{"id":"https://openalex.org/W4413043612","doi":"https://doi.org/10.1016/j.bspc.2025.108393","title":"Evaluation of fractal descriptors, deep features and XAI representations with LASSO-regularized Hermite polynomial classifier for H&E histological image classification","display_name":"Evaluation of fractal descriptors, deep features and XAI representations with LASSO-regularized Hermite polynomial classifier for H&E histological image classification","publication_year":2025,"publication_date":"2025-08-07","ids":{"openalex":"https://openalex.org/W4413043612","doi":"https://doi.org/10.1016/j.bspc.2025.108393"},"language":"en","primary_location":{"id":"doi:10.1016/j.bspc.2025.108393","is_oa":true,"landing_page_url":"https://doi.org/10.1016/j.bspc.2025.108393","pdf_url":null,"source":{"id":"https://openalex.org/S8427965","display_name":"Biomedical Signal Processing and Control","issn_l":"1746-8094","issn":["1746-8094","1746-8108"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Biomedical Signal Processing and Control","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://doi.org/10.1016/j.bspc.2025.108393","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5065751045","display_name":"Danilo C. Pereira","orcid":"https://orcid.org/0000-0002-2694-4865"},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Danilo C. Pereira","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5024470205","display_name":"Adriano Barbosa Silva","orcid":"https://orcid.org/0000-0001-8999-1135"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Adriano B. Silva","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5079413298","display_name":"Leonardo C. Longo","orcid":"https://orcid.org/0009-0001-5772-2499"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Leonardo H.C. Longo","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5083299475","display_name":"Adriano Mota Loyola","orcid":"https://orcid.org/0000-0001-9707-9365"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Adriano M. Loyola","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5044925516","display_name":"S\u00e9rgio Vitorino Cardoso","orcid":"https://orcid.org/0000-0003-1809-0617"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"S\u00e9rgio V. Cardoso","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5028101933","display_name":"Paulo Rog\u00e9rio de Faria","orcid":"https://orcid.org/0000-0003-2650-3960"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Paulo R. de Faria","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5007644847","display_name":"Th\u00e1\u0131na A. A. Tosta","orcid":"https://orcid.org/0000-0002-9291-8892"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Tha\u00edna A.A. Tosta","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5019832813","display_name":"Leandro Alves Neves","orcid":"https://orcid.org/0000-0001-8580-7054"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Leandro A. Neves","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5069078682","display_name":"Alessandro S. Martins","orcid":"https://orcid.org/0000-0003-4635-5037"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Alessandro S. Martins","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5007024554","display_name":"Marcelo Zanchetta do Nascimento","orcid":"https://orcid.org/0000-0003-3537-0178"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Marcelo Z. Nascimento","raw_affiliation_strings":[],"affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":10,"corresponding_author_ids":["https://openalex.org/A5065751045"],"corresponding_institution_ids":[],"apc_list":{"value":2420,"currency":"USD","value_usd":2420},"apc_paid":{"value":2420,"currency":"USD","value_usd":2420},"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.10031593,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"112","issue":null,"first_page":"108393","last_page":"108393"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10862","display_name":"AI in cancer detection","score":0.9933000206947327,"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"}},"topics":[{"id":"https://openalex.org/T10862","display_name":"AI in cancer