Medicines future Theres an app for that Daniel Kraft

a couple of years ago when I was

attending the TED conference in Long

Beach I met Harriet now we’d actually

met online before you know not the way

you’re thinking we were actually

introduced because we both knew Linda av

one of the founders of the first online

personal genomic companies and because

we shared our genetic information with

Linda she could see that Harriet and I

shared a very rare type of mitochondrial

DNA haplotype K 1 a 1 B 1 a which meant

that we were distantly related we

actually shared the same genealogy with

Ozzie the iceman so Ozzie Harriet and me

and being the current day of course we

start our own Facebook group you’re all

welcome to join and when I met Harriet

and person the next year at the TED

conference she’d gone online and ordered

our own happy haplotype t-shirts

now why am I telling you this story what

does this have to do with the future of

health well the way I met Harriet is

actually an example of how leveraging

cross-disciplinary exponentially growing

technologies is affecting our future of

health and wellness from low cost gene

analysis to the ability to do powerful

bioinformatics to the connection of the

internet and social networking what I

like to talk about today is

understanding these exponential

technologies you know we often think

linearly but if you think about it if

you have a lily pad and it just divided

every single day 2 4 8 16 15 days of

32,000 what do you think you have in a

month or at a billion so if we start to

think exponentially we can see how this

is starting to affect all the

technologies around us and many of these

technologies speaking as a physician and

innovator we can really start to

leverage to impact the future of our own

health and of healthcare and to address

many of the major challenges that we

have in healthcare today ranging from

the really exponential costs to the

aging population the way we really don’t

use information very well today the

fragmentation of care and often the very

difficult course of adoption of

innovation and one of the major things

we can do we’ve talked a bit about here

today is moving the curve to the left we

spend most of our money on the last 20%

of life what if we get spend and

incentivize physicians and healthcare

system in our own self to move the curve

to left improve our health leveraging

technology as well

now my favorite technology example of

exponential technology we all have in

our pocket so if you just think about it

these are really dramatically improving

I mean this is the iPhone 4

imagine what the iPhone 8 will be able

to do now I’ve gained some insight into

this I’ve been the track chair for the

medicine portion of a new institution

called singularity University based in

Silicon Valley and we bring together

each summer about 100 very talented

students from around the world and we

look at these exponential technologies

from medicine biotech artificial

intelligence robotics nanotechnology

space and address how could cross train

and leverage these to impact major unmet

goals we also have seven-day executive

programs and coming up next month is

actually future mat a program to help

cross train and leverage technologies

into medicine now I mentioned the phone

these mobile phones have over I think

20,000 different mobile apps available

to the point where there’s one out of

the UK where you can pee in a little

chip connect it to your iPhone and check

yourself for an STD and

I try that yet but that’s available

there other sorts of applications

merging your phone and diagnostics for

example measuring your blood glucose on

your iPhone and sending that Prudential

e to your physician so they can better

understand and you can better understand

