{"id":"https://openalex.org/W7161987259","doi":"https://doi.org/10.5281/zenodo.20328193","title":"EXPLAINABLE AI-DRIVEN CLINICAL DECISION SUPPORT SYSTEMS IN PRECISION ONCOLOGY: INTERPRETABLE MODELS FOR MULTIMODAL CANCER CARE","display_name":"EXPLAINABLE AI-DRIVEN CLINICAL DECISION SUPPORT SYSTEMS IN PRECISION ONCOLOGY: INTERPRETABLE MODELS FOR MULTIMODAL CANCER CARE","publication_year":2026,"publication_date":"2026-05-21","ids":{"openalex":"https://openalex.org/W7161987259","doi":"https://doi.org/10.5281/zenodo.20328193"},"language":"en","primary_location":{"id":"doi:10.5281/zenodo.20328193","doi":"https://doi.org/10.5281/zenodo.20328193","is_oa":true,"landing_page_url":"https://doi.org/10.5281/zenodo.20328193","pdf_url":null,"source":{"id":"https://openalex.org/S5407055533","display_name":"Research","issn_l":"2407-9529","issn":["2407-9529"],"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":["poland-20","russia-white-list-1"],"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":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"JournalArticle"},"volume":null,"type":"article","is_traditional":true,"indexed_in":["datacite"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://doi.org/10.5281/zenodo.20328193","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5136689077","display_name":"Ohmini Krishnamurthy Rajendran","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I169134981","display_name":"Kempegowda Institute of Medical Sciences","ror":"https://ror.org/04pcmf738","country_code":"IN","type":"healthcare","lineage":["https://openalex.org/I169134981"]},{"id":"https://openalex.org/I77799889","display_name":"Karnataka Institute of Medical Sciences","ror":"https://ror.org/03d6dzy78","country_code":"IN","type":"healthcare","lineage":["https://openalex.org/I77799889"]}],"countries":["IN"],"is_corresponding":true,"raw_author_name":"Ohmini Krishnamurthy Rajendran","raw_affiliation_strings":["Consultant, MBBS, MD Radiodiagnosis, KIMS Hospital and Research Centre, Krishna Rajendra Road, Parvathipuram, Vishweshwarapura, Basavanagudi, Bengaluru, Karnataka 560004"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Consultant, MBBS, MD Radiodiagnosis, KIMS Hospital and Research Centre, Krishna Rajendra Road, Parvathipuram, Vishweshwarapura, Basavanagudi, Bengaluru, Karnataka 560004","institution_ids":["https://openalex.org/I169134981","https://openalex.org/I77799889"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5136689077"],"corresponding_institution_ids":["https://openalex.org/I169134981","https://openalex.org/I77799889"],"apc_list":null,"apc_paid":null,"fwci":26.0019,"has_fulltext":false,"cited_by_count":20,"citation_normalized_percentile":{"value":0.99637262,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":99,"max":100},"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11636","display_name":"Artificial Intelligence in Healthcare and Education","score":0.9086999893188477,"subfield":{"id":"https://openalex.org/subfields/2718","display_name":"Health Informatics"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},"topics":[{"id":"https://openalex.org/T11636","display_name":"Artificial Intelligence in Healthcare and Education","score":0.9086999893188477,"subfield":{"id":"https://openalex.org/subfields/2718","display_name":"Health Informatics"},"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/T12026","display_name":"Explainable Artificial Intelligence (XAI)","score":0.07779999822378159,"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/T10862","display_name":"AI in cancer detection","score":0.005499999970197678,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/explainable-ai","display_name":"explainable AI","score":0.8180000185966492},{"id":"https://openalex.org/keywords/clinical-decision-support-systems","display_name":"clinical decision support systems","score":0.9950000047683716},{"id":"https://openalex.org/keywords/precision-oncology","display_name":"precision oncology","score":0.9990000128746033},{"id":"https://openalex.org/keywords/interpretable-models","display_name":"interpretable models","score":0.8429999947547913},{"id":"https://openalex.org/keywords/personalized-medicine","display_name":"personalized medicine","score":0.6349999904632568},{"id":"https://openalex.org/keywords/cancer-risk-prediction","display_name":"cancer risk prediction","score":0.574999988079071},{"id":"https://openalex.org/keywords/electronic-health-records","display_name":"electronic health records","score":0.6449999809265137},{"id":"https://openalex.org/keywords/ai-model-validation","display_name":"AI model