{"id":"https://openalex.org/W4310792505","doi":"https://doi.org/10.1007/s11334-022-00512-z","title":"A hybrid approach for medical images classification and segmentation to reduce complexity","display_name":"A hybrid approach for medical images classification and segmentation to reduce complexity","publication_year":2022,"publication_date":"2022-12-01","ids":{"openalex":"https://openalex.org/W4310792505","doi":"https://doi.org/10.1007/s11334-022-00512-z"},"language":"en","primary_location":{"is_oa":false,"landing_page_url":"https://doi.org/10.1007/s11334-022-00512-z","pdf_url":null,"source":{"id":"https://openalex.org/S151239915","display_name":"Innovations in Systems and Software Engineering","issn_l":"1614-5046","issn":["1614-5046","1614-5054"],"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/P4310319965","https://openalex.org/P4310319900"],"host_organization_lineage_names":["Springer Nature","Springer Science+Business Media"],"type":"journal"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false},"type":"article","type_crossref":"journal-article","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/A5048603009","display_name":"Ankit Kumar","orcid":"https://orcid.org/0000-0002-7945-4616"},"institutions":[{"id":"https://openalex.org/I82571370","display_name":"GLA University","ror":"https://ror.org/05fnxgv12","country_code":"IN","type":"education","lineage":["https://openalex.org/I82571370"]}],"countries":["IN"],"is_corresponding":true,"raw_author_name":"Ankit Kumar","raw_affiliation_strings":["Department of Computer Engineering and Applications, GLA University, Mathura, India"],"affiliations":[{"raw_affiliation_string":"Department of Computer Engineering and Applications, GLA University, Mathura, India","institution_ids":["https://openalex.org/I82571370"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5015205527","display_name":"Surbhi Bhatia","orcid":"https://orcid.org/0000-0003-3097-6568"},"institutions":[{"id":"https://openalex.org/I4626487","display_name":"King Faisal University","ror":"https://ror.org/00dn43547","country_code":"SA","type":"education","lineage":["https://openalex.org/I4626487"]}],"countries":["SA"],"is_corresponding":false,"raw_author_name":"Surbhi Bhatia","raw_affiliation_strings":["Department of Information Systems, College of Computer Science and Information Technology, King Faisal University, Dammam, Saudi Arabia"],"affiliations":[{"raw_affiliation_string":"Department of Information Systems, College of Computer Science and Information Technology, King Faisal University, Dammam, Saudi Arabia","institution_ids":["https://openalex.org/I4626487"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5060931011","display_name":"Rajat Bhardwaj","orcid":"https://orcid.org/0000-0001-9410-7391"},"institutions":[{"id":"https://openalex.org/I74319210","display_name":"Chitkara University","ror":"https://ror.org/057d6z539","country_code":"IN","type":"education","lineage":["https://openalex.org/I74319210"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Rajat Bhardwaj","raw_affiliation_strings":["Chitkara University Institute of Engineering and Technology, Chitkara University, Rajpura, India"],"affiliations":[{"raw_affiliation_string":"Chitkara University Institute of Engineering and Technology, Chitkara University, Rajpura, India","institution_ids":["https://openalex.org/I74319210"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5003704293","display_name":"Kamred Udham Singh","orcid":"https://orcid.org/0000-0002-7201-6381"},"institutions":[{"id":"https://openalex.org/I60054993","display_name":"Graphic Era University","ror":"https://ror.org/03wqgqd89","country_code":"IN","type":"education","lineage":["https://openalex.org/I60054993"]},{"id":"https://openalex.org/I91807558","display_name":"National Cheng Kung University","ror":"https://ror.org/01b8kcc49","country_code":"TW","type":"education","lineage":["https://openalex.org/I91807558"]}],"countries":["IN","TW"],"is_corresponding":false,"raw_author_name":"Kamred Udham Singh","raw_affiliation_strings":["Department of Computer Science and Information Engineering, National Cheng Kung University, Tainan, Taiwan","School of Computing, Graphic Era Hill University, Dehradun, India"],"affiliations":[{"raw_affiliation_string":"School of Computing, Graphic Era Hill University, Dehradun, India","institution_ids":["https://openalex.org/I60054993"]},{"raw_affiliation_string":"Department of Computer Science and Information Engineering, National Cheng Kung University, Tainan, Taiwan","institution_ids":["https://openalex.org/I91807558"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5080803147","display_name":"Neeraj Varshney","orcid":"https://orcid.org/0000-0002-6537-7891"},"institutions":[{"id":"https://openalex.org/I82571370","display_name":"GLA University","ror":"https://ror.org/05fnxgv12","country_code":"IN","type":"education","lineage":["https://openalex.org/I82571370"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Neeraj varshney","raw_affiliation_strings":["Department of Computer Engineering and Applications, GLA University, Mathura, India"],"affiliations":[{"raw_affiliation_string":"Department of Computer Engineering and Applications, GLA University, Mathura, India","institution_ids":["https://openalex.org/I82571370"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5057299766","display_name":"Linesh Raja","orcid":"https://orcid.org/0000-0002-3663-1184"},"institutions":[{"id":"https://openalex.org/I73779912","display_name":"Manipal University Jaipur","ror":"https://ror.org/040h76494","country_code":null,"type":"education","lineage":["https://openalex.org/I73779912"]}],"countries":[],"is_corresponding":false,"raw_author_name":"Linesh