{"id":"https://openalex.org/W4394804914","doi":"https://doi.org/10.1109/access.2024.3388911","title":"Interpretable Deep Learning for Neuroimaging-Based Diagnostic Classification","display_name":"Interpretable Deep Learning for Neuroimaging-Based Diagnostic Classification","publication_year":2024,"publication_date":"2024-01-01","ids":{"openalex":"https://openalex.org/W4394804914","doi":"https://doi.org/10.1109/access.2024.3388911"},"language":"en","primary_location":{"id":"doi:10.1109/access.2024.3388911","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2024.3388911","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/6514899/10499826.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/ielx7/6287639/6514899/10499826.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5000419170","display_name":"Gopikrishna Deshpande","orcid":"https://orcid.org/0000-0001-7471-5357"},"institutions":[{"id":"https://openalex.org/I4210145671","display_name":"Advanced Imaging Research (United States)","ror":"https://ror.org/047c3xe48","country_code":"US","type":"company","lineage":["https://openalex.org/I4210145671"]},{"id":"https://openalex.org/I65181880","display_name":"Indian Institute of Technology Hyderabad","ror":"https://ror.org/01j4v3x97","country_code":"IN","type":"education","lineage":["https://openalex.org/I65181880"]},{"id":"https://openalex.org/I699696","display_name":"National Institute of Mental Health and Neurosciences","ror":"https://ror.org/0405n5e57","country_code":"IN","type":"healthcare","lineage":["https://openalex.org/I699696"]},{"id":"https://openalex.org/I82497590","display_name":"Auburn University","ror":"https://ror.org/02v80fc35","country_code":"US","type":"education","lineage":["https://openalex.org/I82497590"]}],"countries":["IN","US"],"is_corresponding":true,"raw_author_name":"Gopikrishna Deshpande","raw_affiliation_strings":["Auburn University Neuroimaging Center, Department of Electrical and Computer Engineering, Auburn University, Auburn, AL, USA","Department of Heritage Science and Technology, Indian Institute of Technology, Hyderabad, India","Department of Psychiatry, National Institute of Mental Health and Neurosciences, Bangalore, India","Alabama Advanced Imaging Consortium, Birmingham, USA","Center for Neuroscience, Auburn University, USA","Department of Psychological Sciences, Auburn University, Auburn, USA"],"affiliations":[{"raw_affiliation_string":"Auburn University Neuroimaging Center, Department of Electrical and Computer Engineering, Auburn University, Auburn, AL, USA","institution_ids":["https://openalex.org/I82497590"]},{"raw_affiliation_string":"Department of Heritage Science and Technology, Indian Institute of Technology, Hyderabad, India","institution_ids":["https://openalex.org/I65181880"]},{"raw_affiliation_string":"Department of Psychiatry, National Institute of Mental Health and Neurosciences, Bangalore, India","institution_ids":["https://openalex.org/I699696"]},{"raw_affiliation_string":"Alabama Advanced Imaging Consortium, Birmingham, USA","institution_ids":["https://openalex.org/I4210145671"]},{"raw_affiliation_string":"Center for Neuroscience, Auburn University, USA","institution_ids":["https://openalex.org/I82497590"]},{"raw_affiliation_string":"Department of Psychological Sciences, Auburn University, Auburn, USA","institution_ids":["https://openalex.org/I82497590"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5040395879","display_name":"Janzaib Masood","orcid":"https://orcid.org/0009-0003-7178-4391"},"institutions":[{"id":"https://openalex.org/I82497590","display_name":"Auburn University","ror":"https://ror.org/02v80fc35","country_code":"US","type":"education","lineage":["https://openalex.org/I82497590"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Janzaib Masood","raw_affiliation_strings":["Auburn University Neuroimaging Center, Department of Electrical and Computer Engineering, Auburn University, Auburn, AL, USA"],"affiliations":[{"raw_affiliation_string":"Auburn University Neuroimaging Center, Department of Electrical and Computer Engineering, Auburn University, Auburn, AL, USA","institution_ids":["https://openalex.org/I82497590"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101984307","display_name":"Nguyen Huynh","orcid":"https://orcid.org/0000-0003-2337-4470"},"institutions":[{"id":"https://openalex.org/I82497590","display_name":"Auburn University","ror":"https://ror.org/02v80fc35","country_code":"US","type":"education","lineage":["https://openalex.org/I82497590"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Nguyen Huynh","raw_affiliation_strings":["Auburn University Neuroimaging Center, Department of Electrical and Computer Engineering, Auburn University, Auburn, AL, USA"],"affiliations":[{"raw_affiliation_string":"Auburn University Neuroimaging Center, Department of Electrical