validation","score":0.4860000014305115},{"id":"https://openalex.org/keywords/data-security","display_name":"data security","score":0.6869999766349792},{"id":"https://openalex.org/keywords/biomarker-discovery","display_name":"biomarker discovery","score":0.6129999756813049}],"concepts":[{"id":"https://openalex.org/C107327155","wikidata":"https://www.wikidata.org/wiki/Q330268","display_name":"Decision support system","level":2,"score":0.6496000289916992},{"id":"https://openalex.org/C63527458","wikidata":"https://www.wikidata.org/wiki/Q5133829","display_name":"Clinical decision support system","level":3,"score":0.644599974155426},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5403000116348267},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.46939998865127563},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.46700000762939453},{"id":"https://openalex.org/C2779974597","wikidata":"https://www.wikidata.org/wiki/Q28448986","display_name":"Clinical Practice","level":2,"score":0.43779999017715454},{"id":"https://openalex.org/C4441509","wikidata":"https://www.wikidata.org/wiki/Q6418787","display_name":"Multimodal therapy","level":2,"score":0.4253999888896942},{"id":"https://openalex.org/C160735492","wikidata":"https://www.wikidata.org/wiki/Q31207","display_name":"Health care","level":2,"score":0.4244000017642975},{"id":"https://openalex.org/C163763905","wikidata":"https://www.wikidata.org/wiki/Q17075943","display_name":"Precision medicine","level":2,"score":0.41940000653266907},{"id":"https://openalex.org/C32220436","wikidata":"https://www.wikidata.org/wiki/Q2072214","display_name":"Personalized medicine","level":2,"score":0.388700008392334},{"id":"https://openalex.org/C2989179672","wikidata":"https://www.wikidata.org/wiki/Q6806500","display_name":"Clinical decision making","level":2,"score":0.36890000104904175},{"id":"https://openalex.org/C45804977","wikidata":"https://www.wikidata.org/wiki/Q7239673","display_name":"Predictive modelling","level":2,"score":0.36649999022483826},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.3467000126838684},{"id":"https://openalex.org/C2989236134","wikidata":"https://www.wikidata.org/wiki/Q31207","display_name":"Patient care","level":2,"score":0.3337000012397766},{"id":"https://openalex.org/C3018822202","wikidata":"https://www.wikidata.org/wiki/Q1324077","display_name":"Patient data","level":2,"score":0.33340001106262207},{"id":"https://openalex.org/C2780033181","wikidata":"https://www.wikidata.org/wiki/Q24962805","display_name":"Decision aids","level":3,"score":0.31709998846054077},{"id":"https://openalex.org/C121608353","wikidata":"https://www.wikidata.org/wiki/Q12078","display_name":"Cancer","level":2,"score":0.3140000104904175},{"id":"https://openalex.org/C2988170871","wikidata":"https://www.wikidata.org/wiki/Q11000047","display_name":"Healthcare system","level":3,"score":0.3075000047683716},{"id":"https://openalex.org/C3020404979","wikidata":"https://www.wikidata.org/wiki/Q1058438","display_name":"Risk stratification","level":2,"score":0.3061000108718872},{"id":"https://openalex.org/C2779473830","wikidata":"https://www.wikidata.org/wiki/Q1540899","display_name":"MEDLINE","level":2,"score":0.29760000109672546},{"id":"https://openalex.org/C19527891","wikidata":"https://www.wikidata.org/wiki/Q1120908","display_name":"Medical physics","level":1,"score":0.28940001130104065},{"id":"https://openalex.org/C3020144179","wikidata":"https://www.wikidata.org/wiki/Q10871684","display_name":"Electronic health record","level":3,"score":0.2653000056743622},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.2581000030040741},{"id":"https://openalex.org/C51632099","wikidata":"https://www.wikidata.org/wiki/Q3985153","display_name":"Training set","level":2,"score":0.25540000200271606},{"id":"https://openalex.org/C3019816032","wikidata":"https://www.wikidata.org/wiki/Q2575340","display_name":"Cancer treatment","level":3,"score":0.25440001487731934},{"id":"https://openalex.org/C2983449737","wikidata":"https://www.wikidata.org/wiki/Q177719","display_name":"Clinical