{"id":"https://openalex.org/W4413109343","doi":"https://doi.org/10.1007/s11548-025-03491-1","title":"Exploratory analysis and framework for tissue classification based on vibroacoustic signals from needle\u2013tissue interaction","display_name":"Exploratory analysis and framework for tissue classification based on vibroacoustic signals from needle\u2013tissue interaction","publication_year":2025,"publication_date":"2025-08-12","ids":{"openalex":"https://openalex.org/W4413109343","doi":"https://doi.org/10.1007/s11548-025-03491-1","pmid":"https://pubmed.ncbi.nlm.nih.gov/40794229"},"language":"en","primary_location":{"id":"doi:10.1007/s11548-025-03491-1","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s11548-025-03491-1","pdf_url":"https://link.springer.com/content/pdf/10.1007/s11548-025-03491-1.pdf","source":{"id":"https://openalex.org/S181408163","display_name":"International Journal of Computer Assisted Radiology and Surgery","issn_l":"1861-6410","issn":["1861-6410","1861-6429"],"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Computer Assisted Radiology and Surgery","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","pubmed"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://link.springer.com/content/pdf/10.1007/s11548-025-03491-1.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5041074444","display_name":"Katarzyna Heryan","orcid":"https://orcid.org/0000-0001-8104-7828"},"institutions":[{"id":"https://openalex.org/I686019","display_name":"AGH University of Krakow","ror":"https://ror.org/00bas1c41","country_code":"PL","type":"education","lineage":["https://openalex.org/I686019"]}],"countries":["PL"],"is_corresponding":true,"raw_author_name":"Katarzyna Heryan","raw_affiliation_strings":["Institute of Computer Science, AGH University of Krak\u00f3w, al. Adama Mickiewicza 30, 30-059, Krak\u00f3w, Poland. heryan@agh.edu.pl"],"raw_orcid":"https://orcid.org/0000-0001-8104-7828","affiliations":[{"raw_affiliation_string":"Institute of Computer Science, AGH University of Krak\u00f3w, al. Adama Mickiewicza 30, 30-059, Krak\u00f3w, Poland. heryan@agh.edu.pl","institution_ids":["https://openalex.org/I686019"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5092917858","display_name":"Witold Serwatka","orcid":null},"institutions":[{"id":"https://openalex.org/I3019092743","display_name":"University of Agriculture in Krakow","ror":"https://ror.org/012dxyr07","country_code":"PL","type":"education","lineage":["https://openalex.org/I3019092743"]},{"id":"https://openalex.org/I686019","display_name":"AGH University of Krakow","ror":"https://ror.org/00bas1c41","country_code":"PL","type":"education","lineage":["https://openalex.org/I686019"]}],"countries":["PL"],"is_corresponding":false,"raw_author_name":"Witold Serwatka","raw_affiliation_strings":["Institute of Computer Science, AGH University of Krak\u00f3w, al. Adama Mickiewicza 30, 30-059, Krak\u00f3w, Poland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute of Computer Science, AGH University of Krak\u00f3w, al. Adama Mickiewicza 30, 30-059, Krak\u00f3w, Poland","institution_ids":["https://openalex.org/I686019","https://openalex.org/I3019092743"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5015334411","display_name":"Dominik Rzepka","orcid":"https://orcid.org/0000-0002-1159-2502"},"institutions":[{"id":"https://openalex.org/I3019092743","display_name":"University of Agriculture in Krakow","ror":"https://ror.org/012dxyr07","country_code":"PL","type":"education","lineage":["https://openalex.org/I3019092743"]},{"id":"https://openalex.org/I686019","display_name":"AGH University of Krakow","ror":"https://ror.org/00bas1c41","country_code":"PL","type":"education","lineage":["https://openalex.org/I686019"]}],"countries":["PL"],"is_corresponding":false,"raw_author_name":"Dominik Rzepka","raw_affiliation_strings":["Institute of Computer Science, AGH University of Krak\u00f3w, al. Adama Mickiewicza 30, 30-059, Krak\u00f3w, Poland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute of Computer Science, AGH University of Krak\u00f3w, al. Adama Mickiewicza 30, 30-059, Krak\u00f3w, Poland","institution_ids":["https://openalex.org/I686019","https://openalex.org/I3019092743"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5062323222","display_name":"Patricio Fuentealba","orcid":"https://orcid.org/0000-0002-7119-0580"},"institutions":[{"id":"https://openalex.org/I16465266","display_name":"Austral University of Chile","ror":"https://ror.org/029ycp228","country_code":"CL","type":"education","lineage":["https://openalex.org/I16465266"]}],"countries":["CL"],"is_corresponding":false,"raw_author_name":"Patricio Fuentealba","raw_affiliation_strings":["Instituto de Electricidad y Electr\u00f3nica, Facultad de Ciencias de la Ingenier\u00eda, Universidad Austral de Chile, 5111187, Valdivia, Chile"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Instituto de Electricidad y Electr\u00f3nica, Facultad de Ciencias de la Ingenier\u00eda, Universidad Austral de Chile, 