{"id":"https://openalex.org/W4400252240","doi":"https://doi.org/10.1007/978-3-031-58174-8_6","title":"A Lightweight UNet with\u00a0Inverted Residual Blocks for\u00a0Diabetic Retinopathy Lesion Segmentation","display_name":"A Lightweight UNet with\u00a0Inverted Residual Blocks for\u00a0Diabetic Retinopathy Lesion Segmentation","publication_year":2024,"publication_date":"2024-01-01","ids":{"openalex":"https://openalex.org/W4400252240","doi":"https://doi.org/10.1007/978-3-031-58174-8_6"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-031-58174-8_6","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-58174-8_6","pdf_url":null,"source":{"id":"https://openalex.org/S2764900261","display_name":"Communications in computer and information science","issn_l":"1865-0929","issn":["1865-0929","1865-0937"],"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":"Communications in Computer and Information 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/A5101838587","display_name":"Amit Bhati","orcid":"https://orcid.org/0000-0002-0443-1209"},"institutions":[{"id":"https://openalex.org/I207223250","display_name":"Indian Institute of Information Technology Design and Manufacturing Jabalpur","ror":"https://ror.org/00gmd7q80","country_code":"IN","type":"education","lineage":["https://openalex.org/I207223250"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Amit Bhati","raw_affiliation_strings":["PDPM Indian Institute of Information Technology, Design and Manufacturing, Jabalpur, India"],"affiliations":[{"raw_affiliation_string":"PDPM Indian Institute of Information Technology, Design and Manufacturing, Jabalpur, India","institution_ids":["https://openalex.org/I207223250"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102920758","display_name":"Karan Choudhary","orcid":"https://orcid.org/0009-0009-5041-5478"},"institutions":[{"id":"https://openalex.org/I4210100893","display_name":"Indian Institute of Information Technology Vadodara","ror":"https://ror.org/0163rt176","country_code":"IN","type":"education","lineage":["https://openalex.org/I4210100893"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Karan Choudhary","raw_affiliation_strings":["Indian Institute of Information Technology Vadodara - International Campus, Diu, India"],"affiliations":[{"raw_affiliation_string":"Indian Institute of Information Technology Vadodara - International Campus, Diu, India","institution_ids":["https://openalex.org/I4210100893"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5031090685","display_name":"Samir Jain","orcid":null},"institutions":[{"id":"https://openalex.org/I207223250","display_name":"Indian Institute of Information Technology Design and Manufacturing Jabalpur","ror":"https://ror.org/00gmd7q80","country_code":"IN","type":"education","lineage":["https://openalex.org/I207223250"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Samir Jain","raw_affiliation_strings":["PDPM Indian Institute of Information Technology, Design and Manufacturing, Jabalpur, India"],"affiliations":[{"raw_affiliation_string":"PDPM Indian Institute of Information Technology, Design and Manufacturing, Jabalpur, India","institution_ids":["https://openalex.org/I207223250"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5067186662","display_name":"Neha Gour","orcid":"https://orcid.org/0000-0002-0860-1260"},"institutions":[{"id":"https://openalex.org/I176601375","display_name":"Khalifa University of Science and Technology","ror":"https://ror.org/05hffr360","country_code":"AE","type":"education","lineage":["https://openalex.org/I176601375"]}],"countries":["AE"],"is_corresponding":false,"raw_author_name":"Neha Gour","raw_affiliation_strings":["C2PS, Khalifa University, Abu Dhabi, UAE"],"affiliations":[{"raw_affiliation_string":"C2PS, Khalifa University, Abu Dhabi, UAE","institution_ids":["https://openalex.org/I176601375"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5024672222","display_name":"Pritee Khanna","orcid":"https://orcid.org/0000-0003-0518-2133"},"institutions":[{"id":"https://openalex.org/I207223250","display_name":"Indian Institute of Information Technology Design and Manufacturing Jabalpur","ror":"https://ror.org/00gmd7q80","country_code":"IN","type":"education","lineage":["https://openalex.org/I207223250"]}],"countries":["IN"],"is_corresponding":true,"raw_author_name":"Pritee Khanna","raw_affiliation_strings":["Indian Institute of Information Technology, Jabalpur, India","PDPM Indian Institute of Information Technology, Design and Manufacturing, Jabalpur, India"],"affiliations":[{"raw_affiliation_string":"Indian Institute of Information Technology, Jabalpur, India","institution_ids":["https://openalex.org/I207223250"]},{"raw_affiliation_string":"PDPM Indian Institute of Information Technology, Design and Manufacturing, Jabalpur, India","institution_ids":["https://openalex.org/I207223250"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5048496426","display_name":"Aparajita Ojha","orcid":"https://orcid.org/0000-0003-1567-8378"},"institutions":[{"id":"https://openalex.org/I207223250","display_name":"Indian Institute of Information Technology Design and Manufacturing Jabalpur","ror":"https://ror.org/00gmd7q80","country_code":"IN","type":"education","lineage":["https://openalex.org/I207223250"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Aparajita Ojha","raw_affiliation_strings":["PDPM Indian Institute of Information Technology, Design and Manufacturing, Jabalpur, India"],"affiliations":[{"raw_affiliation_string":"PDPM Indian Institute of Information Technology, Design and