{"id":"https://openalex.org/W4381891002","doi":"https://doi.org/10.1007/s11042-023-15935-4","title":"Machine learning based detection of depression from task-based fMRI using weighted-3D-DWT denoising method","display_name":"Machine learning based detection of depression from task-based fMRI using weighted-3D-DWT denoising method","publication_year":2023,"publication_date":"2023-06-24","ids":{"openalex":"https://openalex.org/W4381891002","doi":"https://doi.org/10.1007/s11042-023-15935-4"},"language":"en","primary_location":{"id":"doi:10.1007/s11042-023-15935-4","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1007/s11042-023-15935-4","pdf_url":null,"source":{"id":"https://openalex.org/S110206669","display_name":"Multimedia Tools and Applications","issn_l":"1380-7501","issn":["1380-7501","1573-7721"],"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":"Multimedia Tools and Applications","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/A5021339430","display_name":"G\u00fczin \u00d6zmen","orcid":"https://orcid.org/0000-0003-3007-5807"},"institutions":[{"id":"https://openalex.org/I137996928","display_name":"Sel\u00e7uk University","ror":"https://ror.org/045hgzm75","country_code":"TR","type":"education","lineage":["https://openalex.org/I137996928"]}],"countries":["TR"],"is_corresponding":true,"raw_author_name":"G\u00fczin \u00d6zmen","raw_affiliation_strings":["Department of Biomedical Engineering, Faculty of Technology, Selcuk University, Konya, 42075, Turkey"],"raw_orcid":"https://orcid.org/0000-0003-3007-5807","affiliations":[{"raw_affiliation_string":"Department of Biomedical Engineering, Faculty of Technology, Selcuk University, Konya, 42075, Turkey","institution_ids":["https://openalex.org/I137996928"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5036834588","display_name":"Seral \u00d6z\u015fen","orcid":"https://orcid.org/0000-0001-5332-8665"},"institutions":[{"id":"https://openalex.org/I4210117254","display_name":"Konya Technical University","ror":"https://ror.org/02s82rs08","country_code":"TR","type":"education","lineage":["https://openalex.org/I4210117254"]}],"countries":["TR"],"is_corresponding":false,"raw_author_name":"Seral \u00d6z\u015fen","raw_affiliation_strings":["Department of Electrical-Electronical Engineering, Faculty of Engineering and Natural Science, Konya Technical University, Konya, 42250, Turkey"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electrical-Electronical Engineering, Faculty of Engineering and Natural Science, Konya Technical University, Konya, 42250, Turkey","institution_ids":["https://openalex.org/I4210117254"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5033578419","display_name":"Yahya Paksoy","orcid":"https://orcid.org/0000-0002-4738-9194"},"institutions":[{"id":"https://openalex.org/I137996928","display_name":"Sel\u00e7uk University","ror":"https://ror.org/045hgzm75","country_code":"TR","type":"education","lineage":["https://openalex.org/I137996928"]},{"id":"https://openalex.org/I49828101","display_name":"Hamad Medical Corporation","ror":"https://ror.org/02zwb6n98","country_code":"QA","type":"nonprofit","lineage":["https://openalex.org/I49828101"]},{"id":"https://openalex.org/I60342839","display_name":"Qatar University","ror":"https://ror.org/00yhnba62","country_code":"QA","type":"education","lineage":["https://openalex.org/I60342839"]}],"countries":["QA","TR"],"is_corresponding":false,"raw_author_name":"Yahya Paksoy","raw_affiliation_strings":["Department of Neuroradiology Qatar University, Doha, Qatar","Department of Radiology, Selcuk University, Konya, Turkey","Neuroradiology Department, Neuroscience Institute, Hamad Medical Corporation, Doha, Qatar"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Neuroradiology Qatar University, Doha, Qatar","institution_ids":["https://openalex.org/I60342839"]},{"raw_affiliation_string":"Department of Radiology, Selcuk University, Konya, Turkey","institution_ids":["https://openalex.org/I137996928"]},{"raw_affiliation_string":"Neuroradiology Department, Neuroscience Institute, Hamad Medical Corporation, Doha, Qatar","institution_ids":["https://openalex.org/I49828101"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5011913189","display_name":"\u00d6zkan G\u00fcler","orcid":"https://orcid.org/0000-0002-7775-3962"},"institutions":[{"id":"https://openalex.org/I137996928","display_name":"Sel\u00e7uk University","ror":"https://ror.org/045hgzm75","country_code":"TR","type":"education","lineage":["https://openalex.org/I137996928"]}],"countries":["TR"],"is_corresponding":false,"raw_author_name":"\u00d6zkan G\u00fcler","raw_affiliation_strings":["Department of Psychiatry, Faculty of Medicine, Selcuk University, Konya, Turkey"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Psychiatry, Faculty of Medicine, Selcuk University, Konya, Turkey","institution_ids":["https://openalex.org/I137996928"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5031217593","display_name":"Rukiye