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A Home Telemonitoring Pla0orm
I.MaglogiannisUNIVERSITYOFPIRAEUS
DepartmentofDigitalSystemsComputa@onalBiomedicine
Laboratory
Home Telemonitoring
• Remotepa6entmonitoringandtelecare:afocalpointofemerginghealthcareschemes
• Substan6alposi6veimpactforchroniccondi6ons• Reducedcosts• Improvedefficiency• Superiorcoordina6onbetweencaregivers• Higherqualityoflife
• AnumberofstudiesontelemonitoringforCOPD:• U6liza6onoftechnologiesforsymptomsandvitalsignsmonitoring• Resultshaveindicatedvariouspoten6albenefits• Similarresultsinstudiesfocusingoncys6cfibrosis
• Absenceofstudiesonlesscommonpulmonarycondi6ons
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Idiopathic Pulmonary Fibrosis
• Chronic,progressiveandirreversible• Progressiveworseningofdyspneaandpulmonaryfunc6on• Progressivefibrosisofthelungs• Acuterespiratorydecline
• Unknowne6ology• Meanageofonset67-69years• Usuallyfatal
• Mediansurvival6me:2-3yearsaTerdiagnosis
• Pa6entsmayhavesub-clinicalorovertco-morbidcondi6ons(e.g.pulmonaryhypertension,emphysema)
Treatment and Monitoring
• Evidence-basedrecommenda6onsinclude:• Long-termoxygentherapyincasesofclinicallysignificantres6nghypoxemia• Lungtransplanta6oninappropriatepa6ents• Insufficientevidencetosupportanypharmacologictherapy-someagentsmayhavepossiblebenefitsforindividualpa6ents
• Thebesttreatmentplanmaydifferforeachindividualpa6ent• Needformonitoring,inordertoiden6fythecourseofthediseaseandini6ateappropriateinterven6ons
• Monitoringofoxygensatura6onatrestandwithexer6on• Commonprac6cewithotherpulmonarydiseases
Raghu,G.etal.“AnOfficialATS/ERS/JRS/ALATStatement:IdiopathicPulmonaryFibrosis:Evidence-basedGuidelinesforDiagnosisandManagement”,AmericanJournalofRespiratoryandCriMcalCareMedicine,vol.183,no.6,pp.788–824,Mar.2011
• Hometelemonitoringisexpectedto:• Facilitatemonitoringofpa6entsinruralareas• Providepa6entswithbe^erawarenessoftheircondi6on• Increasepa6ents’feelingofsecurity
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• Homecaresystemforassistedindependentliving:
• Healthmonitoring• Communica6onandsocialnetworking
• Emergencyresponse• Vitalsignsmeasurements&physicalac6vitytracking
• EHR• 24/7helpdeskservice• Foursubsystems:
• Mobileapplica6on• Web-basedapplica6on• Helpdeskapplica6on• Cloudback-endpladorm
Pla0orm Architecture
ExternalDataSources
DatabaseObjectStorage
BioAssistCloud
Communication
DesktopWebApp
UserManagementAlarms&
Notifications
Patient Contact Att.Doctor
HelpdeskMobileApp
SensorsWearables
WebServiceAPI
Data&EventAnalysis
BioSignals
Use Case Scenarios
• VitalSignsMonitoringandPersonalHealthRecord(PHR)• VideoconferencingandSocialContact• Reminders• EmergencyCall
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Use Case Scenarios
• Pa6entMonitoringParameters• PHR
Pilot Setup
• RespiratoryMedicineDepartment-UniversityHospitalofLarissa• 6-monthpilotstudytoverifythesolu6on’sfeasibility• Pa6ents(20):
• 6female• 14male• 15withIPF• 5withIPFandemphysema• Meanage=67.6years
Variable Value (mean ± SD) Age (years) 67,6 ± 8,4 Gender (male/female) 14/ 6 Smoking habit (non-smoker/ex-smoker) 12/ 8 Pack-years 51,26 ± 14,33
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Study Protocol
Pa6ents• Eachpa6entwasprovidedwith:
• Androidtabletwithmobileapppre-installed• BLEpulseoximeter• BLEbloodpressuremeter
• Reminderstoenforcemeasurementandmedica6onschedule
• Regularassessmentsusingwell-establishedques6onnaires:
• SaintGeorge’sRespiratoryQues6onnaire• InterRAI• User-sa6sfac6onques6onnaires
Study Protocol
A^endingdoctor• Setthemeasuringscheduleandrespec6vethresholdsforeachpa6ent
• Hasaccesstoeachpa6ent’sPHR
• Receivesweeklyreportsandno6fica6onsforthresholdviola6ons
• Weeklydoctor-pa6entcommunica6onviavideoconferencing
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Study Protocol
