{"id":"https://openalex.org/W4312602926","doi":"https://doi.org/10.1007/978-3-031-16364-7_15","title":"Perspective Review on Deep Learning Models to Medical Image Segmentation","display_name":"Perspective Review on Deep Learning Models to Medical Image Segmentation","publication_year":2022,"publication_date":"2022-01-01","ids":{"openalex":"https://openalex.org/W4312602926","doi":"https://doi.org/10.1007/978-3-031-16364-7_15"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-031-16364-7_15","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-16364-7_15","pdf_url":null,"source":{"id":"https://openalex.org/S4210185096","display_name":"IFIP advances in information and communication technology","issn_l":"1868-422X","issn":["1868-422X","1868-4238"],"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":"IFIP Advances in Information and Communication Technology","raw_type":"book-chapter"},"type":"book-chapter","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://inria.hal.science/hal-04381273","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5021730596","display_name":"H. Heartlin Maria","orcid":null},"institutions":[{"id":"https://openalex.org/I145286018","display_name":"SRM Institute of Science and Technology","ror":"https://ror.org/050113w36","country_code":"IN","type":"education","lineage":["https://openalex.org/I145286018"]}],"countries":["IN"],"is_corresponding":true,"raw_author_name":"H. Heartlin Maria","raw_affiliation_strings":["Department of Electronics and Communication Engineering, SRM Institute of Science and Technology, Chennai, India","SRM - SRM Institute of Science and Technology (Mahatma Gandhi Rd, Potheri, SRM Nagar, Kattankulathur, Tamil Nadu 603203, Inde - India)"],"affiliations":[{"raw_affiliation_string":"Department of Electronics and Communication Engineering, SRM Institute of Science and Technology, Chennai, India","institution_ids":["https://openalex.org/I145286018"]},{"raw_affiliation_string":"SRM - SRM Institute of Science and Technology (Mahatma Gandhi Rd, Potheri, SRM Nagar, Kattankulathur, Tamil Nadu 603203, Inde - India)","institution_ids":["https://openalex.org/I145286018"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5063929868","display_name":"A. Maria Jossy","orcid":null},"institutions":[{"id":"https://openalex.org/I145286018","display_name":"SRM Institute of Science and Technology","ror":"https://ror.org/050113w36","country_code":"IN","type":"education","lineage":["https://openalex.org/I145286018"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"A. Maria Jossy","raw_affiliation_strings":["Department of Electronics and Communication Engineering, SRM Institute of Science and Technology, Chennai, India","SRM - SRM Institute of Science and Technology (Mahatma Gandhi Rd, Potheri, SRM Nagar, Kattankulathur, Tamil Nadu 603203, Inde - India)"],"affiliations":[{"raw_affiliation_string":"Department of Electronics and Communication Engineering, SRM Institute of Science and Technology, Chennai, India","institution_ids":["https://openalex.org/I145286018"]},{"raw_affiliation_string":"SRM - SRM Institute of Science and Technology (Mahatma Gandhi Rd, Potheri, SRM Nagar, Kattankulathur, Tamil Nadu 603203, Inde - India)","institution_ids":["https://openalex.org/I145286018"]}]},{"author_position":"last","author":{"id":null,"display_name":"S. Malarvizhi","orcid":null},"institutions":[{"id":"https://openalex.org/I145286018","display_name":"SRM Institute of Science and Technology","ror":"https://ror.org/050113w36","country_code":"IN","type":"education","lineage":["https://openalex.org/I145286018"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"S. Malarvizhi","raw_affiliation_strings":["Department of Electronics and Communication Engineering, SRM Institute of Science and Technology, Chennai, India","SRM - SRM Institute of Science and Technology (Mahatma Gandhi Rd, Potheri, SRM Nagar, Kattankulathur, Tamil Nadu 603203, Inde - India)"],"affiliations":[{"raw_affiliation_string":"Department of Electronics and Communication Engineering, SRM Institute of Science and Technology, Chennai, India","institution_ids":["https://openalex.org/I145286018"]},{"raw_affiliation_string":"SRM - SRM Institute of Science and Technology (Mahatma Gandhi Rd, Potheri, SRM Nagar, Kattankulathur, Tamil Nadu 603203, Inde - India)","institution_ids":["https://openalex.org/I145286018"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5021730596"],"corresponding_institution_ids":["https://openalex.org/I145286018"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.33286713,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"184","last_page":"206"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10036","display_name":"Advanced Neural Network Applications","score":0.9991999864578247,"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"}},"topics":[{"id":"https://openalex.org/T10036","display_name":"Advanced Neural Network Applications","score":0.9991999864578247,"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/T10862","display_name":"AI in cancer detection","score":0.9991999864578247,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/T12702","display_name":"Brain Tumor Detection and Classification","score":0.9980000257492065,"subfield":{"id":"https://openalex.org/subfields/2808","display_name":"Neurology"},"field":{"id":"https://openalex.org/fields/28","display_name":"Neuroscience"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.8796660304069519},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.7487192153930664},{"id":"https://openalex.org/keywords/convolutional-neural-network","display_name":"Convolutional neural network","score":0.7404279112815857},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.719592273235321},{"id":"https://openalex.org/keywords/segmentation","display_name":"Segmentation","score":0.6584818363189697},{"id":"https://openalex.org/keywords/popularity","display_name":"Popularity","score":0.6322081089019775},{"id":"https://openalex.org/keywords/image-segmentation","display_name":"Image segmentation","score":0.522763729095459},{"id":"https://openalex.org/keywords/perspective","display_name":"Perspective (graphical)","score":0.5180304646492004},{"id":"https://openalex.org/keywords/modalities","display_name":"Modalities","score":0.5094254612922668},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.4614187180995941},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.4572318494319916},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.3649974763393402}],"concepts":[{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.8796660304069519},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.7487192153930664},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.7404279112815857},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.719592273235321},{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.6584818363189697},{"id":"https://openalex.org/C2780586970","wikidata":"https://www.wikidata.org/wiki/Q1357284","display_name":"Popularity","level":2,"score":0.6322081089019775},{"id":"https://openalex.org/C124504099","wikidata":"https://www.wikidata.org/wiki/Q56933","display_name":"Image segmentation","level":3,"score":0.522763729095459},{"id":"https://openalex.org/C12713177","wikidata":"https://www.wikidata.org/wiki/Q1900281","display_name":"Perspective (graphical)","level":2,"score":0.5180304646492004},{"id":"https://openalex.org/C2779903281","wikidata":"https://www.wikidata.org/wiki/Q6888026","display_name":"Modalities","level":2,"score":0.5094254612922668},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4614187180995941},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.4572318494319916},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3649974763393402},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.0},{"id":"https://openalex.org/C36289849","wikidata":"https://www.wikidata.org/wiki/Q34749","display_name":"Social science","level":1,"score":0.0},{"id":"https://openalex.org/C77805123","wikidata":"https://www.wikidata.org/wiki/Q161272","display_name":"Social psychology","level":1,"score":0.0},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1007/978-3-031-16364-7_15","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-16364-7_15","pdf_url":null,"source":{"id":"https://openalex.org/S4210185096","display_name":"IFIP advances in information and communication technology","issn_l":"1868-422X","issn":["1868-422X","1868-4238"],"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":"IFIP Advances in Information and Communication Technology","raw_type":"book-chapter"},{"id":"pmh:oai:HAL:hal-04381273v1","is_oa":true,"landing_page_url":"https://inria.hal.science/hal-04381273","pdf_url":null,"source":{"id":"https://openalex.org/S4406922461","display_name":"SPIRE - Sciences Po Institutional REpository","issn_l":null,"issn":null,"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":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"5th International