5111187, Valdivia, Chile","institution_ids":["https://openalex.org/I16465266"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5006854061","display_name":"Michael Friebe","orcid":"https://orcid.org/0000-0002-8624-0800"},"institutions":[{"id":"https://openalex.org/I3019092743","display_name":"University of Agriculture in Krakow","ror":"https://ror.org/012dxyr07","country_code":"PL","type":"education","lineage":["https://openalex.org/I3019092743"]},{"id":"https://openalex.org/I686019","display_name":"AGH University of Krakow","ror":"https://ror.org/00bas1c41","country_code":"PL","type":"education","lineage":["https://openalex.org/I686019"]}],"countries":["PL"],"is_corresponding":false,"raw_author_name":"Michael Friebe","raw_affiliation_strings":["Institute of Computer Science, AGH University of Krak\u00f3w, al. Adama Mickiewicza 30, 30-059, Krak\u00f3w, Poland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute of Computer Science, AGH University of Krak\u00f3w, al. Adama Mickiewicza 30, 30-059, Krak\u00f3w, Poland","institution_ids":["https://openalex.org/I686019","https://openalex.org/I3019092743"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5041074444"],"corresponding_institution_ids":["https://openalex.org/I686019"],"apc_list":{"value":3390,"currency":"EUR","value_usd":4390},"apc_paid":{"value":3390,"currency":"EUR","value_usd":4390},"fwci":0.0,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":{"value":0.17795435,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"20","issue":"9","first_page":"1795","last_page":"1806"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12015","display_name":"Photoacoustic and Ultrasonic Imaging","score":0.13920000195503235,"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/T12015","display_name":"Photoacoustic and Ultrasonic Imaging","score":0.13920000195503235,"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/T11778","display_name":"Electrical and Bioimpedance Tomography","score":0.12370000034570694,"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"}},{"id":"https://openalex.org/T12419","display_name":"Phonocardiography and Auscultation Techniques","score":0.08630000054836273,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5942401885986328},{"id":"https://openalex.org/keywords/exploratory-analysis","display_name":"Exploratory analysis","score":0.4270319640636444},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.36331725120544434},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.32815951108932495}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5942401885986328},{"id":"https://openalex.org/C3018260909","wikidata":"https://www.wikidata.org/wiki/Q1322871","display_name":"Exploratory analysis","level":2,"score":0.4270319640636444},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.36331725120544434},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.32815951108932495}],"mesh":[{"descriptor_ui":"D000077321","descriptor_name":"Deep Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000077321","descriptor_name":"Deep Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000077321","descriptor_name":"Deep Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000818","descriptor_name":"Animals","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000818","descriptor_name":"Animals","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000818","descriptor_name":"Animals","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D009339","descriptor_name":"Needles","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D009339","descriptor_name":"Needles","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D009339","descriptor_name":"Needles","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D019047","descriptor_name":"Phantoms, Imaging","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D019047","descriptor_name":"Phantoms, Imaging","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D019047","descriptor_name":"Phantoms, Imaging","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false}],"locations_count":4,"locations":[{"id":"doi:10.1007/s11548-025-03491-1","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s11548-025-03491-1","pdf_url":"https://link.springer.com/content/pdf/10.1007/s11548-025-03491-1.pdf","source":{"id":"https://openalex.org/S181408163","display_name":"International Journal of Computer Assisted Radiology and Surgery","issn_l":"1861-6410","issn":["1861-6410","1861-6429"],"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Computer Assisted Radiology and Surgery","raw_type":"journal-article"},{"id":"pmid:40794229","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/40794229","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International journal of computer assisted radiology and surgery","raw_type":null},{"id":"pmh:oai:europepmc.org:11285003","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/12476323","pdf_url":"https://pmc.ncbi.nlm.nih.gov/articles/PMC12476323/pdf/11548_2025_Article_3491.pdf","source":{"id":"https://openalex.org/S4306400806","display_name":"Europe