A^endingdoctor• Setthemeasuringscheduleandrespec6vethresholdsforeachpa6ent
• Hasaccesstoeachpa6ent’sPHR
• Receivesweeklyreportsandno6fica6onsforthresholdviola6ons
• Weeklydoctor-pa6entcommunica6onviavideoconferencing
Study Protocol
A^endingdoctor• Setthemeasuringscheduleandrespec6vethresholdsforeachpa6ent
• Hasaccesstoeachpa6ent’sPHR
• Receivesweeklyreportsandno6fica6onsforthresholdviola6ons
• Weeklydoctor-pa6entcommunica6onviavideoconferencing
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Study Protocol
A^endingdoctor• Setthemeasuringscheduleandrespec6vethresholdsforeachpa6ent
• Hasaccesstoeachpa6ent’sPHR
• Receivesweeklyreportsandno6fica6onsforthresholdviola6ons
• Weeklydoctor-pa6entcommunica6onviavideoconferencing
Results
ü Allpa6entshavebeenconsistentlyadherenttotheirmeasurementsscheduleandmedica6onregimen
~200 measurements/type
of biosignal per paEent
98.32% Average compliance
to measurement schedule
100% Overall adherence to medicaEon
86.1% Minimum compliance
to measurement schedule
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Results
ü Nosignificanttechnicalissuesorproblemswiththesystem’susabilitywerepresented
ü Approximately70%ofthepar6cipantswereabletousethesystemwithconfidenceevenwithoutsupport
ü Thesystempresentednodifficultyforcaregiversü Communica6onfeaturesappreciatedbyrela6vesofpa6entswholivealone
14 paEents were able to use the system
without any support
20 videocalls/month
on average, between paEents
and relaEves
13’ average
duraEon of videocall
Results
ü Doctorsreviewedpa6ents’measurementsatleastonceaweekü Emergencycallfeaturemostlyusedfortechnicalissuesorsupportü Outgoingcallsfromthehelpdesktopa6entsensuredcomplianceü 3emergencycallsformedicalreasons
43 emergency calls in total
28 outgoing calls
to paEents
8 alerts for threshold violaEon
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Conclusions and Further Work
ü Mostpa6ents-eventhoseofgreaterage-areabletousethesystemconfidently,withoutneedforconstantsupport
ü Thesystemhasintegratedwellwiththepa6ents’dailyrou6nesü Doctorshaveeasilyfamiliarizedthemselveswiththesystemandincorporateditintheircareprocess
ü Con6nuousmonitoringhasalloweddoctorstomakewell-informedadjustmentstotreatment(e.g.ini6ateoxygentherapy)
ü Theemergencycallserviceiscomfor6ngforthepa6ents’rela6vesü Theresultsareindica6veofthebenefitsthatthesystemoffers
Datagatheredviaques6onnaireswillallowforimpactanalysisandassessmentofusersa6sfac6on
Usage in other Chronic Diseases
Each member will be provided with:
• Service provision through our mobile app
• Devices interconnection and videoconferencing
Tablet
• Wireless connection with the mobile app for vital signs monitoring ü SpO2 ü Pulse rate ü Blood pressure ü Glucose levels ü Weight ü Spirometry - ECG - Activity / Fall
Wireless medical sensors
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• Elderly people / chronic paEents – Main users of the pla0orm
• Members’ relaEves, friends or other close persons – Caring circle
• AWending doctor of the member
• Primary support of the member
• Secondary support of the member – provision of medical advice
Main user categories - Roles
Member
Contact
AHendingDoctor
HelpdeskAgent
MedicalAgent
Ecosystem
Doctors
Helpdesk
Social Contacts
Pharmacists/Caregivers Medication
intake schedule
Reminders
Treatment schedule
Biosignals Monitoring
Electronic Health Record
Reports Emergency call
Fall detection
Alerts
Video calls
Photos and Videos
Push notifications
CARE
MONITORING SUPERVISION
SOCIAL ENGAGEMENT
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SoKware
…createsandmanagesacontactcircletohavevideoconferencewith
…takesvitalsignsmeasurementsthatareavailabletohis/hera^endingdoctor
…createsandmanagesreminderstobeenforcedviasound(tablet)andvibra6on(smartwatch)
…makesemergencycallstobeaddressedbytheservice’shelpdesk
EachMember…
