Future Medicine

[Music]

[Applause]

as a small child i was lucky to be at

the launch of apollo 17

the last manned mission to the moon and

i’ve remained enamored with space ever

since

and fortunate as a physician to have

contributed to national life sciences

research

and to practice aerospace medicine

inspired by the cross-disciplinary

teamwork required to tackle audacious

challenges

and how spaces often brought the world

together through the lens of seeing our

planet as one without borders

now just as the historic apollo moon

landings were transformational

inflection points in history

so too is the global health crisis of

covenant 19

which despite its many challenges and

tragedies

like the sinister cold war setting which

launched the space race

can have silver linings as regina dugan

former head of darpa wrote sputnik set

off the space age

covet can spark the health age the silva

linings include

the unprecedented acceleration of

innovation collaboration and discovery

catalyzing a future of health and

medicine that can help us reimagine

and bring us a healthier smarter more

equitable postcoded world

now many solutions ride the rails of

rapidly or exponentially developing

technologies

that are rapidly doubling in their speed

price performance as exemplified by

moore’s law

which has enabled the billion-fold

improvements in memory and computation

resulting in the ubiquitous

supercomputer smartphones

most of us carry in our pockets i still

have my now ancient iphone 2 here

still works which felt magical 12 years

ago but now feels slow and clutchy

i’m sure my iphone 11 will soon seem

antique perhaps as its features dissolve

into the rumor to soon arrive

augmented reality smart classes now

exponential technologies

packed into our smart devices are

becoming increasingly medicalized their

sensors able to detect an ear infection

and more so what used to fit on a

desktop computer now fits on our wrist

and these are now entering the domain of

fda approved medical devices

but the future isn’t about any one

technology but their conversions as they

get faster

cheaper better in fact creating entire

new fields at their interfaces

from computational biology robotic

surgery to geoceuticals

telemedicine to ai enabled radiology

and while many industries have been

disrupted and reached the fourth

industrial age

health and medicine often feels stuck in

the second

or third critical data is still

stuck being shared on fax machines paper

forms

we’re stuck in waiting rooms waiting for

our visits

i recently had my own echocardiogram

only made available to share with me on

a cd-rom

i don’t even own the cd-rom player

anymore

tools for managing pandemics of 2020

rely on the same core technologies

used in the pandemic of 1918 face masks

social distancing hand washing so part

of the challenge in advancing global

local health

are our models and our mindsets we don’t

really practice

health care we practice sick care sick

care is based on

intermittent episodic data usually only

obtained within the four walls of the

clinic

or hospital bed and leads to our

reactive

sick care model where we wait for the

patient to show up in the emergency room

with a heart attack

stroke or late stage cancer or for the

pandemic to arrive on our shores

i believe the convergence of many of the

accelerating technologies and approaches

being catalyzed by covet

will bring us from intermittent sick

care to an age of continuous

proactive personalized crowdsourced

healthcare

that can increasingly bring care anytime

anywhere

more effectively and lower costs around

the planet

for example the convergence of ever

smaller interconnected devices

now riding 5g is creating not just an

internet of things but an internet of

medical things

much of this convergence is in the field

of digital health the ability

to connect the dots between data sources

for personal genomics and medical

records

with apps and services that match the

needs of an individual

patient or caregiver and as incentives

and reimbursements align

covert has pushed us to an increasingly

virtualized care

from the hospital to home to our phone

to on and even

inside our bodies the age of hospital to

hospital is upon us

now the challenge of this

hyper-connected age is that we’re

creating exponential amounts of big data

that’s too often

siloed in formats that can’t even talk

to each other

so we need to narrow that gap between

data

turning that into actionable information

for the patient physician

public health worker and speed at safe

and effective use

in the community clinic and bedside the

pandemic has instigated an immense

amount of international sharing and

collaboration amongst clinicians and

researchers

to narrow that gap what was learned in

