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Health	
  informa.cs	
  
                          	
  
               Fernando	
  Mar*n-­‐Sanchez	
  
       Ins$tute	
  for	
  a	
  Broadband-­‐Enabled	
  Society	
  
             &	
  Melbourne	
  Medical	
  School	
  
	
  
Introduc$on	
  
•  Broadband	
  can	
  provide	
  many	
  
   opportuni$es	
  for	
  the	
  health	
  sector:	
  
    –  Improving	
  youth	
  mental	
  health	
  and	
  aged	
  
       care	
  services	
  
    –  Monitoring	
  health	
  condi$ons	
  	
  	
  
    –  Enabling	
  shared	
  electronic	
  health	
  records	
  	
  


•  Broadband	
  technologies	
  are	
  
   revolu$onising	
  the	
  delivery	
  of	
  health	
  
   care.	
  Convergence	
  with	
  other	
  
   technologies	
  towards	
  Digitally	
  Enabled	
  
   Personalized	
  Medicine	
  
Aging	
  Well  	
  
–  Mobile	
  and	
  broadband	
   	
  
   technologies	
  for	
  ameliora.ng	
  
   social	
  isola.on	
  in	
  older	
  people	
  
–  Smart	
  Homes	
  for	
  the	
  Elderly	
  –	
  
   recent	
  developments	
  in	
  Korea	
  

                Youth	
  Mental	
  Health	
  	
  	
  
−  HORYZONS:	
  Online	
  
   Recovery	
  for	
  Youth	
  Onset	
  
   Psychosis	
  
Telehealth	
  
–    Individual	
  Electronic	
  Health	
  Records	
   	
  
–    The	
  Telestroke	
  Study	
  
–    Hap*c	
  Tele-­‐Rehabilita/on	
  	
  
–    Teleden/stry	
  	
  	
  
–    Virtual	
  visits:	
  Inves*ga*ng	
  the	
  acceptability	
  of	
  webcam	
  consulta*ons	
  for	
  young	
  
     adults’	
  sexual	
  health	
  
–    Wireless	
  broadband	
  monitoring	
  of	
  knee	
  osteoarthri/s	
  
–    Overcoming	
  geographical	
  barriers	
  for	
  community	
  health	
  
–    Interpreter	
  mediated	
  cogni*ve	
  assessments	
  using	
  video	
  conferencing	
  soFware	
  
–    SeeCare	
  IPTV:	
  Personalised	
  Health	
  Literacy	
  Demonstrator	
  
–    Mobile	
  Augmented	
  Reality	
  
–    Interpreter	
  mediated	
  cogni/ve	
  assessments	
  using	
  video	
  conferencing	
  soFware	
  	
  
–    High	
  resolu*on	
  monitoring	
  of	
  atmospheric	
  pollutants	
  to	
  iden*fy	
  their	
  impact	
  on	
  
     popula*on	
  health	
  
–    Overcoming	
  geographical	
  barriers	
  for	
  community	
  health	
  
–    Using	
  video-­‐conferencing	
  to	
  pilot	
  an	
  educa*on	
  and	
  clinical	
  support	
  package	
  for	
  
     rural	
  GPs	
  in	
  Mildura	
  
Health Informatics:
       Towards
  Digitally Enabled
Personalised Medicine
Current challenges in Medicine
•  Need	
  of	
  earlier	
  diagnosis	
  	
  	
  
•  More	
  personalized	
  therapies	
  
•  Risk	
  profiling,	
  disease	
  predic$on	
  and	
  
   preven$on	
  	
  	
  
•  Improve	
  disease	
  classifica$on	
  systems	
  	
  	
  
•  Control	
  health	
  system	
  costs	
  	
  
•  Clinical	
  trials	
  and	
  the	
  development	
  of	
  new	
  
   drugs	
  need	
  to	
  be	
  more	
  agile	
  and	
  effec$ve.	
  
•  Ci$zens	
  could	
  take	
  more	
  responsibility	
  for	
  the	
  
   maintenance	
  of	
  their	
  own	
  health.	
  