your blood sugars as a diabetic so let’s

see now how exponential technologies are

taking healthcare let’s start with

faster well it’s no secret that

computers through Moore’s law are

speeding up faster and faster we have

the ability to do more powerful things

with them they’re really approaching in

many cases surpassing the ability of the

human mind but what I think

computational speed is most applicable

is that of imaging the ability now to

look inside the body in real time with

very high resolution is really becoming

incredible we’re layering multiple

technologies PET scan CT scans and

molecular diagnostics to find and seek

things at different levels here you’re

going to see the very highest resolution

MRI scan done to date reconstructed of

Bartho - the curator of TEDMED and now

we can see inside of the brain at a

resolution and ability that was never

before available and essentially learn

how to reconstruct and maybe even

re-engineer or backwards engineer the

brain so we can better understand

pathology disease and therapy we can

look at side with real-time fMRI in the

brain at real-time and by understanding

these sorts of processes in these

connections we’re going to understand

the effects of medication or meditation

and better personalize and make

effective for example psychoactive drugs

the scanners for these are getting

smaller and less expensive and more

portable and this sort of data explosion

available from these is really almost

becoming a challenge the scan of today

takes up about 800 books or 20 gigabytes

the scan of just in a couple years will

be one terabyte or 800,000 books how do

we leverage the information let’s get

personal I won’t ask you here’s how to

colonoscopy but if you’re over age 50

it’s time for your screening colonoscopy

how would you like to avoid the pointy

end of the stick well now there’s

essentially virtual colonoscopy compare

those two pictures and now as the

radiologist you can Sochi fly through

your patients calling and augmenting

that with artificial intelligence

identify potential as you see here a

lesion that we might have missed it but

using AI on top of radiology we can find

lesions that were missed before and

maybe this will encourage people to get

colonoscopies that wouldn’t have

otherwise and this is an example this

paradigm shift we’re moving to this

integration of biomedicine information

technology wireless and I would say

mobile now

this era of digital medicine so even my

stethoscope is now digital and of course

there’s an app for that we’re moving

obviously to the era of the tricorder

so the handheld ultrasound is facially

surpassing and supplanting the

stethoscope these are now at a price

point of what used to be a hundred

thousand euros or a couple hundred

thousand dollars for about five thousand

dollars I can have the power with very

powerful diagnostic device in my hand

and merging this now with the advent of

electronic medical records in the United

States we’re still less than 20%

electronic here in the Netherlands I

think it’s more than 80% but now that

we’re switching to merging medical data

making it available electronically we

can crowdsource that information and now

as a physician I can access my patients

data from wherever I am just through my

mobile device

and now of course we’re in the era of

the iPad even the iPad 2 and just last

month the first fda-approved application

was approved to allow radiologists to do

actual reading on these sorts of devices

so certainly the physicians of the day

including myself are completely reliable

on these devices and as you saw just

about a month ago Watson from IBM beat

the two champions in jeopardy so I want

you to imagine we’re in a couple years

we start to apply this cloud-based

