Technology & Innovations Changing Medicine
Dr. Daniel Kraft looks at the landscape of health and medicine to reimagine – diagnosis; therapy; health & prevention; and using our shared knowledge to change and make your healthcare experience better.
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 he's a he's an amazing guy he is both a  clinician and an inventor he is an  entrepreneur and a visionary he has an  undergraduate degree from Brown  University got his medical degree from  Stanford board-certified in internal  medicine and pediatrics  he had a Harvard residency at Mass  General Boston Children's fellowships in  hematology oncology bone marrow  transplantation at Stanford and right  now among other things he's the inventor  of the marrow miner which is an  fda-approved  technology that goes in and gets in a  minimally invasive way bone marrow which  can be so life-saving for so many five  TED talks and TEDMED talks and if you  want to learn about what is next in  medicine and healthcare take a listen to  dr. Daniel craft Dan thank you  [Music]  good morning thanks it's great to be 
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 here and have a chance not to just  imagine to but to sort of think about  reimagining health and medicine across  the healthcare paradigm so I'm gonna  I've got 25 minutes to cover a whole  amount of really interesting elements  and want to engage you to think about  how you can play a role in thinking  about the future of healthcare  so you just heard from Regina about a  lot of these amazing technologies many  of which were developed at DARPA that  have really reshaped our lives in many  ways moving in very fast and sometimes  disruptive elements and you know but a  lot of those technologies have not  always really translated to changes in  healthcare healthcare softened a little  bit stuck between the third and the  fourth Industrial Age and we've  reinvented how we do our banking and our  movies but you know we're still using  you know fax machines in healthcare I  was talking to a couple the participants  here who I should run hospital systems  you know what's the future of the  hospitals is still the four walls are we  blending with more virtual care or  telehealth so you know as we look to the  future of medicine it's a bit helpful to  have a little bit of a look back to the  future it's also scary is were past the 
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 date they went to in that movie that was  like 2016 was the future I've had my own  back to the future of moments as  mentioned I trained at Mass General  Hospital I was back there for the 200th  anniversary of MGH with the guys and  girls I was in the trenches with 20  years ago as a resident and you know  there's some very historical historic  places at Mass General where they fit to  the first general anesthesia back in  1846 I can visit the ether dome it's  pretty much frozen in time but I was a  little bit shocked and dismayed to go  visit the ward where I was an intern 20  years ago and in 20 years it was also  kind of frozen in time same alarms were  beeping some of the same nurses maybe  some of the same patients the only  difference was a young doctor was pret I  was you know pushing on a computer to  type notes we used to handwrite them and  we're still using again fax machines to  communicate a lot of our information  across healthcare systems and so how do  we get out of our mode of you know  number two pencils and filling out  forums how do we get out of our old  mindsets of going to the waiting room  and waiting on average of 67 minutes for  a usual visit here in the US or where  there are more Naples or Calcutta the 
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 ways we've still practice health and  medicine are based in old silos old ways  of thinking and our opportunity in terms  of re-imagination is to break out of  those silos not thinking about health  zees by a bucket of body parts you know  we're now in the genomics age just to  rethink and reimagine across the  spectrum and part of that is mindset you  know we don't we practice health care  today we practice sick care what do I  mean by sick here we're all sick care  model it's based on our very  intermittent episodic data when you go  see your doctor and you get your EKG or  labs maybe you have had high blood  pressure and you're scribbling your  blood pressure and faxing it or email  again in to your doctor or nurse where  they want to see it or not so  intermittent episodic data leads to are  very reactive secure system we tend to  wait for the patient show up with a  heart attack or a stroke or in my world  of oncology often late stage cancers and  our potential with a lot of the  technologies from DARPA nets Internet's  Internet of Things and beyond is to  become much more continuous than for  information much more proactive  personalized and to bring care anytime  anywhere arguably it even lower cost and 
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 not just to think about moving the  needle on disease but to think about  optimizing our our health and wellness  many of us want to live long healthy  lives it's not just about gears its its  health span and I come from California a  lot of people living interesting living  forever which is very long time we're  seeing a whole new industry grew up  wrong longevity maybe even reversing the  biologic clock the bottom line I think  we really have the opportunity to change  things up while we spend the most per  capita in the US for healthcare we're  doing much worse than many other  countries in terms of outcomes so we  really do need to reimagine health and  medicine across the spectrum so I'm  gonna kind of cover four big buckets  quickly and I know I'm gonna talk fast  I'll give you a phone number to text at  the very end to get a copy of my slides  but I want to cover where are we with  health and prevention staying healthy  how do we use new forms of data to be  more engaged what's the future of  diagnosis how do we pick up disease  early rather than late therapy how can  it be much more personalized and let's  toss toxic toxic and how can we use all  our shared knowledge and the hive mind 