managing patients in wuhan

and then in the intensive care units of

in italy have helped new york city

hospitals and their learning since

in turn and spread to centers around the

world

let’s take a quick dive into some

examples of what’s happening across the

healthcare

paradigm in the age of covid and their

implications

for the future from new forms of data to

prediction and prevention

to faster diagnostics more tailored

therapy

and increasingly crowd-sourced discovery

let’s start with prevention you know

while our genomes impact our health

outcomes and our health spans

our social determinants of health our

socio and our day-to-day behaviors

drive most of our risk for disease and

associated costs

and we now have an explosion of new

tools to help measure and improve our

healthy behaviors

the first fitbit only launched in 2009

wearables are now ubiquitous and can

measure almost every element of our

physiology

behavior and even mental health and

they’re evolving all the way from

disposable tattoos that can stream vital

signs

24 7 to an integration of

big data that can even be small data

from a simple wearable tracking a

patient discharged home after hip

replacement

or a coronavis infection can determine

if

the patient’s recovering as expected

walking more doing great

or not so great and trigger early

intervention

we’re evolving from a world of quantify

itself where our

digital data remains silent on our

devices to one of quantified health

where the data can be shared securely

with clinical teams and researchers to

help optimize prevention

diagnose disease early and with feedback

loops personalized

and optimized therapy from wristband

vitals including blood pressure now

obtainable without a cuff

and soon sensors that will measure our

blood oxygenation levels to continuous

blood sugar monitoring

to shockables hearables ringables that

can

replace an entire sleep lab fitting on

our finger to incitables chips beneath

our skin to track our physiology and lab

values

to even under wearables internet of

medical things sensors so

cheap today you can get a pack of 10 of

them have one in each band of your

underwear

now being used to do what’s called

remote patient monitoring

to help detect signs of respiratory

decompensation in patients

with bronchitis or coping

breathables are showing promise nano

noses that can detect molecules in our

breath

correlating to cancer metabolic disease

and even diagnosing

infectious disease in fact we now don’t

need to wear

anything invisibles ambient sensing from

ai enabled cameras can

track our vital signs to voices of

biomarker

to manage and detect mental health

challenges signs of heart disease

now being able to differentiate between

a cough from a common cold

to that one caused by coronavirus

and we’ll soon be exuding our digital

exhaust 24 7

our digitone how can we make sense and

truly leverage it

one path is through crowdsourcing the

million participant

all of us trial from the national

institutes of health is doing just that

where data donors and i’m one

can contribute our medical records

genomes and wearable data

to build a much better and diverse data

set crossing racial and socioeconomic

groups

to help foster better precision medicine

for all of us

integrating this information for the

individual in public health will lead to

predictalytics

our own personal check engine lights

that can give us

early proactive warning and recent work

is demonstrating that

wearables can detect pre-symptomatically

the onset of the flu

or as recently published by stanford in

eighty-three percent of clover patients

smart watchers can detect coveted

infections early often days before onset

of symptoms

self-reporting websites like covet near

you enable us to locally generate

infections maps

and combined with our social graphs and

contact tracing apps

may provide us detailed suggestions

about who we might want to consider

being near

or socially distanced from what about

advancements in diagnostics and

monitoring

what used to require a full clinic or

laboratory can now fit into a digital

doctor’s bag

or the pocket of a patient from covered

quarantine kits

enabling tracking of oxygen saturation

temperature

and lung sounds we’re starting to

integrate these into virtual visits

providing real-time enhancements of a

virtual physical exam

and the diagnostic tools are becoming

increasingly infused with

ai machine learning including consumer

ultrasounds which can bring diagnostics

anywhere at very low cost including the

ability to evaluate the lungs

in suspected covalent patients the

laboratory

has shrunk to microfluidic platforms

that can be attached to our smartphones

and enable anyone to obtain measurements