information well we really have the AI

physician and leverage our own brains

and connectivity to make decisions and

diagnostics at a level never done RT

today you don’t need to go to visit your

physician in many cases only about 20%

of actual visits you need to lay hands

on the patient we’re now in the era of

virtual visits from sort of the Skype

type visits you can do with American

well to Cisco that’s developed a very

complex health presence system the

ability to interact with your healthcare

provider is different and these are on

being augmented even by our devices

again today here my friend Jessica sent

me a picture of her head laceration so I

can save her a trip to the emergency

room I can do some Diagnostics in that

way or might we be able to leverage

today’s gaming technology like the

Microsoft Kinect and hack that to enable

let’s say Diagnostics for example in

diagnosing stroke using simple motion

detection using $100 devices we can

actually now visit our patients

robotically this is the rp7 if I’m a

hematologist visit another clinic for

visit a hospital these are being

augmented by a whole suite of tools

actually in the home now

so imagine we already have wireless

scales you can step on the scale you can

tweet your way to your friends and they

can keep you in line we out wireless

blood pressure cuffs a whole gamut of

these technologies are being put

together so instead of wearing these

glue G devices we can put on a simple

this is developed by colleagues at

Stanford called the eye rhythm

completely supplants the prior

technology and a much lower price point

with much more effective ‘ti now we’re

also in the ear today of quantified self

consumers now can buy basically

hundred-dollar devices like this little

Fitbit I can measure my steps my caloric

outtake I can get insight to that on a

daily basis I can share that with my

friends with my physician

there’s watches coming now that I’ll

measure your heart rate Zeo sleep

monitors all suite of tools that can

able get a leverage and have insight

into your own health and if we start to

integrate this information we’re going

to know better what to do with it and

how better to have insight into our own

pathologies health and wellness

there’s even mirrors today I can pick up

your pulse rate and I would argue in the

future we’ll have wearable devices in

our clothes modern in ourselves 24/7 and

just like we have the OnStar system in

cars your red light might go on and once

a check engine light it’s going to be

check your body light and go in and get

and take care of and probably in a few

years we’ll check in to your mirror and

it’s going to be diagnosing you okay for

those of you with with kiddos at home

how would you like to have the the

wireless diaper that sir supports here

too much information I think that you

might need but it’s it’s gonna be here

now we’ve heard a lot today about

technology and connection and I think

actually some of these technologies will

enable us to be more connected with our

patients and take more time and actually

do the important human touch elements of

Medicine as augmented by these sorts of

technologies now we talk about

augmenting the patient to some degree

how about augmenting the physician we’re

now near super labeling the surgeon who

can now go inside the body and do things

with robotic surgery which is here today

at a level that was not really possible

even five years ago and now this has

been automated further layers of

technology like augmented reality so the

surgeon can see inside the patient

through their lens where the tumor is

where the blood vessels are this can be

integrated with decision support a

surgeon in New York and be helping a

surgeon in Amsterdam for example and