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 to all contribute to discovery that's a  bit of art what we're going to cover so  the future medicine it's a bit in the  zeitgeist this is the cover of National  Geographic last year I had the honour of  reading the opening article and they  kind of retitled it on me I wasn't about  twelve innovations but it was about how  all these innovations are coming  together how we can connect the dots to  reshape healthcare across that  healthcare paradigm and  these technologies are moving very  quickly some of them are moving  exponentially you already heard  mentioned Moore's law the power of  computing that's embedded in our  supercomputers in our pocket and even  found recently my iPhone  - it's actually antique ten years old it  still works ten years ago this is  amazing now it feels you know slow and  clunky compared to my iPhone eleven in  ten years my iPhone 11 may be embedded  in my contact lenses and feel slow so  all these technologies that most of us  grew up on in this exponential age of  now you know dissolved into apps you  don't buy a video camera or even a  flashlight anymore or a map or GPS  they've all become appetize and  digitized and have obviously  democratized how and who can get  information and access almost anywhere 
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 and so leveraging these exponential  technologies we can really reshape  things in the near term in the next five  years in the next decade incredible  opportunity now a lot of the technology  that's now available through our  imaginal smart devices is enabling the  consumer each of us to have more  transparent so you can compare one  hospital down the street to another  there's vitals calm a Yelp to compare  doctors good rx to compare pharmacy  prices if you're about to have a total  knee replacement you can go to a  surgical scorecard and look at  individual surgeons in their  complication rates so new ways to gain  insights and have power of  consumerization all of again again this  is leveraging on our medicalized  smartphones these technologies have the  ability to connect not just video but  new sensing they're being integrated in  surprising ways for example last summer  published the ability to use the  microphone and the speaker and a little  piece of paper to look in your child's  ear and determine if they have an ear  infection and what kind so on this  exponential trend what used to fit on a  desktop of 2000 F it's in your Apple  watch and your SmartWatch is now 
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 becoming you know FDA cleared diagnostic  devices to pick up things like atrial  fibrillation and of course beyond  Moore's law we're moving to quantum  computing which is gonna play a role in  drug discovery and many other elements  so things are accelerating and they're  starting to ride you know 5g a hundred  times the speed of 4G connecting our  Internet of the body Internet of our  medical things don't they connect the  dots in more powerful ways now part of  the challenge and opportunities for  creating exponential amounts of data as  well which is often very siloed and  stuck on your phone or medical records  that don't talk to each other so we  might be able to create new knowledge  but the challenge in this age is to to  close the gap between the data to  knowledge to information and there's  still many misaligned incentives and  making that happen now technology of  course is great but I think most of us  realize it we need to really understand  the incentives as well if we're gonna  move things forward because the  incentives today are on the sick care  side of the equation age percent of our  healthcare dollars spent on already  patients however advanced often chronic 
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 disease as opposed to prevention and  health and wellness and we're starting  to see those shifts particularly as we  change how we pay for medicine this idea  of value-based care  paying for you know outcomes as a new  incomes and we're lucky to have here  later from the founder of others  thinking Michael Porter about  value-based thinking as well so how do  you think about technology and sentence  to come together is important but we can  also sometimes incentivize well-meaning  ly the wrong things about 20 years ago  pain was v final science of hospitals  doctors health care systems were  incentivized to some us over prescribe  pain medicines and that contributed to  the opioid epidemic so be careful what  you incentivize as well  now the incentives are clean shifting to  change where healthcare happens from the  hospital to the home to our phone to  even inside our bodies to the corner  pharmacies which are battling it out to  become your primary care provider and  sometimes even virtually and you know  CVS is here they're reimagining the the  clinic is a the the pharmacy is a place  to get your care in very interesting  ways Walmart as well as opening up 
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 Walmart health centers and a couple  centers please we're gonna see how and  where care happens shift dramatically  and a lot of this is sort of being  enabled by this idea of connected or  mobile or digital health those are all  buzzwords I think we'll just call it  health but we have the ability to  connect some of our new information and  data in real-time to provide new data  sources that can be individualized and  provide each of us and our patients and  our health care systems to sort of a  path I and make sense of some of this in  an integrated mobile and hopefully hyper  intelligent way and it's not just about  you know digital and mobile it's a lot  of fields are moving quickly AI robotics  3d printing nanotech personal genomics  all converging super converging which  enable us is to address many of the  challenges we have across the planet in  healthcare from rising costs in aging  population you know  access to care many parts of rural  California rural Florida don't have  enough specialists or nurses so no  matter what happens to Obamacare or  Trump care which is really no care or  Putin care depending your politics you 
