Agma Traina · Hua Wang · Yong Zhang · Siuly Siuly · Rui Zhou · Lu Chen (Eds.) 5 0 Health 7 3 1 S Information Science C N L 11th International Conference, HIS 2022 Virtual Event, October 28–30, 2022 Proceedings Lecture Notes in Computer Science 13705 FoundingEditors GerhardGoos KarlsruheInstituteofTechnology,Karlsruhe,Germany JurisHartmanis CornellUniversity,Ithaca,NY,USA EditorialBoardMembers ElisaBertino PurdueUniversity,WestLafayette,IN,USA WenGao PekingUniversity,Beijing,China BernhardSteffen TUDortmundUniversity,Dortmund,Germany MotiYung ColumbiaUniversity,NewYork,NY,USA Moreinformationaboutthisseriesathttps://link.springer.com/bookseries/558 · · · Agma Traina Hua Wang Yong Zhang · · Siuly Siuly Rui Zhou Lu Chen (Eds.) Health Information Science 11th International Conference, HIS 2022 Virtual Event, October 28–30, 2022 Proceedings Editors AgmaTraina HuaWang UniversityofSãoPaulo VictoriaUniversity SãoCarlos,Brazil Melbourne,VIC,Australia YongZhang SiulySiuly TsinghuaUniversity VictoriaUniversity Beijing,China Footscray,VIC,Australia RuiZhou LuChen SwinburneUniversityofTechnology SwinburneUniversityofTechnology Hawthorn,VIC,Australia Hawthorn,VIC,Australia ISSN 0302-9743 ISSN 1611-3349 (electronic) LectureNotesinComputerScience ISBN 978-3-031-20626-9 ISBN 978-3-031-20627-6 (eBook) https://doi.org/10.1007/978-3-031-20627-6 ©TheEditor(s)(ifapplicable)andTheAuthor(s),underexclusivelicense toSpringerNatureSwitzerlandAG2022 Thisworkissubjecttocopyright.AllrightsarereservedbythePublisher,whetherthewholeorpartofthe material is concerned, specifically the rights of translation, reprinting, reuse of illustrations, recitation, broadcasting, reproduction on microfilms or in any other physical way, and transmission or information storageandretrieval,electronicadaptation,computersoftware,orbysimilarordissimilarmethodologynow knownorhereafterdeveloped. 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ThisSpringerimprintispublishedbytheregisteredcompanySpringerNatureSwitzerlandAG Theregisteredcompanyaddressis:Gewerbestrasse11,6330Cham,Switzerland Preface The International Conference Series on Health Information Science (HIS) provides a forumfordisseminatingandexchangingmultidisciplinaryresearchresultsincomputer science/informationtechnologyandhealthscienceandservices.Itcoversallaspectsof health information sciences and systems that support health information management andhealthservicedelivery. The11thInternationalConferenceonHealthInformationScience(HIS2022)was heldinBiarritz,France,duringOctober28–30,2022.FoundedinApril2012astheInter- nationalConferenceonHealthInformationScienceandTheirApplications,theconfer- encecontinuestogrowtoincludeaneverbroaderscopeofactivities.Themaingoalof theseeventsistoprovideinternationalscientificforumsforresearcherstoexchangenew ideasinanumberoffieldsthatinteractin-depththroughdiscussionswiththeirpeersfrom aroundtheworld.Thescopeoftheconferenceincludes(1)medical/health/biomedicine informationresources,suchaspatientmedicalrecords,devicesandequipment,software, andtoolstocapture,store,retrieve,process,analyze,andoptimizetheuseofinformation inthehealthdomain;(2)datamanagement,datamining,andknowledgediscovery,all ofwhichplayacrucialroleindecision-making,managementofpublichealth,exami- nationofstandards,privacyandsecurityissues;(3)computervisualizationandartificial intelligenceforcomputer-aideddiagnosis;and(4)developmentofnewarchitecturesand applicationsforhealthinformationsystems. Theconferencesolicitedandgatheredtechnicalresearchsubmissionsrelatedtoall aspectsoftheconferencescope.Allthesubmittedpaperswerepeer-reviewedinasingle- blindmannerbyatleastthreeinternationalexpertsdrawnfromtheProgramCommittee. Aftertherigorouspeer-reviewprocess,atotalof29papersamongthe54submissions wereselectedonthebasisoforiginality,significance,andclarityandwereacceptedfor publication in the proceedings. The authors were from Australia, Bangladesh, Brazil, China,Iran,Iraq,Italy,theNetherlands,Switzerland,theUK,theUSA,andVietnam. Thehighqualityoftheprogram–guaranteedbythepresenceofanunparallelednumber ofinternationallyrecognizedtopexperts–isreflectedinthecontentoftheproceedings. The conference was therefore a unique event where attendees were able to