{"id":"https://openalex.org/W4390660343","doi":"https://doi.org/10.1109/access.2024.3351178","title":"On the In Vivo Recognition of Kidney Stones Using Machine Learning","display_name":"On the In Vivo Recognition of Kidney Stones Using Machine Learning","publication_year":2024,"publication_date":"2024-01-01","ids":{"openalex":"https://openalex.org/W4390660343","doi":"https://doi.org/10.1109/access.2024.3351178"},"language":"en","primary_location":{"id":"doi:10.1109/access.2024.3351178","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2024.3351178","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/6514899/10384337.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://ieeexplore.ieee.org/ielx7/6287639/6514899/10384337.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5072985093","display_name":"Francisco Lopez-Tiro","orcid":"https://orcid.org/0000-0003-1689-1998"},"institutions":[{"id":"https://openalex.org/I98461037","display_name":"Tecnol\u00f3gico de Monterrey","ror":"https://ror.org/03ayjn504","country_code":"MX","type":"education","lineage":["https://openalex.org/I98461037"]}],"countries":["MX"],"is_corresponding":false,"raw_author_name":"Francisco Lopez-Tiro","raw_affiliation_strings":["School of Engineering and Sciences, Tecnologico de Monterrey, Monterrey, Nuevo Leon, Mexico"],"raw_orcid":"https://orcid.org/0000-0003-1689-1998","affiliations":[{"raw_affiliation_string":"School of Engineering and Sciences, Tecnologico de Monterrey, Monterrey, Nuevo Leon, Mexico","institution_ids":["https://openalex.org/I98461037"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5021633224","display_name":"V. Estrade","orcid":"https://orcid.org/0000-0003-3927-487X"},"institutions":[{"id":"https://openalex.org/I4210112727","display_name":"H\u00f4pital Pellegrin","ror":"https://ror.org/02x581406","country_code":"FR","type":"healthcare","lineage":["https://openalex.org/I3018323443","https://openalex.org/I4210112727"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Vincent Estrade","raw_affiliation_strings":["CHU Pellegrin, Bordeaux, France"],"raw_orcid":"https://orcid.org/0000-0003-3927-487X","affiliations":[{"raw_affiliation_string":"CHU Pellegrin, Bordeaux, France","institution_ids":["https://openalex.org/I4210112727"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5081235802","display_name":"Jacques Hubert","orcid":"https://orcid.org/0000-0002-3807-0851"},"institutions":[{"id":"https://openalex.org/I4210100260","display_name":"Centre Hospitalier R\u00e9gional et Universitaire de Nancy","ror":"https://ror.org/016ncsr12","country_code":"FR","type":"healthcare","lineage":["https://openalex.org/I4210100260"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Jacques Hubert","raw_affiliation_strings":["Service d\u2019Urologie de Brabois, CHU Nancy, Vandoeuvre-l&#x00E8;s-Nancy, France","Service d&#x2019;Urologie de Brabois, CHU Nancy, Vandoeuvre-l&#x00E8;s-Nancy, France"],"raw_orcid":"https://orcid.org/0000-0002-3807-0851","affiliations":[{"raw_affiliation_string":"Service d\u2019Urologie de Brabois, CHU Nancy, Vandoeuvre-l&#x00E8;s-Nancy, France","institution_ids":["https://openalex.org/I4210100260"]},{"raw_affiliation_string":"Service d&#x2019;Urologie de Brabois, CHU Nancy, Vandoeuvre-l&#x00E8;s-Nancy, France","institution_ids":["https://openalex.org/I4210100260"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5058366337","display_name":"Daniel Flores-Araiza","orcid":"https://orcid.org/0000-0002-0824-3598"},"institutions":[{"id":"https://openalex.org/I98461037","display_name":"Tecnol\u00f3gico de Monterrey","ror":"https://ror.org/03ayjn504","country_code":"MX","type":"education","lineage":["https://openalex.org/I98461037"]}],"countries":["MX"],"is_corresponding":false,"raw_author_name":"Daniel Flores-Araiza","raw_affiliation_strings":["School of Engineering and Sciences, Tecnologico de Monterrey, Monterrey, Nuevo Leon, Mexico"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Engineering and Sciences, Tecnologico de Monterrey, Monterrey, Nuevo Leon, Mexico","institution_ids":["https://openalex.org/I98461037"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5033024566","display_name":"Miguel Gonz\u00e1lez-Mendoza","orcid":"https://orcid.org/0000-0001-6451-9109"},"institutions":[{"id":"https://openalex.org/I98461037","display_name":"Tecnol\u00f3gico de