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 know we have a challenge of getting care  and access to folks who need them we  have lots of data but it's often siloed  it isn't actionable and we also have a  challenge with our regulatory bodies the  F for the FDA how do they think  exponentially and our payers who have  the hammer on paying for new innovations  as well so lots of grand challenges but  lots of opportunity and a lot of that is  not about high tech I mean most of our  outcomes are really based on our social  determinants our genetic code is less  important than our zip code in terms of  health outcomes we just heard an amazing  talk about the you know the importance  of water and clean water and globalizing  that that's part of our key social  determines vaccination healthy food so  we need to pay attention to those you  know key elements of Maslow's hierarchy  of course we have some new basis  elements today in our technological role  that really drive us most importantly of  course if someone can cure battery life  that's our most important needs so all  right so reimagine is coming I come from  Silicon Valley what we think we're the  home of innovation you know and think  about companies like uber they're only 
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 10 11 years old they did in their  exponential companies they didn't invent  the smart phone GPS online maps on my  payments they they connected the dots to  solve transportation and of course  everyone wants to over eyes everything  here's a fun one from Japan a human uber  development Japan provides a way to  attend events remotely using another  person's body it's surprisingly natural  says it's better so next time you come  to this conference send your human  oeuvre and then even over themselves is  getting it health care to bring vaccines  to folks who have difficulty getting to  the clinic or the pharmacy we're seeing  the ubers ation of drug delivery and  pressing a button their doctor a nurse  coming to your home so all these things  are coming together in interesting ways  then big players Google Amazon Facebook  all getting into health care getting  into the pharmacy space soon you'll have  your drug drugs literally delivered by  by drone and so Amazon health prime I  think is on its way and in fact just  last week the first Amazon care clinic  opened up in Seattle for its employees  so lots of shifts and new players coming  into the space so disruptive change is  coming our friends at Pharma Farmageddon 
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 and will no longer be one-size-fits-all  pills which  the change in how we interact with our  payer right make it more intricate  interesting and engaging for your health  information many fields and many of you  been involved in building some  incredible companies and technologies  have changed the world and no one wants  to be the next Kodak or a blockbuster  you know Kodak actually invented digital  photography but didn't pay attention to  the exponential rise in in digital  photography and and they went bust so  you want to be the disruptor not to  disrupt do you basically want to be you  burying yourself before you get code act  as a summary okay so and sometimes  technologies aren't quite where they are  yet but don't don't rise that was an  undo by airport I saw this self tracking  suitcase it actually bumped into a few  things a little clergy so things just  because I don't feel perfect doesn't  mean one or two more clicks and Moore's  Law might mean they're not magical so  don't be despaired by the not perfect  technology so how am I is a physician  scientist  talking about the future healthcare well  since it started ten eleven years ago  I've been the chair of medicine at  something called singularity University  co-founded by Ray Kurzweil and Peter 
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 Diamandis and we look at how to  understand exponential technologies to  aggress tranch Alan Grand Challenges  including those in healthcare and  because healthcare is such a team sport  but often so siloed I started a program  ten years ago called exponential  medicine we made every fall and Randy  came to it last November when we bring  folks from 44 countries together and we  look at what's the convergence of these  technologies how do we cross fertilize  and share lessons and sometimes the  lesson is not about anything new but how  do we get out of our old mindsets the  difficulty lies not in the new ideas but  in escaping from the old ones so lots of  opportunity to change even bringing the  FDA to understand software as a medical  device and accelerate pathways there so  hopefully some of you might want to join  us this fall and experiments okay let's  look at these areas quickly let's talk  with health and prevention how do we  stay healthy you know our genes are  important but our behavior is  particularly our behaviors over many  years that drive most of our health care  costs and it's only been about 1011  years since we're both let's start to  measure our behaviors Fitbit only  launched in late 2009 how many of you  were wearing a some sort of wearable  tracker right now all right about a  third of you I'm wearing like five 
