":["https://openalex.org/I1296725772"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Sanchita Ghosh","raw_affiliation_strings":["Department of Information Technology, Institute of Engineering and Management, Kolkata, West Bengal, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Information Technology, Institute of Engineering and Management, Kolkata, West Bengal, India","institution_ids":["https://openalex.org/I1296725772"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5028169547","display_name":"Davide Scazzoli","orcid":"https://orcid.org/0000-0002-8503-7894"},"institutions":[{"id":"https://openalex.org/I93860229","display_name":"Politecnico di Milano","ror":"https://ror.org/01nffqt88","country_code":"IT","type":"education","lineage":["https://openalex.org/I93860229"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Davide Scazzoli","raw_affiliation_strings":["Department of Electronics, Information and Bioengineering, Politecnico di Milano, Milan, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electronics, Information and Bioengineering, Politecnico di Milano, Milan, Italy","institution_ids":["https://openalex.org/I93860229"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5005239074","display_name":"Bharat Gupta","orcid":"https://orcid.org/0000-0002-4705-700X"},"institutions":[{"id":"https://openalex.org/I11793825","display_name":"National Institute of Technology Patna","ror":"https://ror.org/056wyhh33","country_code":"IN","type":"education","lineage":["https://openalex.org/I11793825","https://openalex.org/I4210152752"]}],"countries":["IN"],"is_corresponding":true,"raw_author_name":"Bharat Gupta","raw_affiliation_strings":["Department of Electronics and Communication Engineering, National Institute of Technology Patna, Patna, Bihar, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electronics and Communication Engineering, National Institute of Technology Patna, Patna, Bihar, India","institution_ids":["https://openalex.org/I11793825"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5005239074"],"corresponding_institution_ids":["https://openalex.org/I11793825"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.6490718,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"105","last_page":"126"},"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/T11396","display_name":"Artificial Intelligence in Healthcare","score":0.9919999837875366,"subfield":{"id":"https://openalex.org/subfields/3605","display_name":"Health Information Management"},"field":{"id":"https://openalex.org/fields/36","display_name":"Health Professions"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T11775","display_name":"COVID-19 diagnosis using AI","score":0.9846000075340271,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/diabetic-retinopathy","display_name":"Diabetic retinopathy","score":0.6383539438247681},{"id":"https://openalex.org/keywords/transfer-of-learning","display_name":"Transfer of learning","score":0.6099759936332703},{"id":"https://openalex.org/keywords/healthcare-system","display_name":"Healthcare system","score":0.4142151176929474},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.40590906143188477},{"id":"https://openalex.org/keywords/health-care","display_name":"Health care","score":0.39045995473861694},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.3808223605155945},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.2602287828922272},{"id":"https://openalex.org/keywords/diabetes-mellitus","display_name":"Diabetes mellitus","score":0.16615614295005798},{"id":"https://openalex.org/keywords/political-science","display_name":"Political science","score":0.10855266451835632},{"id":"https://openalex.org/keywords/endocrinology","display_name":"Endocrinology","score":0.10521265864372253}],"concepts":[{"id":"https://openalex.org/C2779829184","wikidata":"https://www.wikidata.org/wiki/Q631361","display_name":"Diabetic retinopathy","level":3,"score":0.6383539438247681},{"id":"https://openalex.org/C150899416","wikidata":"https://www.wikidata.org/wiki/Q1820378","display_name":"Transfer of learning","level":2,"score":0.6099759936332703},{"id":"https://openalex.org/C2988170871","wikidata":"https://www.wikidata.org/wiki/Q11000047","display_name":"Healthcare system","level":3,"score":0.4142151176929474},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.40590906143188477},{"id":"https://openalex.org/C160735492","wikidata":"https://www.wikidata.org/wiki/Q31207","display_name":"Health care","level":2,"score":0.39045995473861694},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.3808223605155945},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2602287828922272},{"id":"https://openalex.org/C555293320","wikidata":"https://www.wikidata.org/wiki/Q12206","display_name":"Diabetes mellitus","level":2,"score":0.16615614295005798},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.10855266451835632},{"id":"https://openalex.org/C134018914","wikidata":"https://www.wikidata.org/wiki/Q162606","display_name":"Endocrinology","level":1,"score":0.10521265864372253},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-031-72524-1_9","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-72524-1_9","pdf_url":null,"source":{"id":"https://openalex.org/S4393917809","display_name":"Lecture notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering","issn_l":"1867-8211","issn":["1867-8211","1867-822X"],"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering","raw_type":"book-chapter"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":44,"referenced_works":["https://openalex.org/W1966206262","https://openalex.org/W1976647582","https://openalex.org/W1985390817","https://openalex.org/W2028583147","https://openalex.org/W2118023920","https://openalex.org/W2146112699","https://openalex.org/W2147663252","https://openalex.org/W2165698076","https://openalex.org/W2168809519","https://openalex.org/W2489820415","https://openalex.org/W2502390809","https://openalex.org/W2523382659","https://openalex.org/W2526050071","https://openalex.org/W2557738935","https://openalex.org/W2767040741","https://openalex.org/W2777014094","https://openalex.org/W2804935296","https://openalex.org/W2887873758","https://openalex.org/W2894558420","https://openalex.org/W2908060971","https://openalex.org/W2911622958","https://openalex.org/W2948685905","https://openalex.org/W2953328958","https://openalex.org/W2977650145","https://openalex.org/W3002256141","https://openalex.org/W3010945169","https://openalex.org/W3033442124","https://openalex.org/W3035941285","https://openalex.org/W3037054321","https://openalex.org/W3039242854","https://openalex.org/W3082598879","https://openalex.org/W3095552923","https://openalex.org/W3098558149","https://openalex.org/W3107347066","https://openalex.org/W3114986956","https://openalex.org/W3128203250","https://openalex.org/W3140854437","https://openalex.org/W3153419989","https://openalex.org/W3165183789","https://openalex.org/W3175311671","https://openalex.org/W3195571168","https://openalex.org/W3195636772","https://openalex.org/W4223510829","https://openalex.org/W4240531687"],"related_works":["https://openalex.org/W1159694101","https://openalex.org/W4312778074","https://openalex.org/W2797427871","https://openalex.org/W3024114128","https://openalex.org/W3214957520","https://openalex.org/W4322577590","https://openalex.org/W2932738180","https://openalex.org/W1965298590","https://openalex.org/W2329153216","https://openalex.org/W4380151695"],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2026-06-13T06:13:01.061226","created_date":"2025-10-10T00:00:00"}