Monterrey","ror":"https://ror.org/03ayjn504","country_code":"MX","type":"education","lineage":["https://openalex.org/I98461037"]}],"countries":["MX"],"is_corresponding":false,"raw_author_name":"Miguel Gonzalez-Mendoza","raw_affiliation_strings":["School of Engineering and Sciences, Tecnologico de Monterrey, Monterrey, Nuevo Leon, Mexico"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Engineering and Sciences, Tecnologico de Monterrey, Monterrey, Nuevo Leon, Mexico","institution_ids":["https://openalex.org/I98461037"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5044516813","display_name":"Gilberto Ochoa\u2010Ruiz","orcid":"https://orcid.org/0000-0002-9896-8727"},"institutions":[{"id":"https://openalex.org/I98461037","display_name":"Tecnol\u00f3gico de Monterrey","ror":"https://ror.org/03ayjn504","country_code":"MX","type":"education","lineage":["https://openalex.org/I98461037"]}],"countries":["MX"],"is_corresponding":false,"raw_author_name":"Gilberto Ochoa","raw_affiliation_strings":["School of Engineering and Sciences, Tecnologico de Monterrey, Monterrey, Nuevo Leon, Mexico"],"raw_orcid":"https://orcid.org/0000-0002-9896-8727","affiliations":[{"raw_affiliation_string":"School of Engineering and Sciences, Tecnologico de Monterrey, Monterrey, Nuevo Leon, Mexico","institution_ids":["https://openalex.org/I98461037"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5066403560","display_name":"Christian Daul","orcid":"https://orcid.org/0000-0002-6149-7132"},"institutions":[{"id":"https://openalex.org/I1294671590","display_name":"Centre National de la Recherche Scientifique","ror":"https://ror.org/02feahw73","country_code":"FR","type":"government","lineage":["https://openalex.org/I1294671590"]},{"id":"https://openalex.org/I4210110792","display_name":"Centre de Recherche en Automatique de Nancy","ror":"https://ror.org/022r5hc56","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I4210099203","https://openalex.org/I4210100260","https://openalex.org/I4210110792","https://openalex.org/I4210159245","https://openalex.org/I90183372"]},{"id":"https://openalex.org/I90183372","display_name":"Universit\u00e9 de Lorraine","ror":"https://ror.org/04vfs2w97","country_code":"FR","type":"education","lineage":["https://openalex.org/I90183372"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Christian Daul","raw_affiliation_strings":["Centre de Recherche en Automatique de Nancy, UMR 7039, CNRS, Universit\u00e9 de Lorraine, Vandoeuvre-l&#x00E8;s-Nancy, France","Centre de Recherche en Automatique de Nancy, UMR 7039, CNRS, Universit&#x00E9; de Lorraine, Vandoeuvre-l&#x00E8;s-Nancy, France"],"raw_orcid":"https://orcid.org/0000-0002-6149-7132","affiliations":[{"raw_affiliation_string":"Centre de Recherche en Automatique de Nancy, UMR 7039, CNRS, Universit\u00e9 de Lorraine, Vandoeuvre-l&#x00E8;s-Nancy, France","institution_ids":["https://openalex.org/I4210110792","https://openalex.org/I90183372","https://openalex.org/I1294671590"]},{"raw_affiliation_string":"Centre de Recherche en Automatique de Nancy, UMR 7039, CNRS, Universit&#x00E9; de Lorraine, Vandoeuvre-l&#x00E8;s-Nancy, France","institution_ids":["https://openalex.org/I4210110792","https://openalex.org/I1294671590"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":7,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":{"value":1850,"currency":"USD","value_usd":1850},"apc_paid":{"value":1850,"currency":"USD","value_usd":1850},"fwci":5.0463,"has_fulltext":true,"cited_by_count":31,"citation_normalized_percentile":{"value":0.96199032,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":99,"max":100},"biblio":{"volume":"12","issue":null,"first_page":"10736","last_page":"10759"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12386","display_name":"Advanced X-ray and CT Imaging","score":0.989799976348877,"subfield":{"id":"https://openalex.org/subfields/2204","display_name":"Biomedical Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T12386","display_name":"Advanced X-ray and CT Imaging","score":0.989799976348877,"subfield":{"id":"https://openalex.org/subfields/2204","display_name":"Biomedical Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10606","display_name":"Kidney Stones and Urolithiasis Treatments","score":0.9235000014305115,"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/T11778","display_name":"Electrical and Bioimpedance