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 versions right now you know and these  are becoming ubiquitous and more and  more powerful they can be used simple  ways someone who might have had a hip  surgery or knee surgery when they go  home you can see are they walking more  or walking less simple small data and  we're moving from an era of quantified  software that data  lives on your phone too quantified  health we're start to connect to your  health care system for optimizing your  wellness to do early diagnostics in to  manage disease so you all know the scale  now we're seeing the shape scale whether  you want to or not you can I just get  your weight but your shape how much your  muscle mass is how much your fat mass is  that might be part of your medical  records so quantifying that blood  pressure can now be done on a watch band  and we're seeing new ways to do that  with cuff las' radar based ones this one  was just FDA approved so we'll see the  ability to measure hypertension 24/7 in  really interesting ways so new new forms  of collecting data anytime anywhere and  we're going beyond wearables the idea  that there's inside of those contact  lenses it can have sensors in them all  the way to chips underneath your skin  that will start centering you know 24/7 
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 data it starts of course with the  military and that and the darpur world  for soldiers but will start managing  patients with chronic disease with  subcutaneous skin sensors we go to the  idea of trainable right it's good it's  one thing to get information but if we  in our smartphone era and we all have a  smartphone neck we can have our own  digital mother a little sensor you put  on your back and it senses your posture  and basically get my clicker to work  here it basically will sense your  posture and if you're hunched over for  too long it will give you a little nudge  so it's the idea of a little feedback  loop that can give you a tingle and  retrain your physiology so trainable z'  shockable z' you might need some more  impetus he Robles hearing aids and other  elements that can detect vital signs  ringa bowls that can track your sleep  sleep is such such an important  important point of health and where we  can measure that anyways and maybe even  modulate that in workplaces so nothing  else pay attention to your sleep data  breath bubbles the idea that now we can  breathe into small devices and not just  check the quality of breath before you  going on a social engagement but the  molecules that might be early signs of 
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 let's say lung cancer or other  challenges soccer balls to detect  problems in the feet of diabetics  under wearable is my favorite I won't  show you the one I'm wearing but these  sensors have gotten so small and cheap  now and now that we're getting paid for  remote patient monitoring you can have  this little sensor that tracks your  breath and your heart rate and  physicians and health care systems can  be paid for finding signs of bronchitis  or COPD or problems it would put someone  back in a hospital or I'm wearing a belt  I got into South Korea that doesn't just  track my steps but my likelihood of  maybe having a fall  maybe the next generation might be a  protectable if someone has a risk of  fall maybe maybe they want to wear  something like this a bit too far on the  spectrum but you get the idea so there's  a wearable now for almost everything and  we can start to quantify almost  everything our food right we can start  to measure peanut allergies peanuts  calories I've got a device that will let  you sort of hack your metabolism it  tells you are you in ketogenic state or  burning carbohydrates you can measure  input you can measure output lots of  data there  Regina mentioned diets right diets are  becoming more personalized food as 
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 medicine Epocrates at food food be thy  medicine we can now start to integrate  our microbiome our gene among other  information to really truly personalize  our diet system to match you not just  everybody else and beyond wearables  we're now this idea of insight Abel's  you know our cameras now can pick up  vital signs of a child in a crib or your  or your own blood pressure and heart  rate just from the from the camera on  your on your smartphone so really  interesting new abilities to collect  this data anytime anywhere if you're  thinking about Aging in Place the idea  that your camera you know there's  privacy issues here but of course now  cameras yeah I can pick up behaviors or  someone up and drinking are they dressed  that could be useful for for keeping  folks out of nursing facilities and even  our voice can be used to pick up signs  of cardiac disease or Wi-Fi has been  modified by MIT engineers to pick up the  bottle signs of 10 or more people in the  same room so we're really entering an  era where we're gonna be able to pick up  our vitals our digital exhaust our  digital 24/7 what are the implications  of that both good and bad I mean some  insurance companies now are paying 
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 people or lowering premiums if you're  hitting your 10,000 steps so you're many  entrepreneurs here if you're thinking  about new business opportunities you  know people pay me to put steps in the  fitbit's they'll be an opportunity there  for sure so all this big data right it's  already overwhelming what is it doc just  as I thought you're generating too much  data your physician does not want more  data about you they're already being  burnt out by a horrible medical record  systems that you need to integrate this  into their workflow so it's smart and  seamless and not adding burdens we need  to understand where this digital exhaust  means Google or verily is now doing the  baseline project looking at the the  digital disaster and data from thousands  of volunteers so we can make sense of  that so we can sort of build like a FICO  score for your health that integrates  individual information from multiple  sources and just like your modern car as  it  can't even light imagine you have your  own personalized check engine light that  can make sense of your own data and  integrate that over time and maybe your  wearables will start to pick up the flu  or coronavirus remotely I had a cold a  couple weeks ago I could see my resting  heart rate go up for example so lots of  new examples of how everything from 
