{"id":"https://openalex.org/W3183245287","doi":"https://doi.org/10.1007/s11063-021-10481-2","title":"Recognizing Gastrointestinal Malignancies on WCE and CCE Images by an Ensemble of Deep and Handcrafted Features with Entropy and PCA Based Features Optimization","display_name":"Recognizing Gastrointestinal Malignancies on WCE and CCE Images by an Ensemble of Deep and Handcrafted Features with Entropy and PCA Based Features Optimization","publication_year":2021,"publication_date":"2021-07-02","ids":{"openalex":"https://openalex.org/W3183245287","doi":"https://doi.org/10.1007/s11063-021-10481-2","mag":"3183245287"},"language":"en","primary_location":{"id":"doi:10.1007/s11063-021-10481-2","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s11063-021-10481-2","pdf_url":null,"source":{"id":"https://openalex.org/S140962798","display_name":"Neural Processing Letters","issn_l":"1370-4621","issn":["1370-4621","1573-773X"],"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":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Neural Processing Letters","raw_type":"journal-article"},"type":"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/A5088987029","display_name":"Javeria Naz","orcid":"https://orcid.org/0000-0002-0792-7234"},"institutions":[{"id":"https://openalex.org/I16076960","display_name":"COMSATS University Islamabad","ror":"https://ror.org/00nqqvk19","country_code":"PK","type":"education","lineage":["https://openalex.org/I16076960"]}],"countries":["PK"],"is_corresponding":true,"raw_author_name":"Javeria Naz","raw_affiliation_strings":["Department of Computer Science, COMSATS University Islamabad, Wah Campus, Rawalpindi, Pakistan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science, COMSATS University Islamabad, Wah Campus, Rawalpindi, Pakistan","institution_ids":["https://openalex.org/I16076960"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100710942","display_name":"Muhammad Attique Khan","orcid":"https://orcid.org/0000-0002-6347-4890"},"institutions":[{"id":"https://openalex.org/I16076960","display_name":"COMSATS University Islamabad","ror":"https://ror.org/00nqqvk19","country_code":"PK","type":"education","lineage":["https://openalex.org/I16076960"]}],"countries":["PK"],"is_corresponding":false,"raw_author_name":"Muhammad Sharif","raw_affiliation_strings":["Department of Computer Science, COMSATS University Islamabad, Wah Campus, Rawalpindi, Pakistan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science, COMSATS University Islamabad, Wah Campus, Rawalpindi, Pakistan","institution_ids":["https://openalex.org/I16076960"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5073789439","display_name":"Mudassar Raza","orcid":"https://orcid.org/0000-0001-9124-9298"},"institutions":[{"id":"https://openalex.org/I16076960","display_name":"COMSATS University Islamabad","ror":"https://ror.org/00nqqvk19","country_code":"PK","type":"education","lineage":["https://openalex.org/I16076960"]}],"countries":["PK"],"is_corresponding":false,"raw_author_name":"Mudassar Raza","raw_affiliation_strings":["Department of Computer Science, COMSATS University Islamabad, Wah Campus, Rawalpindi, Pakistan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science, COMSATS University Islamabad, Wah Campus, Rawalpindi, Pakistan","institution_ids":["https://openalex.org/I16076960"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5087423132","display_name":"Jamal Hussain Shah","orcid":"https://orcid.org/0000-0002-7903-9391"},"institutions":[{"id":"https://openalex.org/I16076960","display_name":"COMSATS University Islamabad","ror":"https://ror.org/00nqqvk19","country_code":"PK","type":"education","lineage":["https://openalex.org/I16076960"]}],"countries":["PK"],"is_corresponding":false,"raw_author_name":"Jamal Hussain Shah","raw_affiliation_strings":["Department of Computer Science, COMSATS University Islamabad, Wah Campus, Rawalpindi, Pakistan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science, COMSATS University Islamabad, Wah Campus, Rawalpindi, Pakistan","institution_ids":["https://openalex.org/I16076960"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5073915117","display_name":"Mussarat Yasmin","orcid":"https://orcid.org/0000-0001-8604-276X"},"institutions":[{"id":"https://openalex.org/I16076960","display_name":"COMSATS University Islamabad","ror":"https://ror.org/00nqqvk19","country_code":"PK","type":"education","lineage":["https://openalex.org/I16076960"]}],"countries":["PK"],"is_corresponding":false,"raw_author_name":"Mussarat Yasmin","raw_affiliation_strings":["Department of Computer Science, COMSATS University Islamabad, Wah Campus, Rawalpindi, Pakistan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science, COMSATS University Islamabad, Wah Campus, Rawalpindi, Pakistan","institution_ids":["https://openalex.org/I16076960"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5002855381","display_name":"Seifedine Kadry","orcid":"https://orcid.org/0000-0002-1939-4842"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Seifedine Kadry","raw_affiliation_strings":["Faculty of Applied Computing and Technology, Noroff University College, Kristiansand, Norway"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty of Applied Computing and Technology, Noroff University College, Kristiansand, Norway","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5107972209","display_name":"S. Vimal","orcid":"https://orcid.org/0000-0002-1467-1206"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"S. Vimal","raw_affiliation_strings":["Department of CSE, Ramco Institute of Technology, Rajapalayam, Tamil Nadu, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of CSE, Ramco Institute of Technology, Rajapalayam, Tamil Nadu, India","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5088987029"],"corresponding_institution_ids":["https://openalex.org/I16076960"],"apc_list":{"value":2390,"currency":"EUR","value_usd":2990},"apc_paid":null,"fwci":3.4396,"has_fulltext":false,"cited_by_count":29,"citation_normalized_percentile":{"value":0.92891886,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":95,"max":99},"biblio":{"volume":"55","issue":"1","first_page":"115","last_page":"140"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11378","display_name":"Gastrointestinal Bleeding Diagnosis and