Tomography","score":0.9192000031471252,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6494032144546509},{"id":"https://openalex.org/keywords/kidney-stones","display_name":"Kidney stones","score":0.48674631118774414},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.41391366720199585},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.12598973512649536},{"id":"https://openalex.org/keywords/internal-medicine","display_name":"Internal medicine","score":0.08062744140625}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6494032144546509},{"id":"https://openalex.org/C2779403450","wikidata":"https://www.wikidata.org/wiki/Q178623","display_name":"Kidney stones","level":2,"score":0.48674631118774414},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.41391366720199585},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.12598973512649536},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.08062744140625}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1109/access.2024.3351178","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2024.3351178","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/6514899/10384337.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},{"id":"pmh:oai:HAL:hal-04822393v1","is_oa":false,"landing_page_url":"https://hal.science/hal-04822393","pdf_url":null,"source":{"id":"https://openalex.org/S4306402512","display_name":"HAL (Le Centre pour la Communication Scientifique Directe)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1294671590","host_organization_name":"Centre National de la Recherche Scientifique","host_organization_lineage":["https://openalex.org/I1294671590"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Access, 2024, 12, pp.10736-10759. &#x27E8;10.1109/ACCESS.2024.3351178&#x27E9;","raw_type":"Journal articles"},{"id":"pmh:oai:doaj.org/article:24ac67c075b64156a292e208608c48bc","is_oa":true,"landing_page_url":"https://doaj.org/article/24ac67c075b64156a292e208608c48bc","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","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-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Access, Vol 12, Pp 10736-10759 (2024)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1109/access.2024.3351178","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2024.3351178","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/6514899/10384337.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/4","display_name":"Quality Education","score":0.6000000238418579}],"awards":[{"id":"https://openalex.org/G7393385984","display_name":null,"funder_award_id":"322537","funder_id":"https://openalex.org/F4320324492","funder_display_name":"Asociaci\u00f3n Nacional de Universidades e Instituciones de Educaci\u00f3n Superior"}],"funders":[{"id":"https://openalex.org/F4320321739","display_name":"Consejo Nacional de Ciencia y Tecnolog\u00eda","ror":"https://ror.org/059ex5q34"},{"id":"https://openalex.org/F4320324492","display_name":"Asociaci\u00f3n Nacional de Universidades e Instituciones de Educaci\u00f3n Superior","ror":"https://ror.org/00tpx5s27"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4390660343.pdf","grobid_xml":"https://content.openalex.org/works/W4390660343.grobid-xml"},"referenced_works_count":79,"referenced_works":["https://openalex.org/W22244702","https://openalex.org/W93931726","https://openalex.org/W770756122","https://openalex.org/W1848209866","https://openalex.org/W1966292508","https://openalex.org/W1971511965","https://openalex.org/W1980205456","https://openalex.org/W1998096232","https://openalex.org/W2004188750","https://openalex.org/W2026188906","https://openalex.org/W2034989732","https://openalex.org/W2036570495","https://openalex.org/W2073570454","https://openalex.org/W2081768416","https://openalex.org/W2104755544","https://openalex.org/W2118634019","https://openalex.org/W2166022329","https://openalex.org/W2171942415","https://openalex.org/W2415956705","https://openalex.org/W2419510799","https://openalex.org/W2419597278","https://openalex.org/W2520474112","https://openalex.org/W2546725318","https://openalex.org/W2592929672","https://openalex.org/W2604649150","https://openalex.org/W2736298595","https://openalex.org/W2757894858","https://openalex.org/W2760680236","https://openalex.org/W2772577987","https://openalex.org/W2786672974","https://openalex.org/W2889793693","https://openalex.org/W2897971900","https://openalex.org/W2899350480","https://openalex.org/W2945976633","https://openalex.org