we’re entering era a really truly

scarless surgery called notes where the

endoscope robotic endoscope can come out

the stomach and pull out that

gallbladder all on a scarless wedding

and robotically and this is called notes

and this is coming basically scarless

surgery is mediated by robotic surgery

now how about controlling other elements

for those who have disabilities

the paraplegic there’s the ear of brain

computer interface or BCI where chips

have been put on the motor cortex of

completely quadriplegic patients and

they can control a cursor or a

wheelchair or initially a robotic arm

and these devices are getting smaller

and going into more and more of these

patients still in clinical trials but

imagine when we can connect these for

example to the amazing bionic limb such

as those of the DECA arm

built by Dean Kaman and colleagues which

has 17 degrees of motion and freedom and

can allow the person who’s lost a limb

to have much higher levels of dexterity

or control than they’ve had in the past

so we’re really entering the era of

wearable robotics actually if you

haven’t lost a limb you’ve had a stroke

for example you can wear these augmented

lambs or if you’re a paraplegic like I

visited the folks at Brooklyn bionics

they’ve developed a legs I took this

video last week here’s a paraplegic

patient actually walking by strapping on

these exoskeletons these otherwise

complete world’s you’re bound and now

this is the early era of wearable

robotics and I think by leveraging these

sorts of technologies we’re going to

change the definition of disability to

in some cases be super ability or super

enabling this is Aimee Mullins who lost

her lower limbs as a young child and

Hugh her who is a professor at MIT who

lost his limbs in a climbing accident

and now both of these can climb better

move faster swim differently with their

prosthetics than us normal abled persons

now how about other Exponential’s

consider the obesity trend is

exponentially going in the wrong

direction including with huge costs but

the trend in medicine actually is to get

exponentially smaller so a few examples

we’re now in the era of Fantastic Voyage

the eye pill you can swallow this

completely integrated device it can take

pictures of your GI system help diagnose

and treat as it moves through your GI

tract we need to even smaller micro

robots that will eventually autonomously

move through your system again and be

able to do things that surgeons can’t do

in much less invasive manner sometimes

it might have self-assemble in your GI

system and be augmented that reality on

the cardiac side pacemakers are getting

small are much easier to place so you

don’t need to train an interventional

cardiologist to place them and they’re

going to be wirelessly to limit it again

to your mobile devices so you can go

places and be monitored remotely these

are shrinking even further here’s one

that’s in prototyping by Medtronic

that’s smaller than a penny artificial

retinas the ability to put these arrays

on the back of the eyeball and allow the

blind to see again in early trials but

moving into the future these are going

to be gained changing or for those of us

who are sighted how about having the

assisted living contact lens Bluetooth

Wi-Fi available beams back images to

your eye now if you have trouble

maintaining your diet it might help to

have some extra imagery to remind you

how many calories are going to be coming

at you

how about enabling the pathologist to

use their cellphone again to see at a

microscopic level and tell ember that

data back to the cloud and make better

diagnostics in fact the whole era of

laboratory medicine is completely

changing we can now leveraging micro

fluidics like this chip made by Steve