•  Shortage	
  of	
  health	
  professionals	
  
The Digitalization of Medicine
•  Digital	
  revolu$on	
  in	
  other	
  domains	
  (banking,	
  insurance,	
  
   leisure,	
  government,…)	
  
•  The	
  incorpora$on	
  of	
  digital	
  systems	
  in	
  healthcare	
  is	
  lagging	
  
   behind	
  other	
  sectors:	
  
    –  Reasons:	
  complexity,	
  privacy,	
  volume	
  of	
  data,	
  lack	
  of	
  
       demand	
  
    –  It	
  has	
  greatly	
  affected	
  healthcare	
  at	
  the	
  hospital	
  or	
  
       research	
  centre	
  level.	
  	
  
    –  The	
  digital	
  revolu$on	
  has	
  not	
  yet	
  reached	
  medicine,	
  at	
  
       the	
  pa$ent/ci$zen	
  level	
  	
  
         • BUT	
  THIS	
  IS	
  STARTING	
  TO	
  HAPPEN	
  NOW	
  !!!	
  
Enabling scientific and
     technological advancements
•  New	
  converging	
  areas	
  make	
  feasible	
  for	
  the	
  first	
  
   $me	
  the	
  idea	
  of	
  an	
  integrated	
  digital	
  infrastructure	
  
   for	
  medicine,	
  reaching	
  the	
  ci$zen,	
  that	
  will	
  make	
  
   feasible	
  the	
  concept	
  of	
  personalized	
  medicine	
  
    –  Nanotechnology	
  
    –  Biotechnology	
  
    –  Informa$on	
  Technologies	
  
    –  Cogni$ve	
  science	
  
Enabling scientific and
      technological advancements
•  Broadband	
  technologies	
  and	
  networks	
  
•  High	
  performance	
  compu$ng	
  (and	
  A.I.	
  systems)	
  
•  Ubiquity	
  of	
  smartphones,	
  tablets,	
  …	
  
•  Sensors,	
  imaging	
  and	
  wearables	
  
•  Personal	
  genome	
  sequencing,	
  gene$c	
  tes$ng	
  and	
  
   epigene$cs	
  
•  Metagenomics	
  and	
  the	
  Human	
  Microbiome	
  
   Project
•  Social	
  networks	
  and	
  the	
  Quan$fied	
  Self	
  
•  Knowledge	
  management	
  on	
  gene$c	
  diseases	
  and	
  
   systems	
  biology	
  modelling	
  
Smartphone apps

•  Smartphone	
  ECG	
  system	
  
   to	
  provide	
  physicians	
  
   and	
  pa$ents	
  with	
  
   hospital-­‐quality	
  heart	
  
   rhythm	
  monitoring	
  
   outside	
  of	
  the	
  hospital	
  
   se`ng	
  
Advances in genomic
                   technology

•  Benchtop	
  Ion	
  Proton™	
  
   Sequencer	
  –	
  designed	
  to	
  
   sequence	
  the	
  en$re	
  human	
  
   genome	
  in	
  a	
  day	
  for	
  $1,000	
  
Graphs of my total cholesterol (blue), my “bad” LDL cholesterol (red),
         and my “good” cholesterol (green) over a decade.
                  (Larry Smarr, CalTech)
Remote	
  pa$ent	
  data	
  monitoring	
  and	
  data	
  collec$on	
  
  Environmental sensors                                                            Genomic sensors




                                           Phenomic sensors




Environmental risk factors                                               Biomarkers (DNA sequence,
(pollution, radiation, toxic agents, …)                                  proteins, gene expression, epigenetics


                                Physiological, biochemical parameters
                                (cholesterol, temperature, glucose, heart rate…)



                                     Integrated personal health record
Digitally	
  enabled	
  personalised	
  medicine	
  
                                                      	
  
•  Personalized	
  medicine	
  refers	
  to	
  the	
  tailoring	
  of	
  
   medical	
  treatment	
  to	
  groups	
  of	
  pa$ents	
  with	
  
   similar	
  gene$c	
  or	
  molecular	
  profiles.	
  	
  
•  Ultra	
  high	
  speed	
  broadband	
  networks	
  will	
  be	
  
   required	
  to	
  transmit	
  enormous	
  volumes	
  of	
  data	
  
   from	
  pa$ents’	
  homes	
  to	
  health	
  prac$$oners	
  and	
  
   vice	
  versa	
  in	
  a	
  $mely	
  manner,	
  and	
  to	
  enable	
  the	
  
   processing	
  of	
  this	
  deluge	
  of	
  data.	
  