Mobile version
…sharesphotos&videoswithhis/hercontactcircle
…canviewtohis/herPHRandregisternewvitalsignsrecordings
SoKware
…createsandmanagesacontactcircletohavevideoconferencewith
…takesvitalsignsmeasurementsthatareavailabletohis/hera^endingdoctor
…createsandmanagesreminderstobeenforcedviasound(tablet)andvibra6on(smartwatch)
…makesemergencycallstobeaddressedbytheservice’shelpdesk
EachMember…
Mobile version
…sharesphotos&videoswithhis/hercontactcircle
…canviewtohis/herPHRandregisternewvitalsignsrecordings
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• Member applicaEon also features a desktop version that allows: • Advanced settings management
• Use of the application without the need of additional hardware (tablet)
Desktop version
Feature: Contacts DESKTOPVERSION
MOBILEVERSION
• Contactlist:Allcontactsaredisplayedonthispagewiththeirnameandprofilephoto
• Onlinecontacts:Clickingonthegreenphoneiconnexttodoctor’sorrela6ve’snamestartsavideocallwithhighvideoandaudioquality
• Offlinecontacts:Whenacontactisoffline,anenvelopeiconisdisplayednexttohis/hername
• SearchBioAssistnetwork:Thepa6entcanconnectwithothermembersoftheBioAssistnetwork.
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• Eachmembercaninteractwithhis/hercircleofcontactsusingstate-ofthe-artWebRTCtechnology
• Web-basedtechnology,elimina6ngtheneedforaclient
Feature: Videoconference DESKTOPVERSION
MOBILEVERSION
Feature: Reminders DESKTOPVERSION
MOBILEVERSION
Remindersthatcanbefilteredas:
• MedicalandNon-Medical
• Pending,ForthcomingorCompleted
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• SourcesofPHRdata:• Connec6onwithexternalEHR
providers• Recordingsofbiosignalsfrom
interconnectedsensors• A^endingdoctors’input• Pa6ent’sandcaringcircle’sinput
• Alldatais6me-stampedandcanbefilteredbysourceoforigin
• Addi6onaldata:• Medica6on:listofprescribeddrugs• Allergies
Feature: Personal Health Record DESKTOPVERSION
MOBILEVERSION
Feature: Gallery
Everycontactcanuploadphotosandsharethemwiththepeopleonhis/herContactlist
Thepa6entcandisplayoraddaddi6onalphotos
Everymembercanviewphotostheothercontactshaveuploaded
Allowingthepa6enttofeel
comfortablewithBioAssistisagreatconcern
DESKTOPVERSION
MOBILEVERSION
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• Profile:Thepa6entcanchangehis/herprofileimageandaddorupdatepersonalinforma6onlikeweight,address,telephonenumber,etc.
• SeSngs:Thepa6entcanchangehis/herpassword,orupdatetheire-mailaddressinthissec6on
Features: Account Management
• EventHistory:Containsallmedicalornon-medicaleventsthatoccurredtothepa6entwhileBioAssistwasopera6onal
DESKTOPVERSION
MOBILEVERSION
• Setremindersformedica6on,biosignalsmonitoringschedule,medicalappointmentsetc
• Checkandupdatethepa6ent’sPHR
• Checkpa6ent’sbiosignalsandsetthedailybiosignalsrecordingschedule
Features of the AWending Doctor Role DESKTOPVERSION
MOBILEVERSION
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Reminderscreatedbythepa6ent,hiscontactsorcaregivers,applyviathetabletand/orsmartwatchtoenhancedrugadherence
Reminders – Smart watch IntegraEon
• Handlesemergencycallsfrompa6ents(24x7).• Monitorsalerts(i.e.expiredreminders,biosignalthresholdviola6ons
andfailurestoreceivemedica6on)• ForwardsanyimportantcasestotheMedicalHelpdesk• Communicateswithallmembersviadirectvideoconference
Features of the Primary Helpdesk Role
DESKTOPVERSION
MOBILEVERSION
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Help Desk- PaEent data Features of the Primary Helpdesk Role – PaEent Data
DESKTOPVERSION
MOBILEVERSION
Help Desk- PaEent data Features of the Primary Helpdesk Role – PHR
DESKTOPVERSION
MOBILEVERSION
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Help Desk- PaEent data Features of the Primary Helpdesk Role – Biosignal Recordings
DESKTOPVERSION
MOBILEVERSION
QuesEons?
More Details [email protected]