Tekdemir","orcid":"https://orcid.org/0000-0001-7912-5727"},"institutions":[{"id":"https://openalex.org/I137996928","display_name":"Sel\u00e7uk University","ror":"https://ror.org/045hgzm75","country_code":"TR","type":"education","lineage":["https://openalex.org/I137996928"]}],"countries":["TR"],"is_corresponding":false,"raw_author_name":"Rukiye Tekdemir","raw_affiliation_strings":["Department of Psychiatry, Faculty of Medicine, Selcuk University, Konya, Turkey"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Psychiatry, Faculty of Medicine, Selcuk University, Konya, Turkey","institution_ids":["https://openalex.org/I137996928"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5021339430"],"corresponding_institution_ids":["https://openalex.org/I137996928"],"apc_list":null,"apc_paid":null,"fwci":0.5136,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.62389015,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":96},"biblio":{"volume":"83","issue":"4","first_page":"11805","last_page":"11829"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10241","display_name":"Functional Brain Connectivity Studies","score":0.9998999834060669,"subfield":{"id":"https://openalex.org/subfields/2805","display_name":"Cognitive Neuroscience"},"field":{"id":"https://openalex.org/fields/28","display_name":"Neuroscience"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},"topics":[{"id":"https://openalex.org/T10241","display_name":"Functional Brain Connectivity Studies","score":0.9998999834060669,"subfield":{"id":"https://openalex.org/subfields/2805","display_name":"Cognitive Neuroscience"},"field":{"id":"https://openalex.org/fields/28","display_name":"Neuroscience"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T10378","display_name":"Advanced MRI Techniques and Applications","score":0.9991999864578247,"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/T11304","display_name":"Advanced Neuroimaging Techniques and Applications","score":0.9988999962806702,"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/artificial-intelligence","display_name":"Artificial intelligence","score":0.7646141648292542},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7498600482940674},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.6318684816360474},{"id":"https://openalex.org/keywords/smoothing","display_name":"Smoothing","score":0.6090328693389893},{"id":"https://openalex.org/keywords/discrete-wavelet-transform","display_name":"Discrete wavelet transform","score":0.606788158416748},{"id":"https://openalex.org/keywords/voxel","display_name":"Voxel","score":0.5350834727287292},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.5290136337280273},{"id":"https://openalex.org/keywords/gaussian-blur","display_name":"Gaussian blur","score":0.48434650897979736},{"id":"https://openalex.org/keywords/random-forest","display_name":"Random forest","score":0.45240622758865356},{"id":"https://openalex.org/keywords/preprocessor","display_name":"Preprocessor","score":0.4408408999443054},{"id":"https://openalex.org/keywords/principal-component-analysis","display_name":"Principal component analysis","score":0.4403315484523773},{"id":"https://openalex.org/keywords/noise-reduction","display_name":"Noise reduction","score":0.4365275204181671},{"id":"https://openalex.org/keywords/wavelet","display_name":"Wavelet","score":0.4197048544883728},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.38290753960609436},{"id":"https://openalex.org/keywords/wavelet-transform","display_name":"Wavelet transform","score":0.27411675453186035},{"id":"https://openalex.org/keywords/image-processing","display_name":"Image processing","score":0.25118231773376465},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.2049277126789093},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.20252448320388794},{"id":"https://openalex.org/keywords/image-restoration","display_name":"Image restoration","score":0.08426815271377563}],"concepts":[{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.7646141648292542},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7498600482940674},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.6318684816360474},{"id":"https://openalex.org/C3770464","wikidata":"https://www.wikidata.org/wiki/Q775963","display_name":"Smoothing","level":2,"score":0.6090328693389893},{"id":"https://openalex.org/C46286280","wikidata":"https://www.wikidata.org/wiki/Q2414958","display_name":"Discrete wavelet transform","level":4,"score":0.606788158416748},{"id":"https://openalex.org/C54170458","wikidata":"https://www.wikidata.org/wiki/Q663554","display_name":"Voxel","level":2,"score":0.5350834727287292},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.5290136337280273},{"id":"https://openalex.org/C104317376","wikidata":"https://www.wikidata.org/wiki/Q1894545","display_name":"Gaussian