•  Personalised	
  medicine	
  offers	
  enormous	
  
   opportuni$es	
  for	
  improving	
  preven$ve,	
  diagnos$c	
  
   and	
  therapeu$c	
  solu$ons	
  à	
  improving	
  healthcare                 	
  
   outcomes,	
  reducing	
  costs	
  and	
  increasing	
  pa$ent	
  
   safety.	
  
Digitally	
  
  enabled	
  
personalised	
  
 medicine	
  
Patient Data (sensors and imaging)
                                                                             Sensors
                  Genomic    Phenomic           Environmental


                            Integrated Personal
         EHR                Health Record


            Module 1         Health Profile                                          GWAS
                             Assessment
                                                      Tables (weighted factors)
       Modelling                Risks

                                Diagnosis       Personal
                                                Health Profile
                                                                                     CDSS

                             Health Profile
            Module 2         Improvement                                          Trialbanks
NBN

                               Risk reduction           Decision matrix, protocols
      Follow-up                                 Personalised
                               Therapy          Health Recommendations
Social	
  media	
  and	
  biomedical	
  and	
  
                                                     	
  
                     clinical	
  research	
  
•  We	
  are	
  witnessing	
  a	
  transi$on	
  from	
  research	
  informa$on	
  systems	
  
   centralized	
  at	
  hospitals	
  and	
  clinical	
  research	
  centres	
  to	
  distributed	
  systems	
  
   that	
  reach	
  out	
  to	
  the	
  residence	
  of	
  any	
  ci$zen	
  /	
  pa$ent	
  who	
  opts	
  in.	
  	
  
•  Social	
  media	
  as	
  a	
  research	
  tool	
  
•  Clinical	
  Research	
  with	
  the	
  pa$ents,	
  not	
  on	
  the	
  pa$ents	
  
•  Examples	
  
    –  23andMe	
  –	
  Parkinson’s	
  Disease	
  –	
  PLoS	
  Gene$cs,	
  2	
  new	
  gene$c	
  
        associa$ons	
  
    –  Pa$entsLikeMe	
  –	
  Nature	
  Biotech.	
  Self-­‐reported	
  data	
  from	
  600	
  pa$ents	
  
        on	
  the	
  use	
  of	
  lithium	
  for	
  Amyotrophic	
  Lateral	
  Sclerosis	
  (ALS)	
  
Pa$ent	
  empowerment
                                      	
  
Current           NBN-enabled       Driving forces: patient empowerment,
networks                            personalized medicine, social networks
EHR –             Personally        Citizens are able to maintain and control
Electronic        Controlled EHR    their own health information
Health Record
Gene-disease      Personal          Citizens ask for genetic analysis of their
association       genomics          DNA through the Internet and receive
studies                             reports on various aspects of their health



Clinical trials   Crowdsourced      The patient voluntarily shares information
                  clinical trials   on treatments and evolution of his/her
                                    illness with other patients
Barriers
•  New	
  regulatory	
  framework	
  (new	
  models	
  of	
  clinical	
  
   trials)	
  
•  New	
  informa$cs	
  methods	
  to	
  compile	
  and	
  interpret	
  all	
  
   the	
  informa$on	
  
•  Educa$on	
  of	
  pa$ents	
  and	
  health	
  professionals	
  
•  Ethics,	
  data	
  security	
  and	
  confiden$ality	
  issues	
  
•  Wide	
  availability	
  of	
  clinical	
  decision	
  support	
  systems	
  at	
  
   the	
  point-­‐of-­‐care	
  
•  New	
  cost-­‐effec$veness	
  assessment	
  and	
  financial	
  
   models	
  of	
  care	
  
•  Need	
  to	
  prove	
  clinical	
  effec$veness	
  before	
  DTC	
  services	
  
   are	
  offered.	
  