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 Apple watch and the sensors in our homes  will start to give us proactive early  warning now it's great to have all this  data but we know behavior changes heart  we know you exercise more and eat less  sometimes we need coaches virtual  coaches AI coaches Google's building a  coaching platform as you become more  engaged in your own health in this  information and can work with virtual  real coaches you can be much more  empowered and that's not one size fits  all we need to design thinking you know  how a baby-boomer interacts with health  for information versus a millennial is  very very different so we need to design  these to match the individual the age  and the culture and sometimes that means  some of us will be comfortable talking  to an AI avatar that feels very very  look could look like Einstein or your  mother been so you might respond to  voice is becoming an important platform  you're talking to alexa alexa remind me  of my medication Alexa help I fall and I  can't get back up lots of apps being  built on voice you don't need to be a  tech savvy consumer to interact with  that kind of technology it's coming into  listening to our doctor business and  writing the notes for the clinicians and 
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 so we'll enter an era where we're able  to have our coach in the mirror in the  warning and might give us show us you of  today or you have tomorrow off your  smoke or you spend too much time on  social media so new ways of lending  information to empower change and of  course we're gonna start augmenting our  environment you know I've got my 10 year  old Google glass here or sorry six year  old these were pretty amazing six years  ago and they haven't been a great  consumer hit but have tons of  applications now for the surgeon or the  doctor to pull information and see  augmented medical information or if  you're having a surgery to have your own  biology or Anatomy shown to the  clinician to an able a faster better  procedure or for kids to learn about  their own Anatomy using augmented  reality here's my my son Leo he knows  there's an Adam at age 3 from wearing  the sort of AR shirt so we're gonna see  all sorts of new ways to blend this  information into our environment with  things like magic leap or from the world  of aviation I've said I'm a pilot a  flight surgeon in the Air National Guard  we use technologies like the heads-up  display to give you data if  you're flying you're in a combat you're  about to hit a mountain the plane will 
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 talk to you oh that will wake you up  imagine sorry about that if we applied  that technology to your health you might  see your breakfast in one way with your  augmented reality see it in another way  and then give you a little nudge right  so all those things are coming together  speaking of fly I'm really excited to  see my friend Richard browning who's  gonna show us jet suit off I got to  actually as a pilot try that out a few  months ago it's a little harder than it  works looks I did it I was able to get  off the ground they're a little bit  tethered so you can see it's it's not  impossible to do that sort of thing it's  pretty amazing that I also could show  you how not to do it as well  here's my sort of James Bond  impersonation and we'll get to see  Richard Nick so don't try this at home  quite yet virtual reality how many of  you tried virtual reality it's really  amazing to ride your first roller  coaster it feels real but VR is now  being used for getting in shape or for  folks with pain to go in cold  environments and throw snowballs for  therapy or for physical therapy to make  it much more engaging and much more fun 
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 or if you're in a hospital or stuck in a  procedure room you could be literally at  the beach so it can lower stress level  so icing VR and AR play a pretty amazing  role and surgeons now are yet leveraging  that to train for procedures instead of  practicing on you thinking like us like  an airline pilot go into a flight  simulator and basically practice and  simulate so instead of see one do one  teach one at sea one sim one sim one  we're gonna sort of build these maps to  enable clinicians to the future like  driver assist to a physician assist and  the robots will take over more and more  of that moving forward so that's gonna  be interesting blend moving okay let's  switch gears to Diagnostics really  quickly lots is happening in terms of  where and how we can do Diagnostics we  can now look at our brains and  interesting ways folks who might be at  risk of dementia we might pick up signs  of early dementia 10 or 20 years before  normal symptoms and maybe apply new  drugs that can be reverse and stop  disease like a statin for the brain  moving forward I've had my brain scanned  we can understand our physiology and  then again be much more proactive if we  can get the sort of information and 
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 these scanners are getting smaller and  cheaper and this is a more portable one  that was just fda-approved and you may  be going to your corner pharmacy in the  next day can get in getting scanned  your clinician are you can be much more  empowered to have your own sort of  digital diagnostic tools from  telemedicine platform so you're just  talking to a clinician but you can also  have them look at your ears and nose and  listen to your heart there's now  stethoscopes that are built that have AI  built into them so they can up skill  anyone to be as good at listening to  heart sounds as a highly trained  cardiologist we're seeing AI powered  ultrasounds for $2000 that can now bring  in democratize diagnostics almost  anywhere anytime so they blend of these  technologies applied in the right way  can really apply to global health and  bring better care anytime anywhere my  clicker is really technology is not  working here on the clicker side maybe  the battery's low okay then of course  you can do Diagnostics on your  smartphone picking up atrial  fibrillation and communicating that to  your clinician I'm just in the beginning  days of that they're now FDA patches  that you can wear that will stream your 