Manufacturing, Jabalpur, India","institution_ids":["https://openalex.org/I207223250"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5059512412","display_name":"Naoufel Werghi","orcid":"https://orcid.org/0000-0002-5542-448X"},"institutions":[{"id":"https://openalex.org/I176601375","display_name":"Khalifa University of Science and Technology","ror":"https://ror.org/05hffr360","country_code":"AE","type":"education","lineage":["https://openalex.org/I176601375"]}],"countries":["AE"],"is_corresponding":false,"raw_author_name":"Naoufel Werghi","raw_affiliation_strings":["C2PS, Khalifa University, Abu Dhabi, UAE"],"affiliations":[{"raw_affiliation_string":"C2PS, Khalifa University, Abu Dhabi, UAE","institution_ids":["https://openalex.org/I176601375"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5024672222"],"corresponding_institution_ids":["https://openalex.org/I207223250"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.30342541,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"57","last_page":"66"},"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/T10036","display_name":"Advanced Neural Network Applications","score":0.9973999857902527,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/T11775","display_name":"COVID-19 diagnosis using AI","score":0.9882000088691711,"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":0.7967289686203003},{"id":"https://openalex.org/keywords/residual","display_name":"Residual","score":0.6333092451095581},{"id":"https://openalex.org/keywords/segmentation","display_name":"Segmentation","score":0.526351809501648},{"id":"https://openalex.org/keywords/ophthalmology","display_name":"Ophthalmology","score":0.5242926478385925},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.5018064975738525},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.468133807182312},{"id":"https://openalex.org/keywords/lesion","display_name":"Lesion","score":0.463497132062912},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.37033945322036743},{"id":"https://openalex.org/keywords/surgery","display_name":"Surgery","score":0.1664283573627472},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.14155375957489014},{"id":"https://openalex.org/keywords/diabetes-mellitus","display_name":"Diabetes mellitus","score":0.11832615733146667},{"id":"https://openalex.org/keywords/endocrinology","display_name":"Endocrinology","score":0.04837292432785034}],"concepts":[{"id":"https://openalex.org/C2779829184","wikidata":"https://www.wikidata.org/wiki/Q631361","display_name":"Diabetic retinopathy","level":3,"score":0.7967289686203003},{"id":"https://openalex.org/C155512373","wikidata":"https://www.wikidata.org/wiki/Q287450","display_name":"Residual","level":2,"score":0.6333092451095581},{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.526351809501648},{"id":"https://openalex.org/C118487528","wikidata":"https://www.wikidata.org/wiki/Q161437","display_name":"Ophthalmology","level":1,"score":0.5242926478385925},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.5018064975738525},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.468133807182312},{"id":"https://openalex.org/C2781156865","wikidata":"https://www.wikidata.org/wiki/Q827023","display_name":"Lesion","level":2,"score":0.463497132062912},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.37033945322036743},{"id":"https://openalex.org/C141071460","wikidata":"https://www.wikidata.org/wiki/Q40821","display_name":"Surgery","level":1,"score":0.1664283573627472},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.14155375957489014},{"id":"https://openalex.org/C555293320","wikidata":"https://www.wikidata.org/wiki/Q12206","display_name":"Diabetes mellitus","level":2,"score":0.11832615733146667},{"id":"https://openalex.org/C134018914","wikidata":"https://www.wikidata.org/wiki/Q162606","display_name":"Endocrinology","level":1,"score":0.04837292432785034}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-031-58174-8_6","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-58174-8_6","pdf_url":null,"source":{"id":"https://openalex.org/S2764900261","display_name":"Communications in computer and information science","issn_l":"1865-0929","issn":["1865-0929","1865-0937"],"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":"Communications in Computer and Information Science","raw_type":"book-chapter"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Zero hunger","score":0.6499999761581421,"id":"https://metadata.un.org/sdg/2"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":17,"referenced_works":["https://openalex.org/W2344912502","https://openalex.org/W2433157206","https://openalex.org/W2748696052","https://openalex.org/W2765370814","https://openalex.org/W2772006542","https://openalex.org/W2883936846","https://openalex.org/W2940524302","https://openalex.org/W2948685905","https://openalex.org/W2960170118","https://openalex.org/W2962812574","https://openalex.org/W2963163009","https://openalex.org/W2977650145","https://openalex.org/W2979786151","https://openalex.org/W3027861860","https://openalex.org/W3087738047","https://openalex.org/W4205213185","https://openalex.org/W4360593380"],"related_works":["https://openalex.org/W2560215812","https://openalex.org/W2949601986","https://openalex.org/W2788972299","https://openalex.org/W2498789492","https://openalex.org/W2521347458","https://openalex.org/W2729981612","https://openalex.org/W4233449973","https://openalex.org/W2925692864","https://openalex.org/W3209312100","https://openalex.org/W2352634490"],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2026-02-06T02:01:19.302388","created_date":"2025-10-10T00:00:00"}