Treatment","score":0.9991000294685364,"subfield":{"id":"https://openalex.org/subfields/2715","display_name":"Gastroenterology"},"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/T11378","display_name":"Gastrointestinal Bleeding Diagnosis and Treatment","score":0.9991000294685364,"subfield":{"id":"https://openalex.org/subfields/2715","display_name":"Gastroenterology"},"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/T10696","display_name":"Gastric Cancer Management and Outcomes","score":0.9703999757766724,"subfield":{"id":"https://openalex.org/subfields/2740","display_name":"Pulmonary and Respiratory Medicine"},"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/T10552","display_name":"Colorectal Cancer Screening and Detection","score":0.9690999984741211,"subfield":{"id":"https://openalex.org/subfields/2730","display_name":"Oncology"},"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/artificial-intelligence","display_name":"Artificial intelligence","score":0.8232660293579102},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7146614789962769},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.710638701915741},{"id":"https://openalex.org/keywords/feature-extraction","display_name":"Feature extraction","score":0.6422933340072632},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.5670108199119568},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.5185571312904358},{"id":"https://openalex.org/keywords/local-binary-patterns","display_name":"Local binary patterns","score":0.513580322265625},{"id":"https://openalex.org/keywords/feature-vector","display_name":"Feature vector","score":0.46852347254753113},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.45983073115348816},{"id":"https://openalex.org/keywords/histogram","display_name":"Histogram","score":0.3960579037666321},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.1843874454498291}],"concepts":[{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.8232660293579102},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7146614789962769},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.710638701915741},{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.6422933340072632},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.5670108199119568},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.5185571312904358},{"id":"https://openalex.org/C87335442","wikidata":"https://www.wikidata.org/wiki/Q2494345","display_name":"Local binary patterns","level":4,"score":0.513580322265625},{"id":"https://openalex.org/C83665646","wikidata":"https://www.wikidata.org/wiki/Q42139305","display_name":"Feature vector","level":2,"score":0.46852347254753113},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.45983073115348816},{"id":"https://openalex.org/C53533937","wikidata":"https://www.wikidata.org/wiki/Q185020","display_name":"Histogram","level":3,"score":0.3960579037666321},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.1843874454498291},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s11063-021-10481-2","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s11063-021-10481-2","pdf_url":null,"source":{"id":"https://openalex.org/S140962798","display_name":"Neural Processing Letters","issn_l":"1370-4621","issn":["1370-4621","1573-773X"],"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":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Neural Processing Letters","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Good health and well-being","id":"https://metadata.un.org/sdg/3","score":0.5400000214576721}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":64,"referenced_works":["https://openalex.org/W1555157040","https://openalex.org/W1594031697","https://openalex.org/W1650175677","https://openalex.org/W1982200091","https://openalex.org/W1985674114","https://openalex.org/W1995507937","https://openalex.org/W1999086281","https://openalex.org/W2008056655","https://openalex.org/W2025956883","https://openalex.org/W2039051707","https://openalex.org/W2076600572","https://openalex.org/W2084666083","https://openalex.org/W2090029815","https://openalex.org/W2165149714","https://openalex.org/W2322131532","https://openalex.org/W2530071712","https://openalex.org/W2604330447","https://openalex.org/W2621459563","https://openalex.org/W2623808523","https://openalex.org/W2738479901","https://openalex.org/W2767115216","https://openalex.org/W2782976972","https://openalex.org/W2783201053","https://openalex.org/W2783901245","https://openalex.org/W2785910247","https://openalex.org/W2789130498","https://openalex.org/W2797946163","https://openalex.org/W2800852394","https://openalex.org/W2809100241","https://openalex.org/W2881678155","https://openalex.org/W2887167794","https://openalex.org/W2888235397","https://openalex.org/W2889646458","https://openalex.org/W2895812494","https://openalex.org/W2897501303","https://openalex.org/W2898260073","https://openalex.org/W2900702386","https://openalex.org/W2901603085","https://openalex.org/W2903824448","https://openalex.org/W2904144652","https://openalex.org/W2907922781","https://openalex.org/W2909354520","https://openalex.org/W2911440706","https://openalex.org/W2912814345","https://openalex.org/W2914082027","https://openalex.org/W2916740872","https://openalex.org/W2921231121","https://openalex.org/W2921643578","https://openalex.org/W2922278676","https://openalex.org/W2945945430","https://openalex.org/W2954262208","https://openalex.org/W2962734274","https://openalex.org/W2963385325","https://openalex.org/W2963853763","https://openalex.org/W2963874375","https://openalex.org/W2974356752","https://openalex.org/W2988970523","https://openalex.org/W2989417270","https://openalex.org/W2995166707","https://openalex.org/W2997781171","https://openalex.org/W2998249562","https://openalex.org/W3003457589","https://openalex.org/W3013225420","https://openalex.org/W3085162807"],"related_works":["https://openalex.org/W2581696209","https://openalex.org/W2020430625","https://openalex.org/W2044065526","https://openalex.org/W2955952267","https://openalex.org/W2058306460","https://openalex.org/W2076436625","https://openalex.org/W2083564146","https://openalex.org/W2049095871","https://openalex.org/W2148428954","https://openalex.org/W1589677080"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":8},{"year":2024,"cited_by_count":7},{"year":2023,"cited_by_count":7},{"year":2022,"cited_by_count":4},{"year":2021,"cited_by_count":3}],"updated_date":"2026-04-29T09:16:38.111599","created_date":"2025-10-10T00:00:00"}