diagnosis","level":2,"score":0.2502000033855438}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.5281/zenodo.20328193","doi":"https://doi.org/10.5281/zenodo.20328193","is_oa":true,"landing_page_url":"https://doi.org/10.5281/zenodo.20328193","pdf_url":null,"source":{"id":"https://openalex.org/S5407055533","display_name":"Research","issn_l":"2407-9529","issn":["2407-9529"],"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":["poland-20","russia-white-list-1"],"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":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"JournalArticle"},{"id":"doi:10.5281/zenodo.20328194","doi":"https://doi.org/10.5281/zenodo.20328194","is_oa":true,"landing_page_url":"https://doi.org/10.5281/zenodo.20328194","pdf_url":null,"source":{"id":"https://openalex.org/S5407055533","display_name":"Research","issn_l":"2407-9529","issn":["2407-9529"],"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":["poland-20","russia-white-list-1"],"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":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"JournalArticle"}],"best_oa_location":{"id":"doi:10.5281/zenodo.20328193","doi":"https://doi.org/10.5281/zenodo.20328193","is_oa":true,"landing_page_url":"https://doi.org/10.5281/zenodo.20328193","pdf_url":null,"source":{"id":"https://openalex.org/S5407055533","display_name":"Research","issn_l":"2407-9529","issn":["2407-9529"],"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":["poland-20","russia-white-list-1"],"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":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"JournalArticle"},"sustainable_development_goals":[{"display_name":"Good health and well-being","id":"https://metadata.un.org/sdg/3","score":0.9537000060081482}],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W7131414354","https://openalex.org/W7172025159","https://openalex.org/W7165061330","https://openalex.org/W4304014045","https://openalex.org/W4406995550","https://openalex.org/W7219824735","https://openalex.org/W7172034423","https://openalex.org/W7214803165","https://openalex.org/W4414618200","https://openalex.org/W7154354439"],"abstract_inverted_index":{"A":[0],"potential":[1],"advancement":[2],"in":[3,8,19,81,204,215],"precision":[4],"oncology":[5],"is":[6,57,60,64,120],"AI":[7,25,79,90,123,164,177,208],"clinical":[9,172],"decision":[10],"support":[11,91],"systems":[12],"(CDSSs).":[13],"In":[14],"order":[15],"to":[16,95,132,185,209,223],"assist":[17],"physicians":[18],"making":[20],"more":[21],"individualized":[22],"treatment":[23,72],"recommendations,":[24],"can":[26],"examine":[27],"vast":[28],"and":[29,39,49,52,66,74,129,155,195,212,219],"complex":[30],"data":[31,55,97],"from":[32],"electronic":[33],"health":[34],"records,":[35],"radiology,":[36],"histology,":[37],"genetics,":[38],"other":[40],"fields.":[41],"Beyond":[42],"biomarker-based":[43,180],"patient":[44,67,151],"classification,":[45],"finding":[46],"novel":[47],"patterns":[48],"connections":[50],"within":[51],"across":[53],"various":[54],"sources":[56],"necessary.":[58],"Risk":[59],"measured,":[61],"diagnostic":[62],"accuracy":[63],"improved,":[65],"outcomes,":[68],"such":[69],"as":[70],"survival,":[71],"response,":[73],"recurrence,":[75],"are":[76,136],"predicted":[77],"by":[78,102],"applications":[80],"this":[82],"field.":[83],"Clinical":[84],"Decision":[85],"Support":[86],"Systems":[87],"(CDSS)":[88],"with":[89,122],"may":[92],"be":[93,100,210,228],"able":[94],"synthesize":[96],"that":[98,175],"cannot":[99],"interpreted":[101],"humans,":[103],"allowing":[104],"for":[105,162,168,220],"the":[106,130,200,205],"creation":[107],"of":[108,113,126,153,160,202],"brand-new":[109],"biomarkers.":[110],"The":[111,188],"diagnosis":[112],"pulmonary":[114],"nodules":[115],"on":[116],"a":[117,149],"CT":[118],"scan":[119],"consistent":[121],"models.":[124],"Security":[125],"data,":[127],"representation,":[128],"ability":[131],"explain":[133],"AI-based":[134],"forecasts":[135],"still":[137],"major":[138],"obstacles.":[139],"Up":[140],"until":[141],"2025,":[142],"over":[143],"139":[144],"peer-reviewed":[145],"papers":[146],"will":[147],"cover":[148],"substantial":[150],"database":[152],"solid":[154],"hemorrhagic":[156],"cancers.":[157],"AUC":[158],"values":[159],"0.82\u20130.96":[161],"multimodal":[163,176,216],"models":[165,173,178],"versus":[166],"0.65\u20130.78":[167],"single-modality":[169],"or":[170],"rule-based":[171],"indicate":[174],"outperform":[179],"stratification":[181],"when":[182],"it":[183],"comes":[184],"predictive":[186],"performance.":[187],"technological":[189],"viability,":[190],"validation":[191],"levels,":[192],"implementation":[193],"environment,":[194],"user":[196],"group":[197],"all":[198],"influence":[199],"significance":[201],"explainability":[203],"CDSS.":[206],"For":[207],"realistically":[211],"widely":[213],"used":[214],"cancer":[217],"therapy":[218],"personalized":[221],"medicine":[222],"advance,":[224],"these":[225],"obstacles":[226],"must":[227],"overcome.":[229]},"counts_by_year":[{"year":2026,"cited_by_count":20}],"updated_date":"2026-11-07T11:25:07.637180","created_date":"2026-05-22T00:00:00"}