quake at Stanford micro fluidics can

replace an entire lab of technicians and

put it on a chip enable thousands of

tests to be done at the point-of-care

anywhere in the world and this is really

going to leverage technology to the

rural and the underserved and unable

what used to be thousand-dollar tests to

be done at pennies and at the

point-of-care if we go down the small

pathway a little bit further we’re

learning the era of nano medicine the

ability to make devices super small to

the point where we can design red blood

cells or micro robots that will monitor

our blood system or immune system or

even those that might even clear out the

class from our arteries now how about

exponentially cheaper not something we

usually think about in the era of

medicine

that hard just used to be $3,400 for 10

megabytes expletive cheaper in genomics

now the genome cost about a billion

dollars about ten years ago when the

first one came out we’re now approaching

essentially a thousand dollar genome

probably next year in two years about a

hundred dollar genome what are we going

to do with hundred dollar genomes and

soon we’ll have millions of these tests

available and that’s when it gets

interesting when we start to crowdsource

that information and we enter the era of

true personalized medicine the right

drug for the right person at the right

time instead of what we’re doing today

which is essentially the same drug for

everybody so two blockbuster drug

medications many cases which don’t work

for you the individual and many many

different companies are working on on

leveraging these approaches and I’ll

just show you a simple example from 20

through me again

my data indicates that I’ve got by

average risk for developing macular

degeneration two kind of blindness but

if I take that same data upload it to

decode me I can look at my risk for

example type 2 diabetes I’m at almost

twice the risk for type 2 diabetes I

might want to watch how much dessert I

have the lunch break for example it

might change my behavior leveraging my

knowledge of my pharmacogenetics how my

genes modulate what my drugs do and what

doses I need are going to become

increasingly important and what’s in the

hands of the individual and the patient

will make better drug dosing and

selection available so again it’s not

just genes it’s multiple details our

habits our environmental exposures when

was the last time your physician asked

you where you’ve lived

geo medicine where you live what you’ve

been exposed to can dramatically affect

your health we can capture that

information so genomics proteomics the

environment all this data streaming at

us individually and as us as poor

physicians how do we manage it well

we’re now entering the era of systems

medicine or systems biology where we can

start to integrate all this information

and by looking at the patterns for

example in our blood of 10,000

biomarkers at a single test we can start

to look with these little patterns and

detect disease in a much earlier stage

and this is being called by Li hood the

father of the fear of p4 medicine we’re

going to be predictive we’re going to

know what you’re likely to have we can

be preventive that prevention can be

personalized and more importantly it’s

going to become increasingly

participatory through websites like

patients like me or managing your data

on a Microsoft Health fault or a Google

health leveraging this together in

participatory ways is going to become

increasingly important so I’ll finish up

with exponentially better we’d like to

get therapies better and more effective

now today we treat high blood pressure

mostly with pills what if we take a new

device and knock out the nerve vessels

that

me delayed blood pressure and a single