and Computer Engineering, Auburn University, Auburn, AL, USA","institution_ids":["https://openalex.org/I82497590"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5022480407","display_name":"Thomas S. Denney","orcid":"https://orcid.org/0000-0002-6695-4777"},"institutions":[{"id":"https://openalex.org/I4210145671","display_name":"Advanced Imaging Research (United States)","ror":"https://ror.org/047c3xe48","country_code":"US","type":"company","lineage":["https://openalex.org/I4210145671"]},{"id":"https://openalex.org/I82497590","display_name":"Auburn University","ror":"https://ror.org/02v80fc35","country_code":"US","type":"education","lineage":["https://openalex.org/I82497590"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Thomas S. Denney","raw_affiliation_strings":["Auburn University Neuroimaging Center, Department of Electrical and Computer Engineering, Auburn University, Auburn, AL, USA","Center for Neuroscience, Auburn University, USA","Alabama Advanced Imaging Consortium, Birmingham, USA","Department of Psychological Sciences, Auburn University, Auburn, USA"],"affiliations":[{"raw_affiliation_string":"Auburn University Neuroimaging Center, Department of Electrical and Computer Engineering, Auburn University, Auburn, AL, USA","institution_ids":["https://openalex.org/I82497590"]},{"raw_affiliation_string":"Center for Neuroscience, Auburn University, USA","institution_ids":["https://openalex.org/I82497590"]},{"raw_affiliation_string":"Alabama Advanced Imaging Consortium, Birmingham, USA","institution_ids":["https://openalex.org/I4210145671"]},{"raw_affiliation_string":"Department of Psychological Sciences, Auburn University, Auburn, USA","institution_ids":["https://openalex.org/I82497590"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5074705969","display_name":"Michael N. Dretsch","orcid":"https://orcid.org/0000-0001-8773-6376"},"institutions":[{"id":"https://openalex.org/I92664306","display_name":"Walter Reed Army Institute of Research","ror":"https://ror.org/0145znz58","country_code":"US","type":"government","lineage":["https://openalex.org/I106965489","https://openalex.org/I1304082316","https://openalex.org/I1330347796","https://openalex.org/I2802581893","https://openalex.org/I92664306"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Michael N. Dretsch","raw_affiliation_strings":["Walter Reed Army Institute of Research-West, Joint Base Lewis-McChord, WA, USA"],"affiliations":[{"raw_affiliation_string":"Walter Reed Army Institute of Research-West, Joint Base Lewis-McChord, WA, USA","institution_ids":["https://openalex.org/I92664306"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5000419170"],"corresponding_institution_ids":["https://openalex.org/I4210145671","https://openalex.org/I65181880","https://openalex.org/I699696","https://openalex.org/I82497590"],"apc_list":{"value":1850,"currency":"USD","value_usd":1850},"apc_paid":{"value":1850,"currency":"USD","value_usd":1850},"fwci":3.1328,"has_fulltext":true,"cited_by_count":9,"citation_normalized_percentile":{"value":0.92288854,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":100},"biblio":{"volume":"12","issue":null,"first_page":"55474","last_page":"55490"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12026","display_name":"Explainable Artificial Intelligence (XAI)","score":0.994700014591217,"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/T12026","display_name":"Explainable Artificial Intelligence (XAI)","score":0.994700014591217,"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/T13702","display_name":"Machine Learning in Healthcare","score":0.9890999794006348,"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/T10241","display_name":"Functional Brain Connectivity Studies","score":0.9599999785423279,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/interpretability","display_name":"Interpretability","score":0.9405034780502319},{"id":"https://openalex.org/keywords/neuroimaging","display_name":"Neuroimaging","score":0.8291280269622803},{"id":"https://openalex.org/keywords/discriminative-model","display_name":"Discriminative model","score":0.708808183670044},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6935927867889404},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6680459976196289},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.606377124786377},{"id":"https://openalex.org/keywords/salience","display_name":"Salience (neuroscience)","score":0.4720526337623596},{"id":"https://openalex.org/keywords/robustness","display_name":"Robustness (evolution)","score":0.47123202681541443},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.4116588830947876},{"id":"https://openalex.org/keywords/classifier","display_name":"Classifier (UML)","score":0.4107546806335449},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.2328397035598755},{"id":"https://openalex.org/keywords/neuroscience","display_name":"Neuroscience","score":0.1143399178981781}],"concepts":[{"id":"https://openalex.org/C2781067378","wikidata":"https://www.wikidata.org/wiki/Q17027399","display_name":"Interpretability","level":2,"score":0.9405034780502319},{"id":"https://openalex.org/C58693492","wikidata":"https://www.wikidata.org/wiki/Q551875","display_name":"Neuroimaging","level":2,"score":0.8291280269622803},{"id":"https://openalex.org/C97931131","wikidata":"https://www.wikidata.org/wiki/Q5282087","display_name":"Discriminative model","level":2,"score":0.708808183670044},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6935927867889404},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6680459976196289},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.606377124786377},{"id":"https://openalex.org/C108154423","wikidata":"https://www.wikidata.org/wiki/Q1469792","display_name":"Salience (neuroscience)","level":2,"score":0.4720526337623596},{"id":"https://openalex.org/C63479239","wikidata":"https://www.wikidata.org/wiki/Q7353546","display_name":"Robustness (evolution)","level":3,"score":0.47123202681541443},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.4116588830947876},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.4107546806335449},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.2328397035598755},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.1143399178981781},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.0},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/access.2024.3388911","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2024.3388911","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/6514899/10499826.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:doaj.org/article:ba057c27d5754a32983cdbdb168542f3","is_oa":true,"landing_page_url":"https://doaj.org/article/ba057c27d5754a32983cdbdb168542f3","pdf_url":null,"source":{"id":"https://openalex.org/S112646816","display_name":"SHILAP Revista de lepidopterolog\u00eda","issn_l":"0300-5267","issn":["0300-5267","2340-4078"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Access, Vol 12, Pp 55474-55490 (2024)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1109/access.2024.3388911","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2024.3388911","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/6514899/10499826.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","score":0.5400000214576721,"display_name":"Quality Education"}],"awards":[{"id":"https://openalex.org/G4994433372","display_name":null,"funder_award_id":"00007218","funder_id":"https://openalex.org/F4320338415","funder_display_name":"U.S. Army Medical Research and Development Command"}],"funders":[{"id":"https://openalex.org/F4320338320","display_name":"U.S. Army Aeromedical Research Laboratory","ror":"https://ror.org/01ajqvg59"},{"id":"https://openalex.org/F4320338415","display_name":"U.S. Army Medical Research and Development Command","ror":null}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4394804914.pdf","grobid_xml":"https://content.openalex.org/works/W4394804914.grobid-xml"},"referenced_works_count":85,"referenced_works":["https://openalex.org/W1522301498","https://openalex.org/W1560723556","https://openalex.org/W1763274674","https://openalex.org/W1787224781","https://openalex.org/W1849277567","https://openalex.org/W1966806791","https://openalex.org/W1984634345","https://openalex.org/W1987646763","https://openalex.org/W1997298866","https://openalex.org/W2001493015","https://openalex.org/W2007339694","https://openalex.org/W2025911957","https://openalex.org/W2026836897","https://openalex.org/W2030722084","https://openalex.org/W2037216547","https://openalex.org/W2042981671","https://openalex.org/W2047428843","https://openalex.org/W2054443118","https://openalex.org/W2055978803","https://openalex.org/W2057550180","https://openalex.org/W2079204732","https://openalex.org/W2100148889","https://openalex.org/W2103025279","https://openalex.org/W2103312477","https://openalex.org/W2110023280","https://openalex.org/W2112796928","https://openalex.org/W2122457251","https://openalex.org/W2129621723","https://openalex.org/W2132587081","https://openalex.org/W2136676318","https://openalex.org/W2138790588","https://openalex.org/W2161070386","https://openalex.org/W2161424734","https://openalex.org/W2167868121","https://openalex.org/W2176686481","https://openalex.org/W2234011759","https://openalex.org/W2316063445","https://openalex.org/W2462695187","https://openalex.org/W2508464997","https://openalex.org/W2580596898","https://openalex.org/W2618530766","https://openalex.org/W2751527031","https://openalex.org/W2752558629","https://openalex.org/W2762517398","https://openalex.org/W2766833230","https://openalex.org/W2767057086","https://openalex.org/W2772564583","https://