blur","level":5,"score":0.48434650897979736},{"id":"https://openalex.org/C169258074","wikidata":"https://www.wikidata.org/wiki/Q245748","display_name":"Random forest","level":2,"score":0.45240622758865356},{"id":"https://openalex.org/C34736171","wikidata":"https://www.wikidata.org/wiki/Q918333","display_name":"Preprocessor","level":2,"score":0.4408408999443054},{"id":"https://openalex.org/C27438332","wikidata":"https://www.wikidata.org/wiki/Q2873","display_name":"Principal component analysis","level":2,"score":0.4403315484523773},{"id":"https://openalex.org/C163294075","wikidata":"https://www.wikidata.org/wiki/Q581861","display_name":"Noise reduction","level":2,"score":0.4365275204181671},{"id":"https://openalex.org/C47432892","wikidata":"https://www.wikidata.org/wiki/Q831390","display_name":"Wavelet","level":2,"score":0.4197048544883728},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.38290753960609436},{"id":"https://openalex.org/C196216189","wikidata":"https://www.wikidata.org/wiki/Q2867","display_name":"Wavelet transform","level":3,"score":0.27411675453186035},{"id":"https://openalex.org/C9417928","wikidata":"https://www.wikidata.org/wiki/Q1070689","display_name":"Image processing","level":3,"score":0.25118231773376465},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.2049277126789093},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.20252448320388794},{"id":"https://openalex.org/C106430172","wikidata":"https://www.wikidata.org/wiki/Q6002272","display_name":"Image restoration","level":4,"score":0.08426815271377563}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s11042-023-15935-4","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1007/s11042-023-15935-4","pdf_url":null,"source":{"id":"https://openalex.org/S110206669","display_name":"Multimedia Tools and Applications","issn_l":"1380-7501","issn":["1380-7501","1573-7721"],"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":"Multimedia Tools and Applications","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/1","display_name":"No poverty","score":0.46000000834465027}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":67,"referenced_works":["https://openalex.org/W202043522","https://openalex.org/W1087222685","https://openalex.org/W1510317613","https://openalex.org/W1533318183","https://openalex.org/W1899329334","https://openalex.org/W1962530199","https://openalex.org/W1971852918","https://openalex.org/W1971950154","https://openalex.org/W1974297074","https://openalex.org/W1975172680","https://openalex.org/W1984050705","https://openalex.org/W1994900366","https://openalex.org/W1997605372","https://openalex.org/W1998709940","https://openalex.org/W2014850687","https://openalex.org/W2019632397","https://openalex.org/W2022561739","https://openalex.org/W2026483346","https://openalex.org/W2036885187","https://openalex.org/W2047179963","https://openalex.org/W2055371284","https://openalex.org/W2063237661","https://openalex.org/W2070586825","https://openalex.org/W2080951458","https://openalex.org/W2088272457","https://openalex.org/W2112532472","https://openalex.org/W2120364003","https://openalex.org/W2123301119","https://openalex.org/W2133371501","https://openalex.org/W2136857108","https://openalex.org/W2139031580","https://openalex.org/W2140843341","https://openalex.org/W2147969224","https://openalex.org/W2150419410","https://openalex.org/W2153566421","https://openalex.org/W2153853271","https://openalex.org/W2155668652","https://openalex.org/W2158485497","https://openalex.org/W2158698691","https://openalex.org/W2162056840","https://openalex.org/W2168372372","https://openalex.org/W2200029319","https://openalex.org/W2333625584","https://openalex.org/W2412208823","https://openalex.org/W2520682644","https://openalex.org/W2588024633","https://openalex.org/W2611498572","https://openalex.org/W2888505821","https://openalex.org/W2971419801","https://openalex.org/W2981074672","https://openalex.org/W2987075660","https://openalex.org/W2990932459","https://openalex.org/W2996053974","https://openalex.org/W3013861761","https://openalex.org/W3091857486","https://openalex.org/W3105762472","https://openalex.org/W3131041270","https://openalex.org/W3159975137","https://openalex.org/W3173921677","https://openalex.org/W3191882681","https://openalex.org/W3198206954","https://openalex.org/W4214569667","https://openalex.org/W4224437447","https://openalex.org/W4244883719","https://openalex.org/W4250267313","https://openalex.org/W4286208810","https://openalex.org/W4362581794"],"related_works":["https://openalex.org/W3027020613","https://openalex.org/W2016533837","https://openalex.org/W3167885074","https://openalex.org/W2892386716","https://openalex.org/W4306164210","https://openalex.org/W4313316311","https://openalex.org/W4386259002","https://openalex.org/W4362608745","https://openalex.org/W1998563493","https://openalex.org/W1546989560"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":1}],"updated_date":"2026-01-20T17:24:06.736184","created_date":"2025-10-10T00:00:00"}