Conclusions
•  The	
  rou$ne	
  applica$on	
  of	
  personalised	
  medicine	
  is	
  s$ll	
  a	
  
   long	
  way	
  ahead,	
  however	
  we	
  have	
  now	
  all	
  the	
  
   ingredients	
  to	
  make	
  it	
  happen.
•  The	
  convergence	
  of	
  medicine	
  and	
  the	
  digital	
  revolu$on	
  
   will	
  produce	
  an	
  informa.on	
  ecosystem	
  that	
  will	
  facilitate	
  
   the	
  advent	
  of	
  safer	
  and	
  more	
  efficient	
  preven$ve,	
  
   diagnos$c	
  and	
  therapeu$c	
  solu$ons.	
  	
  
•  The	
  ci$zen	
  will	
  have	
  access	
  to	
  her	
  gene.c	
  profile	
  and	
  
   clinical	
  record,	
  and	
  will	
  monitor	
  and	
  adjust	
  her	
  health	
  
   using	
  next	
  genera$on	
  sensors	
  and	
  social	
  networks	
  to	
  
   share	
  this	
  informa$on	
  with	
  peers,	
  clinicians	
  and	
  
   researchers.	
  	
  Virtual	
  pa$ent	
  –	
  Pa$ent	
  avatar	
  
Conclusions
•  But	
  all	
  of	
  this	
  will	
  only	
  be	
  possible	
  if	
  we	
  realise	
  that	
  it	
  is	
  .me	
  for	
  us	
  
   to	
  take	
  responsibility	
  for	
  our	
  own	
  health.	
  	
  
      –  “The	
  Crea$ve	
  Destruc$on	
  of	
  Medicine”	
  (Topol),	
  
      –  	
  “Networked	
  individualism”	
  (Rainie),	
  or	
  
      –  	
  “P4	
  Medicine”	
  (Hood).	
  
•  We	
  prefer	
  the	
  term	
  “Digitally	
  enabled	
  personalized	
  medicine”	
  and	
  
   have	
  already	
  started	
  research	
  work	
  in	
  several	
  areas:	
  clinical	
  
   genomics,	
  modelling	
  and	
  the	
  use	
  of	
  social	
  media	
  for	
  biomedical	
  
   research.	
  	
  
•  We	
  believe	
  that	
  the	
  synergy	
  between	
  Health	
  Informa$cs	
  and	
  the	
  
   broadband	
  network	
  in	
  the	
  context	
  of	
  mul$disciplinary	
  collabora$on	
  
   and	
  innova$on	
  offered	
  by	
  Carlton	
  Connect	
  will	
  contribute	
  to	
  
   accelerate	
  the	
  advent	
  of	
  personalised	
  medicine.	
  	
  	
  
Thank	
  you	
  	
  
           	
  
                      oms@unimelb.edu.au	
  
       www.healthinforma$cs.unimelb.edu.au	
  
                         Twiqer:	
  @ibeshbir	
  
	
  

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Health Informatics and Broadband Presentation