Conference on Computational Intelligence in Data Science (ICCIDS), Mar 2022, Virtual, India. pp.184-206, ⟨10.1007/978-3-031-16364-7_15⟩","raw_type":"Conference papers"}],"best_oa_location":{"id":"pmh:oai:HAL:hal-04381273v1","is_oa":true,"landing_page_url":"https://inria.hal.science/hal-04381273","pdf_url":null,"source":{"id":"https://openalex.org/S4406922461","display_name":"SPIRE - Sciences Po Institutional REpository","issn_l":null,"issn":null,"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":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"5th International Conference on Computational Intelligence in Data Science (ICCIDS), Mar 2022, Virtual, India. pp.184-206, ⟨10.1007/978-3-031-16364-7_15⟩","raw_type":"Conference papers"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":91,"referenced_works":["https://openalex.org/W2194775991","https://openalex.org/W2292862470","https://openalex.org/W2753056288","https://openalex.org/W2791680898","https://openalex.org/W2792110043","https://openalex.org/W2803974577","https://openalex.org/W2809504579","https://openalex.org/W2889158831","https://openalex.org/W2890567626","https://openalex.org/W2895303488","https://openalex.org/W2902481754","https://openalex.org/W2907769417","https://openalex.org/W2910567234","https://openalex.org/W2917942747","https://openalex.org/W2919780733","https://openalex.org/W2919925749","https://openalex.org/W2922350069","https://openalex.org/W2941631060","https://openalex.org/W2944539652","https://openalex.org/W2945454497","https://openalex.org/W2951901661","https://openalex.org/W2954400094","https://openalex.org/W2954669050","https://openalex.org/W2954680583","https://openalex.org/W2959828872","https://openalex.org/W2966191315","https://openalex.org/W2966989968","https://openalex.org/W2969980243","https://openalex.org/W2978121167","https://openalex.org/W2982127434","https://openalex.org/W2994278929","https://openalex.org/W2998813643","https://openalex.org/W3000206887","https://openalex.org/W3004643414","https://openalex.org/W3005044179","https://openalex.org/W3011573465","https://openalex.org/W3011783795","https://openalex.org/W3013379419","https://openalex.org/W3013608007","https://openalex.org/W3014325892","https://openalex.org/W3016467915","https://openalex.org/W3018852185","https://openalex.org/W3021659040","https://openalex.org/W3021794494","https://openalex.org/W3023222887","https://openalex.org/W3025311784","https://openalex.org/W3033471811","https://openalex.org/W3033541301","https://openalex.org/W3034904993","https://openalex.org/W3034969314","https://openalex.org/W3036622268","https://openalex.org/W3038521198","https://openalex.org/W3040786357","https://openalex.org/W3043116777","https://openalex.org/W3044142842","https://openalex.org/W3045801508","https://openalex.org/W3049160400","https://openalex.org/W3063131593","https://openalex.org/W3077531713","https://openalex.org/W3080677331","https://openalex.org/W3081495241","https://openalex.org/W3088676004","https://openalex.org/W3090614604","https://openalex.org/W3092624683","https://openalex.org/W3096502673","https://openalex.org/W3104877382","https://openalex.org/W3107636056","https://openalex.org/W3108411134","https://openalex.org/W3111621101","https://openalex.org/W3112208724","https://openalex.org/W3112667527","https://openalex.org/W3115542268","https://openalex.org/W3117186051","https://openalex.org/W3117954678","https://openalex.org/W3118387065","https://openalex.org/W3121275982","https://openalex.org/W3124211545","https://openalex.org/W3129430687","https://openalex.org/W3131680944","https://openalex.org/W3132188048","https://openalex.org/W3136358712","https://openalex.org/W3138697998","https://openalex.org/W3139489160","https://openalex.org/W3153359550","https://openalex.org/W3153669878","https://openalex.org/W3154518180","https://openalex.org/W3155737436","https://openalex.org/W3157749203","https://openalex.org/W3165072155","https://openalex.org/W3172317317","https://openalex.org/W3182939109"],"related_works":["https://openalex.org/W2368605798","https://openalex.org/W2518037665","https://openalex.org/W2348524959","https://openalex.org/W2368049389","https://openalex.org/W4226493464","https://openalex.org/W4312417841","https://openalex.org/W3193565141","https://openalex.org/W3133861977","https://openalex.org/W3167935049","https://openalex.org/W3029198973"],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2026-04-21T08:09:41.155169","created_date":"2025-10-10T00:00:00"}