PMC (PubMed Central)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1303153112","host_organization_name":"European Bioinformatics Institute","host_organization_lineage":["https://openalex.org/I1303153112"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Text"},{"id":"pmh:oai:pubmedcentral.nih.gov:12476323","is_oa":true,"landing_page_url":"https://pmc.ncbi.nlm.nih.gov/articles/PMC12476323/","pdf_url":null,"source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Int J Comput Assist Radiol Surg","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.1007/s11548-025-03491-1","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s11548-025-03491-1","pdf_url":"https://link.springer.com/content/pdf/10.1007/s11548-025-03491-1.pdf","source":{"id":"https://openalex.org/S181408163","display_name":"International Journal of Computer Assisted Radiology and Surgery","issn_l":"1861-6410","issn":["1861-6410","1861-6429"],"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Computer Assisted Radiology and Surgery","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G3519168554","display_name":null,"funder_award_id":"504923173","funder_id":"https://openalex.org/F4320320879","funder_display_name":"Deutsche Forschungsgemeinschaft"}],"funders":[{"id":"https://openalex.org/F4320320879","display_name":"Deutsche Forschungsgemeinschaft","ror":"https://ror.org/018mejw64"},{"id":"https://openalex.org/F4320324664","display_name":"Akademia G\u00f3rniczo-Hutnicza im. Stanislawa Staszica","ror":"https://ror.org/00bas1c41"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4413109343.pdf","grobid_xml":"https://content.openalex.org/works/W4413109343.grobid-xml"},"referenced_works_count":21,"referenced_works":["https://openalex.org/W1965002542","https://openalex.org/W2001394551","https://openalex.org/W2009339716","https://openalex.org/W2039488821","https://openalex.org/W2061359196","https://openalex.org/W2068050180","https://openalex.org/W2069675112","https://openalex.org/W2090415875","https://openalex.org/W2109121052","https://openalex.org/W2146840602","https://openalex.org/W2194775991","https://openalex.org/W2557269700","https://openalex.org/W2886178186","https://openalex.org/W2889658987","https://openalex.org/W2973912282","https://openalex.org/W2979917474","https://openalex.org/W2980063649","https://openalex.org/W3000529595","https://openalex.org/W3090980126","https://openalex.org/W3133021457","https://openalex.org/W4327602354"],"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/W4248219441"],"abstract_inverted_index":{"PURPOSE:":[0],"Numerous":[1],"medical":[2],"procedures,":[3,20],"such":[4,19,67],"as":[5,68,185],"pharmaceutical":[6],"fluid":[7],"injections":[8],"and":[9,43,58,73,129,177,182,194],"biopsies,":[10],"require":[11],"the":[12,21,24,47,83,87,90,95,123,147,167],"use":[13],"of":[14,23,27,77,89,106,198],"a":[15,56,98,107,136],"surgical":[16],"needle.":[17],"During":[18],"localization":[22,60],"needle":[25,91,100,108],"is":[26,61],"prime":[28],"importance,":[29],"both":[30],"to":[31,44,55,119,145,150,202],"ensure":[32],"that":[33,46],"no":[34],"vital":[35],"organs":[36],"will":[37],"be":[38,117],"or":[39],"have":[40,134],"been":[41,51],"damaged":[42],"confirm":[45],"target":[48,57],"location":[49,125],"has":[50],"reached.":[52],"The":[53,104,196],"guidance":[54,101],"its":[59],"done":[62],"using":[63,126],"different":[64,173,189],"imaging":[65],"devices,":[66],"MRI":[69],"machines,":[70],"CT":[71],"scans,":[72],"US":[74],"devices.":[75],"All":[76],"them":[78,184],"suffer":[79],"from":[80],"artifacts,":[81],"making":[82],"accurate":[84],"localization,":[85],"especially":[86],"tip,":[88],"difficult.":[92],"This":[93,157],"implies":[94],"necessity":[96],"for":[97,187,208],"new":[99],"technique.":[102],"METHODS:":[103],"movement":[105],"through":[109],"human":[110],"tissue":[111,141],"produces":[112],"vibroacoustic":[113],"signals":[114],"which":[115,164],"may":[116],"leveraged":[118],"retrieve":[120],"information":[121],"on":[122],"needle's":[124],"data":[127,148],"processing":[128],"deep":[130,190],"learning":[131,191],"techniques.":[132],"We":[133],"constructed":[135],"specialized":[137],"phantom":[138],"with":[139],"animal":[140],"submerged":[142],"in":[143,163],"gelatine":[144],"gather":[146],"needed":[149],"prove":[151],"this":[152,199],"hypothesis.":[153],"RESULTS":[154],"AND":[155],"CONCLUSION:":[156],"paper":[158],"summarizes":[159],"our":[160],"initial":[161],"experiments,":[162],"we":[165],"preprocessed":[166],"data,":[168],"converted":[169],"it":[170],"into":[171],"two":[172,188],"spectrogram":[174],"representations":[175],"(Mel":[176],"continuous":[178],"wavelet":[179],"transform":[180],"spectrograms),":[181],"used":[183],"input":[186],"models:":[192],"NeedleNet":[193],"ResNet-34.":[195],"goal":[197],"work":[200],"was":[201],"chart":[203],"out":[204],"an":[205],"optimal":[206],"direction":[207],"further":[209],"research.":[210]},"counts_by_year":[],"updated_date":"2026-04-29T09:16:38.111599","created_date":"2025-10-10T00:00:00"}