from blood or saliva

many of these diagnostics are leveraging

the smartphone and its camera for

a medical selfie for example instead of

taking your urine to the lab to diagnose

a

potential urinary tract infection in the

privacy of your home simply

dip the urine dipstick take a picture

with your smartphone camera

and have the results made available

immediately to your doctor and pharmacy

similar phone-based apps and approaches

are being used and developed for fast

frequent cheap and easy coveted testing

novel approaches to community level

diagnostics are also being explored

including next-gen sequencing of sewage

for early detection of cobit 19

identifying hot spots and predicted

outbreaks

a week or more early

the explosion of data sources however is

really beyond the capacity of the human

mind to effectively integrate

we’re now getting help from ai or as i

call it ia

intelligence augmentation ia is being

leveraged in reading ct scans to

diagnose covid

to enhancing the vision of a

gastroenterologist performing a

colonoscopy

to identify lesions they might have

missed and ai is playing an active role

in helping identify and develop

new antivirals and while a.i is often

perceived as a threat by some clinicians

it can’t replace the human touch or

empathy i don’t think

doctors or nurses will be replaced by ai

but doctors in healthcare systems who

work collaboratively with ai

in the future will be replacing those

who don’t

finally therapy the pandemic has

dramatically accelerated the use of

virtual visits telemedicine business

drop on the order of a thousand percent

in many settings and i don’t think we’ll

ever

revert to pre-covered levels as patients

and clinicians are discovering

the compelling convenience and efficacy

even before virtual zoom or face time

with the clinician

asynchronous screening and support is

being provided by ever smarter chatbots

that can help discern symptoms and help

triage problems effectively at lower

cost

this includes virtualization and virtual

augmentation to meet our mental health

crisis

exacerbated by the many economic and

other stressors which accompany this

pandemic

3d printing is finding a role in

healthcare with newfound applications

from

printing personal masks to critical

parts of ventilators

and being leveraged by the growing maker

movement which is playing a major role

in pandemic response from making

face shields and masks to improvising

do-it-yourself ventilators

all together these efforts are enabling

the potential for democratization of

health

and medicine across the planet and

access to information and care that was

previously inaccessible

clinical trials are being reshaped

leveraging smart devices

cloud-based analytic platforms and

collaborators around the world

it’s at this convergence of many rapid

developing

and exponential technologies that we

have the real potential

to reshape and scale healthcare in our

pandemic age

one where we can dramatically expand

access to basic healthcare

increasingly personalized and proactive

leveraging the scale of digital

platforms and technologies

enhancing digital connection and empathy

and the ability to blend virtual and

in-person care

and leveraging the power of the crowd to

share and build better maps that guide

our

individual health and public health

journeys and develop

validated and scaled solutions

so imagine a new generation of

volunteers a global health corps

similar to the volunteer paramedics and

firemen of today

that can be upskilled and use the

powerful new tools

to respond early and collectively to

enhance

contact tracing isolation and quarantine

and to help

identify and address social and other

disparities

so coming full circle 24 years after i

was at the launch of apollo 17

i found myself as a medical student on a

research clerkship

at johnson space center and much to my

surprise one day in the clinic i ran

right into gene cernan the apollo 17

commander

and the last man to walk on the moon

after enthusiastically sharing my

childhood memories of his launch

he shared one of his famous lines i

walked on the moon

what can’t you do indeed what can’t

we do if we work together as one in the

face of this pandemic

and just as the near tragedy of apollo

13

rallied nasa to work creatively and

collectively

so too can this in our pandemic age

lead to our finest hour and bring on a

true health age

i believe this is possible if we all get

out of our linear mindsets

take exponential steps and

collaboratively

go forth collectively not only to solve

the challenges of this pandemic

and predict the future of health and

medicine but boldly

to go forth together to accelerate a far

better one

for everyone on spaceship earth

[Music]

thanks

you

[音乐]