Raja","raw_affiliation_strings":["Department of Computer Apllications, Manipal University Jaipur, Jaipur, India"],"affiliations":[{"raw_affiliation_string":"Department of Computer Apllications, Manipal University Jaipur, Jaipur, India","institution_ids":["https://openalex.org/I73779912"]}]}],"institution_assertions":[],"countries_distinct_count":3,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5048603009"],"corresponding_institution_ids":["https://openalex.org/I82571370"],"apc_list":{"value":2190,"currency":"EUR","value_usd":2790,"provenance":"doaj"},"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.0,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":61,"max":71},"biblio":{"volume":"19","issue":"1","first_page":"33","last_page":"46"},"is_retracted":false,"is_paratext":false,"primary_topic":{"id":"https://openalex.org/T11396","display_name":"Machine Learning in Healthcare and Medicine","score":0.998,"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"}},"topics":[{"id":"https://openalex.org/T11396","display_name":"Machine Learning in Healthcare and Medicine","score":0.998,"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":"Applications of Deep Learning in Medical Imaging","score":0.9563,"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/T13702","display_name":"Deep Learning Applications in Healthcare","score":0.9193,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/heart-disease-prediction","display_name":"Heart Disease Prediction","score":0.582539},{"id":"https://openalex.org/keywords/medical-concept-embedding","display_name":"Medical Concept Embedding","score":0.544641},{"id":"https://openalex.org/keywords/clinical-event-prediction","display_name":"Clinical Event Prediction","score":0.539062},{"id":"https://openalex.org/keywords/disease-risk-prediction","display_name":"Disease Risk Prediction","score":0.519064},{"id":"https://openalex.org/keywords/predictive-modeling","display_name":"Predictive Modeling","score":0.516717}],"concepts":[{"id":"https://openalex.org/C52001869","wikidata":"https://www.wikidata.org/wiki/Q812530","display_name":"Naive Bayes classifier","level":3,"score":0.86526734},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.75664234},{"id":"https://openalex.org/C169258074","wikidata":"https://www.wikidata.org/wiki/Q245748","display_name":"Random forest","level":2,"score":0.7247042},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.71416646},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6622783},{"id":"https://openalex.org/C84525736","wikidata":"https://www.wikidata.org/wiki/Q831366","display_name":"Decision tree","level":2,"score":0.6138695},{"id":"https://openalex.org/C34736171","wikidata":"https://www.wikidata.org/wiki/Q918333","display_name":"Preprocessor","level":2,"score":0.592595},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.5249377},{"id":"https://openalex.org/C113238511","wikidata":"https://www.wikidata.org/wiki/Q1071612","display_name":"k-nearest neighbors algorithm","level":2,"score":0.4951605},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.49365243},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.480164},{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.43503878}],"mesh":[],"locations_count":1,"locations":[{"is_oa":false,"landing_page_url":"https://doi.org/10.1007/s11334-022-00512-z","pdf_url":null,"source":{"id":"https://openalex.org/S151239915","display_name":"Innovations in Systems and Software Engineering","issn_l":"1614-5046","issn":["1614-5046","1614-5054"],"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/P4310319965","https://openalex.org/P4310319900"],"host_organization_lineage_names":["Springer Nature","Springer Science+Business Media"],"type":"journal"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false}],"best_oa_location":null,"sustainable_development_goals":[],"grants":[],"datasets":[],"versions":[],"referenced_works_count":34,"referenced_works":["https://openalex.org/W3195070922","https://openalex.org/W4200284383","https://openalex.org/W4200571247","https://openalex.org/W4205566157","https://openalex.org/W4206542300","https://openalex.org/W4210307118","https://openalex.org/W4212812840","https://openalex.org/W4212831518","https://openalex.org/W4213237558","https://openalex.org/W4213245821","https://openalex.org/W4214929514","https://openalex.org/W4221058841","https://openalex.org/W4221059823","https://openalex.org/W4223645831","https://openalex.org/W4224321128","https://openalex.org/W4224903100","https://openalex.org/W4225312515","https://openalex.org/W4225642686","https://openalex.org/W4226054831","https://openalex.org/W4226146147","https://openalex.org/W4226378822","https://openalex.org/W4226417334","https://openalex.org/W4281636074","https://openalex.org/W4281656136","https://openalex.org/W4281730725","https://openalex.org/W4283066933","https://openalex.org/W4284682118","https://openalex.org/W4285009690","https://openalex.org/W4285094594","https://openalex.org/W4285170538","https://openalex.org/W4287833982","https://openalex.org/W4287836366","https://openalex.org/W4289839541","https://openalex.org/W4297900598"],"related_works":["https://openalex.org/W4377964522","https://openalex.org/W4312632137","https://openalex.org/W4307730291","https://openalex.org/W4283016678","https://openalex.org/W4281846282","https://openalex.org/W3204641204","https://openalex.org/W3199032340","https://openalex.org/W3143658565","https://openalex.org/W3127425528","https://openalex.org/W2126100045"],"abstract_inverted_index":null,"cited_by_api_url":"https://api.openalex.org/works?filter=cites:W4310792505","counts_by_year":[{"year":2023,"cited_by_count":1}],"updated_date":"2024-11-05T09:29:54.311477","created_date":"2022-12-17"}