appreciate thelatestresultsintheirfieldofexpertiseandtoacquireadditionalknowledgeinother fields.Theprogramwasstructuredtofavorinteractionsamongattendeescomingfrom manydifferentareas,scientificallyandgeographically,fromacademiaandfromindustry. vi Preface Finally,weacknowledgeallthosewhocontributedtothesuccessofHIS2022butwhose namesarenotlistedhere. October2022 AgmaTraina HuaWang YongZhang SiulySiuly RuiZhou LuChen Organization GeneralCo-chairs YannisManolopoulos OpenUniversityofCyprus,Cyprus YanchunZhang VictoriaUniversity,Australia ProgramCo-chairs AgmaTraina UniversityofSaoPaulo,Brazil HuaWang VictoriaUniversity,Australia YongZhang TsinghuaUniversity,China CoordinationChair SiulySiuly VictoriaUniversity,Australia PublicityCo-chairs EnamulKabir UniversityofSouthernQueensland,Australia MirelaCazzolato UniversityofSaoPaulo,Brazil VarunBajaj IndianInstituteofInformationTechnology,India PublicationCo-chairs RuiZhou SwinburneUniversityofTechnology,Australia LuChen SwinburneUniversityofTechnology,Australia WebsiteCo-chairs Yong-FengGe LaTrobeUniversity,Australia MingshanYou VictoriaUniversity,Australia HISSteeringCommitteeRepresentative FernandoMartin-Sanchez InstituteofHealthCarlosIII,Spain viii Organization ProgramCommittee VenkatAchalam CHRIST(DeemedtobeUniversity),India AshikMostafaAlvi VictoriaUniversity,Australia ÖmerFarukAlçin BingolÜniversitesi,Turkey MirelaTeixeiraCazzolato UniversityofSãoPaulo,Brazil LuChen SwinburneUniversityofTechnology,Australia SoonChun CityUniversityofNewYork,USA ThomasM.Deserno TUBraunschweig,Germany MohammedDiykh UniversityofsouthernQueensland,Australia Yong-FengGe LaTrobeUniversity,Australia ZhishengHuang VrijeUniversiteitAmsterdam,TheNetherlands MdRafiqulIslam UniversityofTechnologySydney,Australia EnamulKabir UniversityofSouthernQueensland,Australia SmithKhare ShriRamdeobabaCollegeofEmgineeringand Management,India FátimaL.S.Nunes UniversityofSãoPaulo,Brazil ShaofuLin BeijingUniversityofTechnology,China GangLuo UniversityofWashington,USA JiangangMa FederationUniversityAustralia,Australia MuhammadTariqSadiq UniversityofLahore,Pakistan SiulySiuly VictoriaUniversity,Australia PaoloSoda UniversitàCampusBio-MedicodiRoma,Italy LeSun NanjingUniversityofInformationScienceand Technology,China LiliSun UniversityofSouthernQueensland,Australia WeiqingSun UniversityofToledo,USA SupriyaSupriya VictoriaUniversity,Australia Md.NurulAhadTawhid VictoriaUniversity,Australia AgmaTraina UniversityofSaoPaulo,Brazil HuaWang VictoriaUniversity,Australia KateWang RMITUniversity,Australia JiaoYin VictoriaUniversity,Australia MingshanYou VictoriaUniversity,Australia GuoqiangZhang UTHealth,USA RuiZhou SwinburneUniversityofTechnology,Australia AdditionalReviewer DesernoThomas Contents ApplicationsofHealthandMedicalData EvidenceExtractiontoValidateMedicalClaimsinFakeNewsDetection ...... 3 PritamDeka,AnnaJurek-Loughrey,andDeepakP Detection of Obsessive-Compulsive Disorder in Australian Children andAdolescentsUsingMachineLearningMethods ........................ 16 UmmeMarziaHaque,EnamulKabir,andRashedaKhanam AnAnomalyDetectionFrameworkBasedonDataLakeforMedical MultivariateTimeSeries ................................................ 26 PengRen, ZhiyuanTian, ZeyuWang, XinLi, XiaWang, TaoZhao, andMingSheng AnomalyDetectiononHealthData ...................................... 34 DurgeshSamariyaandJiangangMa DRAM-Net:ADeepResidualAlzheimer’sDiseasesandMildCognitive ImpairmentDetectionNetworkUsingEEGData ........................... 42 AshikMostafaAlvi, SiulySiuly, MariaCristinaDeCola, andHuaWang An Intelligence Approach for Blood Pressure Estimation fromPhotoplethysmographySignal ...................................... 54 ShahabAbdulla, MohammedDiykh, SarmadK.D.AlKhafaji, AtheerY.Oudah, HaydarAbdulameerMarhoon, andRandAmeenAzeez TailoredNutritionServicetoReducetheRiskofChronicDiseases ........... 64 JitaoYang Combining Process Mining and Time Series Forecasting to Predict HospitalBedOccupancy ............................................... 76 AnneloreJellemijnPietersandStefanSchlobach HGCL: Heterogeneous Graph Contrastive Learning for Traditional ChineseMedicinePrescriptionGeneration ................................ 88 ZechengYin,YingpeiWu,andYanchunZhang