therapy basically cure hypertension this

is a new device that essentially is

doing that that should be on the market

within a year or two how about more

targeted therapies for cancer right I’m

an oncologist and I know today most of

what we give is essentially poison we’ve

learned at Stanford and other places

that we can discover it cancer stem

cells so once it seemed to be really

responsible for disease relapse so if

you think of cancer as a weed we often

can whack the weed away it seems to

shrink it often comes back so we’re

tacking the wrong target the cancer stem

cells remain and the tumor can return

months or years later we’re now learning

to identify the cancer stem cells and

identify those as targets and go for the

long term cure and we’re ending the era

of personalized oncology the ability to

leverage all this data together analyze

the tumor and come up with a real

specific cocktail for the individual

patient now I’ll close with regenerative

medicine so I’ve studied a lot about

stem cells embryonic stem cells are

particularly powerful we also have adult

stem cells throughout our body we use

those in my field of bone marrow

transplantation

Geron just last year start of the first

trial using human embryonic stem cells

to treat spinal cord injuries still a

phase one trial but evolving we’ve been

actually using adult stem cells now in

clinical trials for about 15 years to

approach a whole range of topics

particularly in treating cardiovascular

disease if we take our own bone marrow

cells and treat a patient with a heart

attack

we can see much improved heart function

and actually better survival using our

own bone marrow drive cells after a

heart attack I invented a bicycle the

marrow miner a much less invasive way

for harvesting bone marrow it’s now been

FDA approved and will hopefully be on

the market in the next year so hopefully

you can appreciate the device that are

curving through the patient’s body and

removing the bone marrow instead of with

200 punctures which is a single puncture

under local anesthesia but where stem

cell therapy really going if you think

about it every cell in your body has the

same DNA as you had when you were an

embryo we can have reprogram your skin

cells to actually act like a pluripotent

embryonic stem cell and utilize those

potentially to treat multiple organs in

that same patient making your own

personalized stem cell lines and I think

there’ll be a new era of your own stem

cell banking to you know have in the

freezer your own cardiac cells myocytes

neural cells to use them in the future

should you need them

and we’re integrating this now with a

whole year of cellular engineering and

integrating exponential technologies for

essentially 3d organ printing replacing

the ink with cells and essentially

building and

reconstructing a 3d organ that’s where

things are going to head still very

early days but I think as integration of

exponential technologies this is the

example so enclosed as you think about

technology turns on how to impact health

and medicine we’re entering an era of

miniaturization decentralization and

personalization and I think by pulling

these things together we can start to

think about how to understand and

leverage these we’re going to empower

the patient enable the doctor enhance

wellness and begin to cure the well

before they get sick because I know as a

doctor if someone comes to me with stage

one disease I’m thrilled we can often

cure them but often is too late and it’s

stage three or four cancer for example

so by leveraging these technologies

together I think we’ll enter a new era

that I like to call stage zero medicine

and as a cancer doctor I’m looking

forward to being out of a job thanks

very much

几年前,当我

参加长滩的 TED 会议时,