[掌声

] 小时候有幸参加

了最后一次载人登月任务阿波罗 17 号的发射,从那时起

我就一直迷恋太空

,有幸作为一名医生

为国家生命科学做出了贡献

研究

和实践航空航天医学的

灵感来自

于应对大胆挑战所需的跨学科团队合作,

以及太空如何

通过将我们的

星球视为一个无国界

的镜头将世界凝聚在一起,就像历史性的阿波罗

登月是转型的

转折点一样 历史

也是

如此 健康时代 silva

衬里

包括前所未有的加速

创新合作和发现

ca 分析健康和医学的未来,

这可以帮助我们重新构想

并为我们带来一个更健康、更智能、更

公平的邮政编码世界

现在,许多解决方案都在

快速或成倍发展的

技术

的轨道上,这些技术的速度价格性能正在迅速翻倍,

正如摩尔定律所证明的

那样 实现

了内存和计算的十亿倍改进,

导致我们大多数人口袋里随身携带的无处不在的

超级计算机智能手机

我仍然

拥有我现在古老的 iphone 2

仍然可以工作,这在 12 年前感觉很神奇,

但现在感觉很慢而且很笨拙,

我敢肯定 我的 iphone 11 很快就会显得

过时,也许因为它的功能

很快就会出现在

增强现实智能课程中

的传言中 一

台台式电脑现在可以戴在我们的手腕上

,这些现在正在进入 d

fda 批准的医疗设备的主要部分,

但未来不是关于任何一种

技术,而是它们的转换,因为它们

变得更快

更便宜实际上

在它们的接口上创造了全新的领域,

从计算生物学机器人

手术到

geoceuticals 远程医疗再到人工智能放射学

,而许多行业 已经被

打乱并进入第四个

工业时代

健康和医学经常感觉卡

在第二

或第三个关键数据仍然

卡在传真机上共享纸质

表格

我们被卡在候诊室等待

我们的访问

我最近只有自己的超声心动图

可以

在 cd-rom 上与

我分享 我什至不再拥有 cd-rom 播放器

用于管理 2020 年流行病的工具

依赖于

1918 年流行病中使用的相同核心技术

推进全球本地健康的挑战

是我们的模式和我们的思维方式 我们并没有

真正实践我们实践的

医疗保健 e 病假护理 病假

护理基于

通常仅

在诊所或病床的四面墙内获得的间歇性发作数据,

并导致我们的

反应性

病假护理模型,在该模型中,我们等待心脏病发作的

患者出现在急诊室

或晚期癌症或

大流行到达我们的

海岸 随时随地

更有效、更低成本地

在全球范围内

进行融合,例如,现在使用 5g 技术的

更小的互连设备的融合

不仅创造

了物联网,而且创造了

医疗物联网,其中

大部分融合是在

数字健康

领域 连接

个人基因组学和医疗记录数据源之间的

点 与个别患者或护理人员的需求相匹配的应用程序和服务,

以及作为奖励

和补偿的

隐蔽性,已将我们推向越来越

虚拟化的护理,

从医院到家庭到我们的

手机,甚至

在我们的身体内部,医院到医院的时代

这个

超连接

时代的挑战就

在我们身上

为患者医生

公共卫生工作者提供可操作的信息

以及在社区诊所和床边安全有效地使用的速度在

大流行中激发了

临床医生和研究人员之间的大量国际共享和合作,

以缩小

在武汉管理患者方面所学到的差距

然后在意大利的重症监护室

帮助纽约市

医院和他们的学习

反过来并传播到世界各地的中心,

让我们快速深入了解一些

例子,了解

在新冠时代整个医疗保健范式发生的事情,以及它们

对未来的影响,从新的数据形式到

预测和预防,

再到更快的诊断、更量身定制的

治疗

越来越多的众包发现

让我们从预防开始,您知道,

当我们的基因组影响我们的健康

结果并且我们的健康跨越

我们健康的社会决定因素时,我们的

社会和我们的日常行为

驱动着我们大部分的疾病风险和

相关成本

,我们 现在有大量新

工具来帮助测量和改善我们的

健康行为

2009 年才推出的第一款 Fitbit

可穿戴设备现在无处不在,

几乎可以测量我们

生理

行为甚至心理健康的每一个元素,而且

它们正在从

一次性用品一路发展 纹身可以流式传输生命

体征

24 7 到

大数据的集成,甚至可以是

来自的小数据 一个简单的可穿戴设备跟踪

患者在髋关节

置换术

或冠状病毒感染后出院回家,可以确定

患者是否按预期恢复,

走路做得更好

或不太好,并触发早期

干预

在我们的

设备上保持沉默以实现一种量化的健康

,其中数据可以

与临床团队和研究人员安全共享,以

帮助优化预防

及早诊断疾病,并通过反馈

循环个性化

和优化腕带

生命体征治疗,包括血压现在

无需袖带即可获得

,很快传感器 这将测量我们的

血氧水平、持续

血糖监测

、可震动设备、可穿戴设备、

替代整个睡眠实验室的可听设备、可替代我们手指上的整个睡眠实验室、

我们皮肤下的可激发芯片,以跟踪我们的生理和实验室

,甚至在可穿戴设备下

医疗物联网传感器等等

今天便宜你可以 买一包 10 件

在你的内衣的每条带子上都有一个

现在被用来做所谓的

远程病人监测,

以帮助检测支气管炎

患者呼吸失代偿的迹象

或应对呼吸器的

承诺 纳米

鼻子可以检测我们体内的分子

与癌症代谢疾病相关的呼吸

,甚至诊断

传染病事实上,我们现在

不需要佩戴

任何不可见的东西来自

人工智能的环境感应相机可以

跟踪我们的生命体征和生物标志物的声音,

以管理和检测心理健康

挑战现在心脏病的迹象

能够

区分咳嗽从普通感冒

到由冠状病毒引起的咳嗽

,我们很快就会散发出我们的数字

排气 24 7

我们的数字机 我们如何才能理解并

真正利用它

一条途径是通过众包所有的

百万参与者

美国国家

卫生研究院的试验正在做的

正是数据捐赠者和我

可以骗取的地方 向我们的医疗记录

基因组和可穿戴数据致敬,

以建立一个更好、更多样化的

跨种族和社会经济群体的数据集,

以帮助为我们所有人培养更好的精准医疗

将这些信息整合

到公共卫生中的个人将导致

预测分析

我们自己的个人检查引擎

可以为我们提供

早期主动预警的灯和最近的

工作表明,

可穿戴设备可以

在流感发作前检测出症状,

或者正如斯坦福大学最近在 83% 的三叶草患者中发表的那样,

智能观察者可以

在发病前几天早期检测到令人垂涎的感染

症状

自我报告网站(例如 covet 在您附近)