  • 1. Health  informa.cs     Fernando  Mar*n-­‐Sanchez   Ins$tute  for  a  Broadband-­‐Enabled  Society   &  Melbourne  Medical  School    
  • 2. Introduc$on   •  Broadband  can  provide  many   opportuni$es  for  the  health  sector:   –  Improving  youth  mental  health  and  aged   care  services   –  Monitoring  health  condi$ons       –  Enabling  shared  electronic  health  records     •  Broadband  technologies  are   revolu$onising  the  delivery  of  health   care.  Convergence  with  other   technologies  towards  Digitally  Enabled   Personalized  Medicine  
  • 3. Aging  Well   –  Mobile  and  broadband     technologies  for  ameliora.ng   social  isola.on  in  older  people   –  Smart  Homes  for  the  Elderly  –   recent  developments  in  Korea   Youth  Mental  Health       −  HORYZONS:  Online   Recovery  for  Youth  Onset   Psychosis  
  • 4. Telehealth   –  Individual  Electronic  Health  Records     –  The  Telestroke  Study   –  Hap*c  Tele-­‐Rehabilita/on     –  Teleden/stry       –  Virtual  visits:  Inves*ga*ng  the  acceptability  of  webcam  consulta*ons  for  young   adults’  sexual  health   –  Wireless  broadband  monitoring  of  knee  osteoarthri/s   –  Overcoming  geographical  barriers  for  community  health   –  Interpreter  mediated  cogni*ve  assessments  using  video  conferencing  soFware   –  SeeCare  IPTV:  Personalised  Health  Literacy  Demonstrator   –  Mobile  Augmented  Reality   –  Interpreter  mediated  cogni/ve  assessments  using  video  conferencing  soFware     –  High  resolu*on  monitoring  of  atmospheric  pollutants  to  iden*fy  their  impact  on   popula*on  health   –  Overcoming  geographical  barriers  for  community  health   –  Using  video-­‐conferencing  to  pilot  an  educa*on  and  clinical  support  package  for   rural  GPs  in  Mildura  
  • 5. Health Informatics: Towards Digitally Enabled Personalised Medicine
  • 6. Current challenges in Medicine •  Need  of  earlier  diagnosis       •  More  personalized  therapies   •  Risk  profiling,  disease  predic$on  and   preven$on       •  Improve  disease  classifica$on  systems       •  Control  health  system  costs     •  Clinical  trials  and  the  development  of  new   drugs  need  to  be  more  agile  and  effec$ve.   •  Ci$zens  could  take  more  responsibility  for  the   maintenance  of  their  own  health.   •  Shortage  of  health  professionals  
  • 7. The Digitalization of Medicine •  Digital  revolu$on  in  other  domains  (banking,  insurance,   leisure,  government,…)   •  The  incorpora$on  of  digital  systems  in  healthcare  is  lagging   behind  other  sectors:   –  Reasons:  complexity,  privacy,  volume  of  data,  lack  of   demand   –  It  has  greatly  affected  healthcare  at  the  hospital  or   research  centre  level.     –  The  digital  revolu$on  has  not  yet  reached  medicine,  at   the  pa$ent/ci$zen  level     • BUT  THIS  IS  STARTING  TO  HAPPEN  NOW  !!!  
  • 8. Enabling scientific and technological advancements •  New  converging  areas  make  feasible  for  the  first   $me  the  idea  of  an  integrated  digital  infrastructure   for  medicine,  reaching  the  ci$zen,  that  will  make   feasible  the  concept  of  personalized  medicine   –  Nanotechnology   –  Biotechnology   –  Informa$on  Technologies   –  Cogni$ve  science  
  • 9. Enabling scientific and technological advancements •  Broadband  technologies  and  networks   •  High  performance  compu$ng  (and  A.I.  systems)   •  Ubiquity  of  smartphones,  tablets,  …   •  Sensors,  imaging  and  wearables   •  Personal  genome  sequencing,  gene$c  tes$ng  and   epigene$cs   •  Metagenomics  and  the  Human  Microbiome   Project •  Social  networks  and  the  Quan$fied  Self   •  Knowledge  management  on  gene$c  diseases  and   systems  biology  modelling  
  • 10. Smartphone apps •  Smartphone  ECG  system   to  provide  physicians   and  pa$ents  with   hospital-­‐quality  heart   rhythm  monitoring   outside  of  the  hospital   se`ng  
  • 11. Advances in genomic technology •  Benchtop  Ion  Proton™   Sequencer  –  designed  to   sequence  the  en$re  human   genome  in  a  day  for  $1,000  
  • 12. Graphs of my total cholesterol (blue), my “bad” LDL cholesterol (red), and my “good” cholesterol (green) over a decade. (Larry Smarr, CalTech)
  • 13. Remote  pa$ent  data  monitoring  and  data  collec$on   Environmental sensors Genomic sensors Phenomic sensors Environmental risk factors Biomarkers (DNA sequence, (pollution, radiation, toxic agents, …) proteins, gene expression, epigenetics Physiological, biochemical parameters (cholesterol, temperature, glucose, heart rate…) Integrated personal health record