我遇到了 Harriet,现在我们实际上是

在网上认识的,在你不知道

你认为我们实际被

介绍的方式之前,因为我们都认识 Linda av

的创始人之一 第一家在线

个人基因组公司,因为

我们与 Linda 分享了我们的遗传信息,

她可以看到 Harriet 和我

分享了一种非常罕见的线粒体

DNA 单倍型 K 1 a 1 B 1 a 这

意味着我们是远亲,我们

实际上分享了相同的 与

冰人 Ozzie 的家谱,所以 Ozzie Harriet 和我

当然是今天,我们

开始了我们自己的 Facebook 小组,

欢迎大家加入,当我

在 TED 会议上遇到 Harriet 和人时,

她已经上网了 现在订购

我们自己的快乐单倍型 T

恤为什么我要告诉你这个故事

这与健康的未来有什么关系

我遇到 Harriet 的方式

实际上是如何利用

跨学科的一个例子 y 指数级增长的

技术正在影响我们未来的

健康和保健,从低成本基因

分析到强大的

生物信息学能力,再到

互联网和社交网络的连接,我

今天想谈论的是

了解这些指数级

技术,你知道我们经常认为

线性的,但如果你考虑一下,如果

你有一个睡莲,它只是

每天划分 2 4 8 16 15 天

32,000 你认为你

一个月或十亿有多少,所以如果我们开始以

指数方式思考,我们可以 看看这

如何开始影响

我们周围的所有

技术,作为医生和

创新者,我们可以真正开始

利用这些技术来影响我们自己的

健康和医疗保健的未来,并解决

我们面临的许多重大挑战

今天在医疗保健领域,

从真正的指数成本到

人口老龄化,我们今天真的没有很好地

使用信息的方式

碎片化

我们今天在这里谈到了一些我们可以做的主要事情

之一就是将曲线向左移动 我们

将大部分钱花在最后 20

% 如果我们自己花钱并

激励医生和医疗保健

系统向左移动曲线

会怎样

这些真的是在显着改善

我的意思是这是 iPhone 4

想象一下 iPhone 8

现在能做什么 我已经对此有了一些

了解 我一直是

一家名为奇异大学的新机构医学部分的轨道主席

硅谷,我们

每年夏天都会聚集来自世界各地的大约 100 名非常有才华的

学生,我们

从医学生物技术

人工智能机器人中研究这些指数技术 ICS 纳米技术

空间和解决如何交叉训练

和利用这些来影响主要未

实现的目标 我们还有为期 7 天的执行

计划,

下个月实际上是未来的一个计划,帮助

交叉训练和利用技术

进入医学现在我提到了电话

这些手机有超过

20,000 种不同的移动应用

程序,英国以外的地方有

一个你可以在一个小

芯片上撒尿,将它连接到你的 iPhone 并检查

自己是否有性病,

我尝试过,但

那里有 其他类型的应用程序

将您的手机和诊断相结合,

例如在您的 iPhone 上测量您的血糖

并将 Prudential

e 发送给您的医生,以便他们更好

地了解您的血糖,您可以更好地了解

您作为糖尿病患者的血糖,所以现在让我们

看看指数技术是如何发展的

采取医疗保健让我们从更快开始

计算机通过摩尔定律

加速 f 已经不是什么秘密了 越快越快,我们

有能力用它们做更强大的事情

,在

许多情况下它们正在接近超越人类思维的能力,

但我认为

计算速度最适用

的是成像现在

观察身体内部的能力 实时

、高分辨率真的变得

不可思议 我们将多种

技术分层 PET 扫描 CT 扫描和

分子诊断以查找和寻找

不同层次的事物 在这里您

将看到

迄今为止重建的最高分辨率 MRI 扫描

Bartho - TEDMED 的策展人,现在

我们可以以

前所未有的分辨率和能力看到大脑内部,并从

本质上学习

如何重建甚至

重新设计或反向设计

大脑,以便我们更好地了解

病理疾病和 我们

可以在大脑中实时查看实时功能磁共振成像,

并通过了解

这些连接中的这些过程

我们将了解

药物或冥想的效果,

并更好地个性化并使其

有效,例如精神药物

,这些扫描仪变得

更小、更便宜、更

便携,

从这些数据中获得的这种数据爆炸实际上几乎

成为一种 挑战 今天的扫描

需要大约 800 本书或 20

GB 仅在几年内扫描将

是 1 TB 或 800,000 本书

我们如何利用信息让我们变得

个性化 我不会问你这里是如何进行

结肠镜检查,但如果你 ‘已经超过 50 岁了

,是时候进行结肠镜检查

了,你想如何避免

棒的尖端现在

基本上是虚拟结肠镜检查比较

这两张照片,现在作为

放射科医师,你可以在索契

飞过你的病人打电话并

正如您在此处看到的,人工智能识别潜在的

病变,我们可能错过了它,但

在放射学之上使用人工智能,我们可以

发现以前遗漏的病灶,

也许这会鼓励人们进行

结肠镜检查,

而这是一个例子,这种

范式转变我们正在转向这种

生物医学信息

技术无线的整合,我会说

现在

这个时代是移动的 数字医学的,所以即使我的

听诊器现在也是数字的,当然

还有一个应用程序,我们

显然正在进入三录仪时代,

所以手持超声在表面上正在

超越和取代

听诊器,这些现在的价格

点是使用的

十万欧元或几

十万美元大约五千

美元

在荷兰,电子化比例超过 20% 我

认为超过 80%,但现在

我们正在转向合并医疗数据

,使其可用 我们可以通过电子方式

将这些信息众包,现在

作为一名医生,

我可以通过我的移动设备从任何地方访问我的患者数据

,当然现在我们

处于 iPad 甚至 iPad 2 的时代,而

上个月是第一个 FDA 批准的应用程序

被批准允许放射科医生

在这类设备上进行实际阅读,

因此当然

包括我自己在内的当时的医生

在这些设备上是完全可靠的,正如您在大约一个月前看到的那样,

来自 IBM 的沃森击败

了两位冠军 危险所以我想让

你想象我们在几年后

开始很好地应用这种基于云的

信息我们真的拥有人工智能

医生并利用我们自己的大脑

和连接性来做出决策和

诊断在今天你从未做过的水平

很多情况下不需要去看医生

实际就诊中只有大约 20% 需要亲自接触

患者 我们现在正处于

通过 Skype 进行虚拟就诊的时代

类型访问您可以与 American

well 一起访问 Cisco 开发了一个非常

复杂的健康存在系统

与您的医疗保健提供者互动的能力

是不同的,

即使今天再次通过我们的设备进行增强,

我的朋友 Jessica 给

我发了一张她的照片 头部裂伤,这样我

就可以省去她去急诊

室的

时间了

使用 100 美元的设备进行运动检测,我们

现在实际上可以用机器人来拜访我们的病人,

这就是 rp7,如果我是一名

血液学家,去另一家诊所去

拜访一家医院,这些现在正在家里

通过一整套工具来增强,

所以想象一下我们已经有了 无线

体重秤 你可以踩在体重秤上 你可以

发推特给你的朋友,他们

可以让你排队 我们出无线

血压计 ure 袖口 这些技术的全部范围

都被放在

一起,所以

我们可以戴上一个简单的设备,而不是戴上这些胶水 G 设备,

这是由斯坦福大学的同事开发的,

称为眼睛节律,

完全取代了先前的

技术,而且价格低

得多。 更有效 ‘ti 现在我们

也听到了量化自我的

消费者 现在基本上可以购买

像这个小 Fitbit 这样的数百美元设备

我可以测量我的步数 我的卡路里

消耗量 我可以了解

每天的情况 我可以分享 与我的

朋友和我的医生一起,

现在有手表可以

测量你的心率 Zeo 睡眠

监测器所有

能够获得杠杆作用并

洞察你自己健康状况的工具,如果我们开始

整合这些信息,我们将 会

更好地知道如何处理它以及

如何更好地了解我们自己的

病理健康和保健

今天甚至有镜子我可以获取

你的脉搏率,我会争论

未来,我们将在我们的衣服中安装可穿戴设备,

24/7 全天候运行,

就像我们在汽车中安装 OnStar 系统一样,

您的红灯可能会亮起,

一旦检查发动机灯,它就会

检查您的身体灯和 进去

并照顾好,可能在

几年后,我们会检查你的镜子,

它会诊断出你还好

,对于那些在家有孩子的人

来说,你想拥有

无线尿布吗? 先生在这里支持

太多信息,我认为您

可能需要,但

现在我们已经听到了很多关于

技术和联系的信息,我认为

实际上其中一些技术

将使我们与

患者建立更多联系并采取 更多的时间和实际

做这些技术增强的医学中重要的人情接触元素

现在我们谈论

在某种程度上增强患者

如何增强医生我们

现在接近超级标签外科医生 谁

现在可以进入体内并

通过机器人手术进行操作,这在今天

达到了甚至五年前还不可能实现的水平

,现在

已经自动化了进一步的

技术,如增强现实,因此

外科医生可以看到病人的内部

通过他们的镜头,肿瘤在