/W2962858109","https://openalex.org/W2997937446","https://openalex.org/W2998212361","https://openalex.org/W3004179238","https://openalex.org/W3006594177","https://openalex.org/W3030364939","https://openalex.org/W3034942609","https://openalex.org/W3080262192","https://openalex.org/W3082816544","https://openalex.org/W3092346200","https://openalex.org/W3092599367","https://openalex.org/W3094730317","https://openalex.org/W3107390157","https://openalex.org/W3111630737","https://openalex.org/W3130794141","https://openalex.org/W3134171531","https://openalex.org/W3134866923","https://openalex.org/W3134986601","https://openalex.org/W3147819947","https://openalex.org/W3157743721","https://openalex.org/W3163842339","https://openalex.org/W3163939464","https://openalex.org/W3166376549","https://openalex.org/W3200423583","https://openalex.org/W4223899585","https://openalex.org/W4225116443","https://openalex.org/W4245069552","https://openalex.org/W4288886040","https://openalex.org/W4293713156","https://openalex.org/W4302332252","https://openalex.org/W4313171268","https://openalex.org/W4327667519","https://openalex.org/W4377136916","https://openalex.org/W4385804976","https://openalex.org/W4386352621","https://openalex.org/W6675770964","https://openalex.org/W6717177883","https://openalex.org/W6726972653","https://openalex.org/W6747701563","https://openalex.org/W6748816842","https://openalex.org/W6773342739","https://openalex.org/W6782145995","https://openalex.org/W6793503459","https://openalex.org/W6847517680","https://openalex.org/W6850364322"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W4391913857","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W4396696052"],"abstract_inverted_index":{"Determining":[0],"the":[1,14,35,45,48,78,100,117,129,139,145,159,165,211,214],"type":[2,38],"of":[3,16,34,44,83,99,119,123,128,144,154,174,213,231],"kidney":[4,36,68,79,155],"stones":[5],"allows":[6,202],"urologists":[7],"to":[8,12,208,223],"prescribe":[9],"a":[10,41,203],"treatment":[11],"avoid":[13],"recurrence":[15],"renal":[17],"lithiasis.":[18],"An":[19],"automated":[20,67],"in-vivo":[21,97,121],"image-based":[22],"classification":[23,70],"method":[24,207],"would":[25],"be":[26],"an":[27,31,66,109,120,195],"important":[28],"step":[29],"towards":[30],"immediate":[32],"identification":[33],"stone":[37,69,80],"required":[39],"as":[40],"first":[42],"phase":[43],"diagnosis.":[46],"In":[47],"literature,":[49],"it":[50,189],"was":[51],"shown":[52,192],"on":[53],"ex-vivo":[54],"data":[55],"(i.e.,":[56],"in":[57,133],"very":[58],"controlled":[59],"scene":[60],"and":[61,89,142,150,172,184,199,228],"image":[62],"acquisition":[63],"conditions)":[64],"that":[65,193],"is":[71,190],"indeed":[72],"feasible.":[73],"This":[74,114],"pilot":[75],"study":[76],"compares":[77],"recognition":[81],"performances":[82,212],"six":[84],"shallow":[85,204],"machine":[86,148,205],"learning":[87,149,206],"methods":[88,218],"three":[90],"deep-learning":[91,217],"architectures":[92],"which":[93],"were":[94,162],"tested":[95],"with":[96,108,126],"images":[98,125],"four":[101,127],"most":[102,130,215],"frequent":[103],"urinary":[104],"calculus":[105],"types":[106],"acquired":[107],"endoscope":[110],"during":[111],"standard":[112],"ureteroscopies.":[113],"contribution":[115],"details":[116],"construction":[118],"dataset":[122],"endoscopic":[124],"recurrent":[131],"classes":[132],"clinical":[134],"practice.":[135],"It":[136],"also":[137,191],"describes":[138],"design,":[140],"implementation,":[141],"results":[143,161],"classifiers":[146],"(shallow":[147],"deep":[151],"learning-based":[152],"methods)":[153],"stones.":[156],"Even":[157],"if":[158],"best":[160],"obtained":[163],"by":[164],"InceptionV3":[166],"architecture":[167],"(weighted":[168],"accuracy,":[169,225],"precision,":[170,226],"recall":[171,227],"F1-Score":[173,229],"97":[175,178],"\u00b1":[176,179,182,186,233],"03%,":[177,180,187],"98":[181,185],"04%,":[183],"respectively),":[188],"choosing":[194],"appropriate":[196],"colour":[197],"space":[198],"texture":[200],"features":[201],"approach":[209],"closely":[210],"promising":[216],"(the":[219],"XGBoost":[220],"classifier":[221],"led":[222],"weighted":[224],"values":[230],"96":[232],"14%).":[234]},"counts_by_year":[{"year":2026,"cited_by_count":4},{"year":2025,"cited_by_count":18},{"year":2024,"cited_by_count":9}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