detection","score":0.9933000206947327,"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/T12874","display_name":"Digital Imaging for Blood Diseases","score":0.9829000234603882,"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/T12859","display_name":"Cell Image Analysis Techniques","score":0.9603999853134155,"subfield":{"id":"https://openalex.org/subfields/1304","display_name":"Biophysics"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.7074445486068726},{"id":"https://openalex.org/keywords/hermite-polynomials","display_name":"Hermite polynomials","score":0.6318441033363342},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6315079927444458},{"id":"https://openalex.org/keywords/classifier","display_name":"Classifier (UML)","score":0.5838552713394165},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.5754498243331909},{"id":"https://openalex.org/keywords/fractal","display_name":"Fractal","score":0.522556483745575},{"id":"https://openalex.org/keywords/contextual-image-classification","display_name":"Contextual image classification","score":0.4377375841140747},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4243730902671814},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.3954346477985382},{"id":"https://openalex.org/keywords/pure-mathematics","display_name":"Pure mathematics","score":0.16162043809890747},{"id":"https://openalex.org/keywords/mathematical-analysis","display_name":"Mathematical analysis","score":0.07603609561920166}],"concepts":[{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.7074445486068726},{"id":"https://openalex.org/C201362023","wikidata":"https://www.wikidata.org/wiki/Q658574","display_name":"Hermite polynomials","level":2,"score":0.6318441033363342},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6315079927444458},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.5838552713394165},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.5754498243331909},{"id":"https://openalex.org/C40636538","wikidata":"https://www.wikidata.org/wiki/Q81392","display_name":"Fractal","level":2,"score":0.522556483745575},{"id":"https://openalex.org/C75294576","wikidata":"https://www.wikidata.org/wiki/Q5165192","display_name":"Contextual image classification","level":3,"score":0.4377375841140747},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4243730902671814},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.3954346477985382},{"id":"https://openalex.org/C202444582","wikidata":"https://www.wikidata.org/wiki/Q837863","display_name":"Pure mathematics","level":1,"score":0.16162043809890747},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.07603609561920166}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1016/j.bspc.2025.108393","is_oa":true,"landing_page_url":"https://doi.org/10.1016/j.bspc.2025.108393","pdf_url":null,"source":{"id":"https://openalex.org/S8427965","display_name":"Biomedical Signal Processing and Control","issn_l":"1746-8094","issn":["1746-8094","1746-8108"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Biomedical Signal Processing and Control","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.1016/j.bspc.2025.108393","is_oa":true,"landing_page_url":"https://doi.org/10.1016/j.bspc.2025.108393","pdf_url":null,"source":{"id":"https://openalex.org/S8427965","display_name":"Biomedical Signal Processing and Control","issn_l":"1746-8094","issn":["1746-8094","1746-8108"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Biomedical Signal Processing and Control","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G3315125458","display_name":null,"funder_award_id":"313643/2021-0","funder_id":"https://openalex.org/F4320322025","funder_display_name":"Conselho Nacional de Desenvolvimento Cient\u00edfico e Tecnol\u00f3gico"},{"id":"https://openalex.org/G3574146551","display_name":null,"funder_award_id":"302833/2025-0","funder_id":"https://openalex.org/F4320322025","funder_display_name":"Conselho Nacional de Desenvolvimento Cient\u00edfico e Tecnol\u00f3gico"},{"id":"https://openalex.org/G6005715077","display_name":null,"funder_award_id":"311404/2021-9","funder_id":"https://openalex.org/F4320322025","funder_display_name":"Conselho Nacional de Desenvolvimento Cient\u00edfico e