哪里,血管在哪里,这可以

与纽约外科医生的决策支持相结合

,例如帮助阿姆斯特丹的外科医生,

我们正在进入一个真正真正无

疤痕的手术时代,称为

内窥镜机器人的笔记 内窥镜可以从

胃里出来 并

在无疤痕的婚礼上通过机器人将胆囊全部拉出

这被称为

笔记 这将基本上无疤痕

手术由机器人手术介导

现在如何

为那些有残疾

的人控制其他元素 截瘫在那里 大脑

计算机接口或 BCI 的耳朵,其中芯片

已放置在

完全四肢瘫痪 p 的运动皮层上 患者,

他们可以控制光标或

轮椅,或者最初是机械臂

,这些设备变得越来越小

,并且越来越多的

患者仍在进行临床试验,但

想象一下我们何时可以将这些设备连接

到令人惊叹的仿生肢体,例如

由 Dean Kaman 及其同事制造的 DECA 手臂

具有 17 度的运动和自由度,

可以让失去肢体

的人拥有比过去更高水平的灵巧

或控制力,

所以我们真的 进入

可穿戴机器人时代实际上,如果你

没有失去肢体,你就中风

了,例如,你可以穿这些增强的

羔羊,或者如果你像我

拜访布鲁克林仿生学的人一样截瘫,

他们已经长出了一条腿 我上周拍了这个

视频 这是一个截瘫

患者实际上是通过绑在

这些外骨骼上

走路的

验证

这些技术,我们将

改变残疾的定义,

在某些情况下是超能力或超

能力,这是艾梅·穆林斯(Aimee Mullins),

她在小时候失去了下肢,

休·她是麻省理工学院的教授,

失去了他的 四肢在一次攀登事故中

,现在这两者都可以更好地爬得

更快,他们的假肢游泳速度

与我们正常的人不同

现在其他指数如何

认为肥胖趋势正

朝着错误的方向成倍增长,

包括巨大的成本,但

医学的趋势 实际上是

呈指数级变小,所以举几个例子,

我们现在正处于神奇航行的时代

眼药丸 你可以吞下这个

完全集成的设备 它可以

拍摄你的胃肠道系统的照片 在

它穿过你的胃肠

道时帮助诊断和治疗 我们 需要更小的微型

机器人,它们最终会

再次自主地穿过您的系统,并

能够做外科医生无法做的事情

有时,

它可能会在您的 GI 系统中以更少侵入性的方式进行自我组装,

并且增强

现实心脏侧起搏器越来越

小更容易放置,因此您

无需培训介入

心脏病专家来放置它们

将通过无线方式再次将其限制

在您的移动设备上,这样您就可以去各个

地方并被远程监控这些

正在进一步缩小 这

是美敦力

正在制作的原型,它比一分钱的人造

视网膜还小 能够将这些阵列

放在 眼球后部,让

盲人在早期试验中再次看到,但

进入未来,这些

将得到改变,或者对于我们

这些有视力的人来说,拥有

辅助生活隐形眼镜蓝牙

Wi-Fi 可用光束返回图像

现在,如果您在维持饮食方面遇到困难

,那么

有一些额外的图像

可能会帮助您提醒您将有多少

卡路里 关于让病理学家

再次使用他们的手机在

微观层面上看到并告诉 ember 将

数据传回云端并做出更好的

诊断事实上整个

实验室医学时代正在彻底

改变我们现在可以利用

这种芯片制造的微流体 作者:Steve

quake at Stanford 微流体可以

取代整个实验室的技术人员,

并将其放在芯片上,

从而可以在世界任何地方的医疗点进行数千次测试

,这确实

将技术应用于

农村和 服务不足且无法

在几美分和医疗点进行过去需要数千美元的测试

如果我们沿着这条

小路走得更远一点,我们正在

学习纳米医学时代

制造设备的能力 超级小

到我们可以设计

红细胞或微型机器人来监测

我们的血液系统或免疫系统,

甚至那些现在甚至可以

从我们的动脉中清除类的东西 大约

成倍地便宜,这不是我们

在医学时代通常想到的

东西,过去很难,10

兆字节的价格是 3,400 美元,现在基因组学更便宜,

大约十年前,当

第一个基因出现时,我们现在的基因组成本约为 10 亿美元

基本上接近一千美元的基因组

明年可能在两年内 大约

一百美元的基因组 我们

将用一百美元的基因组做什么

很快我们将有数百万个

可用的测试,这就是

当我们开始众包时变得有趣的时候

信息,我们进入了

真正的个性化医疗时代,

在正确的时间为正确的人提供正确的药物,

而不是我们今天正在做的事情,

这对每个人来说基本上都是同一种药物,

所以两种重磅药物在

很多情况下都

不起作用 您个人和许多

不同的公司正在努力

利用这些方法,

我将向您展示 20 中的一个简单示例

再次通过我,

我的数据表明我

患黄斑变性的平均风险有

两种失明,但

如果我将相同的数据上传到

解码我,我可以查看我的风险,

例如我几乎处于 2 型糖尿病

2 型糖尿病风险的两倍 我

可能想看看

我午休吃多少甜点 例如,它

可能会改变我的行为,利用我

对药物遗传学的了解 我的

基因如何调节我的药物作用以及

我需要的剂量将变成

越来越重要,

掌握在个人和患者手中的东西

将使更好的药物剂量和

选择变得可用,所以这

不仅仅是基因,而是多个细节我们的

习惯我们的环境暴露

是什么时候你的医生最后一次问

你你住在哪里

地理 您所居住的药物 您

所接触的东西会极大地影响

您的健康 我们可以捕获这些

信息,因此基因组学

蛋白质组学 环境 所有这些数据 对

我们个人以及作为可怜的

医生我们如何很好地管理它

我们现在正在进入系统

医学或系统生物学的时代,我们可以

开始整合所有这些信息,

并通过观察我们血液中的模式,

例如

单次测试 10,000 个生物标志物 我们可以

开始观察这些小模式并

在更早的阶段检测

疾病 这被 Li hood 称为

p4 药物恐惧之父 我们

将预测我们将要去 要

知道您可能拥有什么,我们可以

进行预防,预防可以

个性化,更重要的

是,它将

通过像我这样的

患者这样的网站或管理您

的 Microsoft Health 故障数据或 Google

健康数据一起利用这一点,变得越来越具有参与性

参与方式将变得

越来越重要,所以我会

以指数级的方式结束,我们希望

得到更好、更有效的治疗,

现在我们治疗 高血压

主要用药片如果我们使用新

设备并敲除

我延迟血压的神经血管和单一

疗法基本上可以治愈高血压这

是一种基本上正在

做的新设备应该

在一年内上市 或者两个

针对癌症的更有针对性的疗法怎么样?我是

一名肿瘤学家,我知道今天

我们给予的大部分基本上是我们

在斯坦福大学和其他地方学到的毒药

,我们可以发现它是癌症干

细胞,所以一旦它似乎是 真正

导致疾病复发,所以如果

你认为癌症是一种杂草,我们通常

可以将杂草除掉,它似乎

缩小了它经常回来,所以我们正在

寻找错误的目标,癌症干

细胞仍然存在,肿瘤可能会复发

数月或数年 后来我们现在正在

学习识别癌症干细胞并将其

识别为目标并进行

长期治疗,我们正在结束

个性化肿瘤学时代

利用所有这些数据的能力 ta一起

分析肿瘤并为个体患者提出一种真正的

特定鸡尾酒

现在我将与再生医学结束,

所以我研究了很多关于

干细胞胚胎干细胞

特别强大我们

的身体也有成体干细胞 我们

在我的骨髓移植领域使用那些

Geron 去年刚开始

使用人类胚胎干

细胞治疗脊髓损伤的

第一个试验仍然是一期试验但不断发展我们

实际上已经在临床试验中使用成体干细胞

大约 15 年的时间来

处理一系列主题,

特别是

在治疗心血管疾病方面

心脏病发作 我发明了一辆自行车

骨髓挖掘机 一种侵入性小得多的

骨髓采集方式 现在已获得

FDA 批准 有望

在明年上市,因此希望

您能欣赏这种

弯曲穿过患者身体并

移除骨髓的设备,而不是在局部麻醉下进行

200 次穿刺,

但干

细胞治疗真正走向何方 你想想看

,你身体中的每个细胞都

与你

还是胚胎时

的 DNA 相同 您自己的

个性化干细胞系,我

认为您自己的干细胞库将进入一个新时代

现在将其与

一整年的细胞工程

相结合,并整合指数技术,用于

本质上 3d 器官打印

,用细胞和 essenti 代替墨水 盟友

建造和

重建一个 3d 器官,这将

是事情发展的

早期阶段,但我认为作为

指数技术的整合,这是一个

非常封闭的例子,因为你认为

技术转向如何影响

我们正在进入的健康和医学

小型化去中心化和个性化的时代

,我认为通过将

这些东西放在一起,我们可以开始

思考如何理解和

利用这些东西,我们将

赋予患者权力,使医生能够增强

健康并

在他们生病之前开始治愈,因为 作为一名

医生,我知道如果有人来找我

患上第一阶段的疾病,我很高兴我们通常可以

治愈他们,但通常为时已晚,例如是

第三或第四阶段的癌症,

因此通过结合这些

技术,我认为我们将进入一个

我喜欢称之为零阶段医学的新时代

,作为一名癌症医生,我

期待着失业,

非常感谢