  • 14. Digitally  enabled  personalised  medicine     •  Personalized  medicine  refers  to  the  tailoring  of   medical  treatment  to  groups  of  pa$ents  with   similar  gene$c  or  molecular  profiles.     •  Ultra  high  speed  broadband  networks  will  be   required  to  transmit  enormous  volumes  of  data   from  pa$ents’  homes  to  health  prac$$oners  and   vice  versa  in  a  $mely  manner,  and  to  enable  the   processing  of  this  deluge  of  data.   •  Personalised  medicine  offers  enormous   opportuni$es  for  improving  preven$ve,  diagnos$c   and  therapeu$c  solu$ons  à  improving  healthcare   outcomes,  reducing  costs  and  increasing  pa$ent   safety.  
  • 15. Digitally   enabled   personalised   medicine  
  • 16. Patient Data (sensors and imaging) Sensors Genomic Phenomic Environmental Integrated Personal EHR Health Record Module 1 Health Profile GWAS Assessment Tables (weighted factors) Modelling Risks Diagnosis Personal Health Profile CDSS Health Profile Module 2 Improvement Trialbanks NBN Risk reduction Decision matrix, protocols Follow-up Personalised Therapy Health Recommendations
  • 17. Social  media  and  biomedical  and     clinical  research   •  We  are  witnessing  a  transi$on  from  research  informa$on  systems   centralized  at  hospitals  and  clinical  research  centres  to  distributed  systems   that  reach  out  to  the  residence  of  any  ci$zen  /  pa$ent  who  opts  in.     •  Social  media  as  a  research  tool   •  Clinical  Research  with  the  pa$ents,  not  on  the  pa$ents   •  Examples   –  23andMe  –  Parkinson’s  Disease  –  PLoS  Gene$cs,  2  new  gene$c   associa$ons   –  Pa$entsLikeMe  –  Nature  Biotech.  Self-­‐reported  data  from  600  pa$ents   on  the  use  of  lithium  for  Amyotrophic  Lateral  Sclerosis  (ALS)  
  • 18. Pa$ent  empowerment   Current NBN-enabled Driving forces: patient empowerment, networks personalized medicine, social networks EHR – Personally Citizens are able to maintain and control Electronic Controlled EHR their own health information Health Record Gene-disease Personal Citizens ask for genetic analysis of their association genomics DNA through the Internet and receive studies reports on various aspects of their health Clinical trials Crowdsourced The patient voluntarily shares information clinical trials on treatments and evolution of his/her illness with other patients
  • 19. Barriers •  New  regulatory  framework  (new  models  of  clinical   trials)   •  New  informa$cs  methods  to  compile  and  interpret  all   the  informa$on   •  Educa$on  of  pa$ents  and  health  professionals   •  Ethics,  data  security  and  confiden$ality  issues   •  Wide  availability  of  clinical  decision  support  systems  at   the  point-­‐of-­‐care   •  New  cost-­‐effec$veness  assessment  and  financial   models  of  care   •  Need  to  prove  clinical  effec$veness  before  DTC  services   are  offered.  
  • 20. Conclusions •  The  rou$ne  applica$on  of  personalised  medicine  is  s$ll  a   long  way  ahead,  however  we  have  now  all  the   ingredients  to  make  it  happen. •  The  convergence  of  medicine  and  the  digital  revolu$on   will  produce  an  informa.on  ecosystem  that  will  facilitate   the  advent  of  safer  and  more  efficient  preven$ve,   diagnos$c  and  therapeu$c  solu$ons.     •  The  ci$zen  will  have  access  to  her  gene.c  profile  and   clinical  record,  and  will  monitor  and  adjust  her  health   using  next  genera$on  sensors  and  social  networks  to   share  this  informa$on  with  peers,  clinicians  and   researchers.    Virtual  pa$ent  –  Pa$ent  avatar  
  • 21. Conclusions •  But  all  of  this  will  only  be  possible  if  we  realise  that  it  is  .me  for  us   to  take  responsibility  for  our  own  health.     –  “The  Crea$ve  Destruc$on  of  Medicine”  (Topol),   –   “Networked  individualism”  (Rainie),  or   –   “P4  Medicine”  (Hood).   •  We  prefer  the  term  “Digitally  enabled  personalized  medicine”  and   have  already  started  research  work  in  several  areas:  clinical   genomics,  modelling  and  the  use  of  social  media  for  biomedical   research.     •  We  believe  that  the  synergy  between  Health  Informa$cs  and  the   broadband  network  in  the  context  of  mul$disciplinary  collabora$on   and  innova$on  offered  by  Carlton  Connect  will  contribute  to   accelerate  the  advent  of  personalised  medicine.      
  • 22. Thank  you       oms@unimelb.edu.au   www.healthinforma$cs.unimelb.edu.au   Twiqer:  @ibeshbir