Tecnol\u00f3gico"},{"id":"https://openalex.org/G6166237717","display_name":null,"funder_award_id":"307318/2022-2","funder_id":"https://openalex.org/F4320322025","funder_display_name":"Conselho Nacional de Desenvolvimento Cient\u00edfico e Tecnol\u00f3gico"},{"id":"https://openalex.org/G6649939866","display_name":null,"funder_award_id":"2022/03020-1","funder_id":"https://openalex.org/F4320320997","funder_display_name":"Funda\u00e7\u00e3o de Amparo \u00e0 Pesquisa do Estado de S\u00e3o Paulo"},{"id":"https://openalex.org/G7846420716","display_name":null,"funder_award_id":"305386/2024-7","funder_id":"https://openalex.org/F4320322025","funder_display_name":"Conselho Nacional de Desenvolvimento Cient\u00edfico e Tecnol\u00f3gico"},{"id":"https://openalex.org/G962712960","display_name":null,"funder_award_id":"-00727-24","funder_id":"https://openalex.org/F4320322980","funder_display_name":"Funda\u00e7\u00e3o de Amparo \u00e0 Pesquisa do Estado de Minas Gerais"}],"funders":[{"id":"https://openalex.org/F4320320997","display_name":"Funda\u00e7\u00e3o de Amparo \u00e0 Pesquisa do Estado de S\u00e3o Paulo","ror":"https://ror.org/02ddkpn78"},{"id":"https://openalex.org/F4320322025","display_name":"Conselho Nacional de Desenvolvimento Cient\u00edfico e Tecnol\u00f3gico","ror":"https://ror.org/03swz6y49"},{"id":"https://openalex.org/F4320322980","display_name":"Funda\u00e7\u00e3o de Amparo \u00e0 Pesquisa do Estado de Minas Gerais","ror":"https://ror.org/00nc55f03"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":122,"referenced_works":["https://openalex.org/W271836318","https://openalex.org/W1482684349","https://openalex.org/W1565746575","https://openalex.org/W1577581905","https://openalex.org/W1977177161","https://openalex.org/W2010533066","https://openalex.org/W2015159529","https://openalex.org/W2033576323","https://openalex.org/W2076552912","https://openalex.org/W2084134149","https://openalex.org/W2089666804","https://openalex.org/W2090696802","https://openalex.org/W2106393550","https://openalex.org/W2134473739","https://openalex.org/W2139159280","https://openalex.org/W2150757437","https://openalex.org/W2151608510","https://openalex.org/W2169284845","https://openalex.org/W2194775991","https://openalex.org/W2282821441","https://openalex.org/W2288892845","https://openalex.org/W2295107390","https://openalex.org/W2335197832","https://openalex.org/W2460401654","https://openalex.org/W2464951325","https://openalex.org/W2528491735","https://openalex.org/W2728509928","https://openalex.org/W2765502952","https://openalex.org/W2807104763","https://openalex.org/W2902891561","https://openalex.org/W2910121883","https://openalex.org/W2910575305","https://openalex.org/W2911440706","https://openalex.org/W2911964244","https://openalex.org/W2917767525","https://openalex.org/W2921547845","https://openalex.org/W2921675148","https://openalex.org/W2939791383","https://openalex.org/W2962851944","https://openalex.org/W2962858109","https://openalex.org/W2970016848","https://openalex.org/W2971944525","https://openalex.org/W2973136425","https://openalex.org/W2994524537","https://openalex.org/W3000716014","https://openalex.org/W3001893076","https://openalex.org/W3004188698","https://openalex.org/W3008930867","https://openalex.org/W3018821700","https://openalex.org/W3029330152","https://openalex.org/W3038007061","https://openalex.org/W3084209289","https://openalex.org/W3088152618","https://openalex.org/W3092228902","https://openalex.org/W3098943686","https://openalex.org/W3100321043","https://openalex.org/W3130798577","https://openalex.org/W3132799678","https://openalex.org/W3145197539","https://openalex.org/W3152781463","https://openalex.org/W3156906419","https://openalex.org/W3184836495","https://openalex.org/W3199384803","https://openalex.org/W3215385221","https://openalex.org/W4200143903","https://openalex.org/W4200322801","https://openalex.org/W4205687621","https://openalex.org/W4205938292","https://openalex.org/W4233182706","https://openalex.org/W4233721802","https://openalex.org/W4234842379","https://openalex.org/W4249502209","https://openalex.org/W4252122345","https://openalex.org/W4283786398","https://openalex.org/W4285105280","https://openalex.org/W4285120158","https://openalex.org