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 attire intensive care unit level of  Vital Signs 24/7 or laboratories on a  chip that can replace what require you  know a team of laboratory can be done  our smartphone or even using your camera  as a diagnostic this is my favorite you  know smartphone selfie you might have  signs of a urinary tract infection you  simply dip the urine in the dipstick and  take a picture with your smartphone  camera and the urinalysis is done right  away so we have sort of real-time  information and your antibiotic is  delivered by drone so tons of potential  there and then there's genomics and  other information I'm running long time  so gonna skip forward a little bit here  apologize real time to where we are with  therapy there's a lot of interesting  therapies coming down the pike and I'm  just gonna cover a couple of them  quickly in the last minute or so  everything from you know gene editing  which is really moved from discovery 10  or 10 years ago or less than now to  actually curing diseases like sickle  cell disease we're in the era of now of  virtualize minus-- and telemedicine so  you won't go with the see your doctor  before you talk to the app in some cases  these apps are changing how and where 
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 we'll do asynchronous care and shine  there's 250 million patients now using  these mobile apps to get their care  folks who didn't have almost any access  to care we'll be doing increasing  telehealth until a teleradiology did you  suitable is prescribing you an app  instead of just a drug and there's so  many of these technologies I've just  launched a website called digital health  where you can find and your clinicians  can find the technologies that match you  so check out digital that he'll finally  algis one last example is 3d printing  another technology that's moving quickly  we might be able to 3d print an organ in  the future I think that's gonna be a bit  unnecessary because we can now take our  gene editing our CRISPR and humanize a  pig and you may not want to be stating  on the waiting list for an organ it may  not be kosher but you will take that  humanized xenograph  organ from the pig and that's when we  get into clinical trials pretty soon the  last example I'll give is the many of us  are familiar with a dia polypharmacy we  have a whole pile of medications to take  we're cutting them half of the pill  cutter we're using this advanced  technology to track them so I've been  developing a technology to personalize  your drugs to pick the right drugs that 
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 that match you so you could literally 3d  print a medicine with your name on it  with your drugs and doses that match  what you might need and eventually you  might even print that medication in your  home every day - every day based on your  data so it's a new platform called in  telemedicine you can see my last TED  talk for more on that but the idea is  you'll be able to take your data modify  and print and take that going forward so  new ways to integrate all this  exponential data to really provide  personalized precision medicine and  finally the last minute all this new  technology needs new forms to bring it  together artificial intelligence AI or I  am telling just augmentation is gonna  help us do new discoveries discovering  new drugs helping each of us in our  collisions make sense of this data we  can all now contribute to clinical  trials integrating what used to take  going to a clinic to something you can  wear on your wrist or mobilize for your  phone you can all download a clinical  trial today and become be part of that  so I think part of the future of health  and medicine is going to be shifting a  world just as much as Google Maps and  ways have changed how we drive we all  donate some data our speed and location 
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 we build a map of our traffic what if we  could all contribute to a healthcare map  around the planet and think of ourselves  not just as organ and blood donors but  as data donors going forward and while  we want to keep our information private  and secure we should have the  optimization and write to share our data  it might be from our social network it  might be how we're feeling today and in  the era of pandemics you may give us a  clue before you meet somebody based on  all that synthesis about I think Randy's  okay about who and where we should meet  so the future of medicine I think is  bright if we think exponentially we  think convergently how do we put these  technologies together in new ways we  want to imagine or reimagine new  solutions not just with technologies of  20 Tony Dippet but to skate to where the  puck is going to be like Wayne Gretzky  says and the puck is moving faster and  faster so I encourage all of us to not  just take you know linear steps but  start to take exponential ones the  futures already here it's just not  evenly distributed it's partly my  pockets and we all have the opportunity  not to just predict the future but  boldly create the future of health care  together so with that thank you for your 
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 time and attention and go create the  future cheers Thank You Daniel fantastic  really appreciate it 




 
  
  
  
  
  
  
  
  
  
 