使我们能够在本地生成

感染地图,

并结合我们的社交图和

接触者追踪应用程序,

可以为我们提供详细的建议

,说明我们可能希望考虑与谁

接近

或远离社会

诊断方面的进步 并

监控

过去需要什么 一个完整的诊所或

实验室现在可以放入一个数字

医生的包

或病人的口袋里,从有盖的

隔离套件中

可以跟踪氧饱和度

温度

和肺音我们开始

将这些整合到虚拟访问中,

提供虚拟的实时增强

体检

和诊断工具正

越来越多地融入

人工智能机器学习,包括消费者

超声波,它

可以以非常低的成本在任何地方进行诊断,包括

评估

疑似共价患者肺部的能力

实验室

已经缩小

到可以连接到我们的微流体平台 智能手机

并使任何人都能够

从血液或唾液中获取测量值

许多这些诊断正在

利用智能手机及其相机

进行医疗自拍,而不是简单地

将您的尿液带到实验室来诊断

您家中的潜在尿路感染

蘸尿量油尺拍照

w 使用您的智能手机摄像头,

并立即将结果提供

给您的医生和

药房 污水测序

以及早发现 cobit 19

识别热点并

提前一周或更长时间预测爆发

数据源的爆炸

实际上超出了人类

大脑有效整合的能力

我们现在正在从人工智能或我所说的那样获得帮助

it ia

智能增强 ia 正被

用于读取 ct 扫描以

诊断 covid

以增强胃肠病学家的视力,从而

进行

结肠镜检查

以识别他们可能

遗漏的病变,并且 AI

在帮助识别和开发

新的抗病毒药物方面发挥着积极作用,而 AI 正在 通常

被一些临床医生认为是一种威胁,

它不能代替人的接触 或

同理心 我不认为

医生或护士会被人工智能取代,

但未来与人工智能合作的医疗保健系统中的医生

将取代

那些最终不接受

治疗的医生 大流行

极大地加速了

虚拟访问远程医疗业务的使用

在许多情况下下降了千分之几,我认为我们永远不会

恢复到预先覆盖的水平,因为即使在虚拟变焦或临床医生异步筛查之前,患者

和临床医生也发现

了令人信服的便利性和有效性

更智能的聊天机器人正在提供支持

,可以帮助识别症状并

以更低的成本有效地对问题进行分类,

这包括虚拟化和虚拟

增强,以应对我们的心理健康

危机

在医疗保健中发挥作用,

通过

打印个人 m 获得新的应用 要求

呼吸机的关键部件,

并被日益增长的

创客运动所利用,该运动

在应对大流行病中发挥着重要作用,从制造

面罩和口罩到即兴制作

的自己动手的呼吸机,

所有这些努力都使

健康

和民主化的潜力成为可能 利用智能设备基于云的分析平台和世界各地的合作者,全球范围内的医学和

获取以前无法获得的信息和护理的

临床试验正在被

重塑 在我们的大流行时代重塑和扩展医疗保健

,我们可以显着扩大

对越来越个性化和主动的基本医疗保健的访问,

利用数字

平台和技术的规模

增强数字连接和同理心,

以及融合虚拟

和面对面护理

并利用权力的能力 人群中

分享和建立更好的地图来指导

我们的

个人健康和公共卫生之

旅,并开发

经过验证和规模化的解决方案,

因此想象一下新一代的

志愿者是一个

类似于今天的志愿护理人员和

消防员的全球卫生队伍

,可以提高技能并使用

强大的新工具

可以及早和集体做出反应,以

加强

接触者追踪隔离和隔离,

并帮助

识别和解决社会和其他

差异,

因此在我

参加阿波罗 17 号发射 24 年后,

我发现自己是一名医学生。

在约翰逊航天中心担任研究助理,令我

惊讶的是有一天在诊所里,我

遇到了阿波罗 17 号指挥官吉恩·塞尔南

,他是最后一个在月球上行走的

人。 我

在月球上行走的台词

你真的不能

做什么 如果我们一起工作,我们不能

做什么 是大流行病

,正如阿波罗

13 号的

近乎悲剧促使美国航空航天局创造性地和集体工作一样,

在我们的大流行时代,这也能

带来我们最美好的时刻并带来一个

真正的健康时代,

我相信如果我们都

摆脱我们的 线性思维方式

采取指数级步骤并共同

协作,

不仅要解决

这一流行病的挑战

并预测健康和医学的未来,

还要大胆

地共同前进,

为宇宙飞船上的每个人加速一个更好的

[音乐]

谢谢