openalex.org/W2789876780","https://openalex.org/W2884781986","https://openalex.org/W2887274915","https://openalex.org/W2898477488","https://openalex.org/W2900386946","https://openalex.org/W2913942704","https://openalex.org/W2946694305","https://openalex.org/W2955793676","https://openalex.org/W2956536593","https://openalex.org/W2956993163","https://openalex.org/W2962851944","https://openalex.org/W2968993450","https://openalex.org/W2971685841","https://openalex.org/W2985044096","https://openalex.org/W2989261235","https://openalex.org/W2995406462","https://openalex.org/W2998595466","https://openalex.org/W3003270100","https://openalex.org/W3010974259","https://openalex.org/W3013696689","https://openalex.org/W3022643392","https://openalex.org/W3044983307","https://openalex.org/W3108397930","https://openalex.org/W3144526075","https://openalex.org/W3164956625","https://openalex.org/W3168997536","https://openalex.org/W4246631948","https://openalex.org/W4293861706","https://openalex.org/W4308896296","https://openalex.org/W4313413152","https://openalex.org/W4321352114","https://openalex.org/W6631190155","https://openalex.org/W6679352395","https://openalex.org/W6685133223","https://openalex.org/W6734194636","https://openalex.org/W6739575509","https://openalex.org/W6754669440","https://openalex.org/W6786331392"],"related_works":["https://openalex.org/W2905433371","https://openalex.org/W2888392564","https://openalex.org/W4310278675","https://openalex.org/W4388422664","https://openalex.org/W4390569940","https://openalex.org/W4361193272","https://openalex.org/W2963326959","https://openalex.org/W4388685194","https://openalex.org/W4312407344","https://openalex.org/W1487808658"],"abstract_inverted_index":{"Deep":[0],"neural":[1],"networks":[2],"(DNN)":[3],"are":[4],"increasingly":[5],"being":[6],"used":[7,105],"in":[8,28,51,186,216,222,237,241],"neuroimaging":[9,224],"research":[10],"for":[11,91,95,181,235],"the":[12,52,141,164,242],"diagnosis":[13],"of":[14,19,98,113,126,175,211],"brain":[15,73,168],"disorders":[16],"and":[17,65,101,129,143,150,196,208],"understanding":[18],"human":[20],"brain.":[21],"Despite":[22],"their":[23,26,45,145,182],"impressive":[24],"performance,":[25],"usage":[27],"medical":[29,239],"applications":[30,225],"will":[31,232],"be":[32,214,233],"limited":[33],"unless":[34],"there":[35],"is":[36],"more":[37,176],"transparency":[38],"on":[39,124],"how":[40,206],"these":[41],"algorithms":[42,122,136],"arrive":[43],"at":[44],"decisions.":[46],"We":[47],"address":[48],"this":[49],"issue":[50],"current":[53],"report.":[54],"A":[55],"DNN":[56],"classifier":[57,83],"was":[58,104],"trained":[59],"to":[60,106,184],"discriminate":[61],"between":[62],"healthy":[63],"subjects":[64,100],"those":[66],"with":[67,163,190],"posttraumatic":[68],"stress":[69],"disorder":[70],"(PTSD)":[71],"using":[72],"connectivity":[74,88],"obtained":[75,219],"from":[76,118,220],"functional":[77],"magnetic":[78],"resonance":[79],"imaging":[80],"data.":[81],"The":[82,172],"provided":[84],"90%":[85],"accuracy.":[86],"Brain":[87],"features":[89],"important":[90],"classification":[92],"were":[93,116],"generated":[94,117],"a":[96,155,191,197],"pool":[97],"test":[99],"permutation":[102],"testing":[103],"identify":[107],"significantly":[108],"discriminative":[109],"connections.":[110],"Such":[111],"heatmaps":[112],"significant":[114],"paths":[115],"10":[119],"different":[120,134,138],"interpretability":[121,135,158],"based":[123],"variants":[125],"layer-wise":[127],"relevance":[128,183],"gradient":[130],"attribution":[131],"methods.":[132,230],"Since":[133],"make":[137],"assumptions":[139],"about":[140,167],"data":[142],"model,":[144],"explanations":[146,212],"had":[147],"both":[148],"commonalities":[149],"differences.":[151],"Therefore,":[152],"we":[153],"developed":[154],"consensus":[156],"across":[157,229],"methods,":[159],"which":[160],"aligned":[161],"well":[162],"existing":[165],"knowledge":[166],"alterations":[169],"underlying":[170],"PTSD.":[171],"confident":[173],"identification":[174],"than":[177],"20":[178],"regions,":[179],"acknowledged":[180],"PTSD":[185],"prior":[187],"studies,was":[188],"achieved":[189,215],"voting":[192],"score":[193],"exceeding":[194],"8":[195],"family-wise":[198],"correction":[199],"threshold":[200],"below":[201],"0.05.":[202],"Our":[203],"work":[204],"illustrates":[205],"robustness":[207],"physiological":[209],"plausibility":[210],"can":[213],"interpreting":[217],"classifications":[218],"DNNs":[221],"diagnostic":[223],"by":[226],"evaluating":[227],"convergence":[228],"This":[231],"crucial":[234],"trust":[236],"AI-based":[238],"diagnostics":[240],"future.":[243]},"counts_by_year":[{"year":2026,"cited_by_count":3},{"year":2025,"cited_by_count":5},{"year":2024,"cited_by_count":1}],"updated_date":"2026-03-28T08:17:26.163206","created_date":"2025-10-10T00:00:00"}