/W4312839079","https://openalex.org/W4313147990","https://openalex.org/W4367175852","https://openalex.org/W4367293207","https://openalex.org/W4378908620","https://openalex.org/W4385702857","https://openalex.org/W4385733278","https://openalex.org/W4386366404","https://openalex.org/W4390079535","https://openalex.org/W4390347694","https://openalex.org/W4390502208","https://openalex.org/W4391684029","https://openalex.org/W4391749810","https://openalex.org/W4392154521","https://openalex.org/W4392242501","https://openalex.org/W4393357547","https://openalex.org/W4393935425","https://openalex.org/W4402220065","https://openalex.org/W4406140776","https://openalex.org/W4407856880","https://openalex.org/W6610072235","https://openalex.org/W6633658626","https://openalex.org/W6669487965","https://openalex.org/W6674526036","https://openalex.org/W6676297131","https://openalex.org/W6679937618","https://openalex.org/W6684862044","https://openalex.org/W6754669450","https://openalex.org/W6759934792","https://openalex.org/W6760944403","https://openalex.org/W6762718338","https://openalex.org/W6768468396","https://openalex.org/W6769119439","https://openalex.org/W6788303528","https://openalex.org/W6790037387","https://openalex.org/W6804280552","https://openalex.org/W6809782190","https://openalex.org/W6811107879","https://openalex.org/W6839654764","https://openalex.org/W6848389571","https://openalex.org/W6848426987","https://openalex.org/W6853764952","https://openalex.org/W6856099018","https://openalex.org/W6860047022","https://openalex.org/W6861916780","https://openalex.org/W6872623851"],"related_works":["https://openalex.org/W175020571","https://openalex.org/W4383100562","https://openalex.org/W1965919058","https://openalex.org/W2013332237","https://openalex.org/W1522259561","https://openalex.org/W4313556169","https://openalex.org/W2295517574","https://openalex.org/W1628946225","https://openalex.org/W2005234362","https://openalex.org/W1997235926"],"abstract_inverted_index":{"Diagnostic":[0],"support":[1],"systems":[2],"play":[3],"an":[4,127],"important":[5],"role":[6],"as":[7],"a":[8,37],"supplementary":[9],"tool":[10],"for":[11,28,133,166],"the":[12,92,98,107,117,134,153,156],"identification":[13],"and":[14,24,46,68,88,126,147],"recognition":[15],"of":[16,123,131,155],"patterns":[17],"in":[18],"histological":[19,30,168],"images.":[20,31],"This":[21],"study":[22,151],"investigates":[23],"compares":[25],"classification":[26],"approaches":[27],"H&E":[29],"The":[32,80,102,150],"performance":[33],"was":[34],"evaluated":[35],"with":[36,43,85,111,142,163],"Hermite":[38],"polynomial":[39],"(HP)":[40],"classifier":[41,109],"combined":[42,110,162],"LASSO":[44,86],"algorithm":[45],"distinct":[47],"feature":[48],"datasets":[49],"derived":[50],"from:":[51],"(i)":[52],"fractal":[53,70],"geometry":[54],"(fractal":[55],"dimension,":[56],"lacunarity,":[57],"percolation),":[58],"(ii)":[59],"deep":[60,113,164],"learning":[61,145],"features":[62,82,114],"extracted":[63],"from":[64],"CNNs":[65],"(ResNet-50,":[66],"EfficientNet-B2),":[67],"(iii)":[69],"descriptors":[71],"applied":[72],"to":[73],"explainable":[74],"AI":[75],"(XAI)":[76],"representations":[77],"(Grad-CAM,":[78],"LIME).":[79],"best":[81],"were":[83,140],"selected":[84],"regularization":[87],"classified":[89],"separately":[90],"using":[91],"HP":[93,108,158],"algorithm.":[94],"These":[95,138],"experiments":[96],"employ":[97],"10-fold":[99],"cross-validation":[100],"technique.":[101],"proposed":[103],"approach,":[104],"which":[105],"is":[106],"LASSO-regularized":[112],"(ResNet-50),":[115],"demonstrated":[116],"highest":[118],"performance,":[119],"providing":[120],"accuracy":[121,129],"values":[122],"approximately":[124],"99%":[125],"imbalance":[128],"metric":[130],"0.99":[132],"investigated":[135],"image":[136],"datasets.":[137],"results":[139],"compared":[141],"other":[143],"machine":[144],"algorithms":[146],"literature":[148],"findings.":[149],"highlights":[152],"effectiveness":[154],"regularized":[157],"algorithm,":[159],"particularly":[160],"when":[161],"features,":[165],"classifying":[167],"lesions.":[169]},"counts_by_year":[],"updated_date":"2026-04-09T08:11:56.329763","created_date":"2025-10-10T00:00:00"}