ai and innovation in healthcare - new york chapter ... 20191012 nyacp scientific meeting...

AI and Innovation in Healthcare

Daniel Barchi

@DanielJBarchi

Providing Care Across New York

3.6 MILLIONPATIENT VISITS IN 2018

693,454ED VISITS IN 2018

10,263PHYSICIANS IN 2018

4,067BEDS IN 2018

25,857DELIVERIES IN 2018

At 10 hospital campuses, NYP’s

extraordinary doctors, nurses, and

staff provide outstanding care to

patients across the region.

Our Partnership

The Speed of the Future

“How did you go bankrupt?"


“How did you go bankrupt?"

“Two ways. Gradually, then suddenly.”


7

Platform Disruption

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Platform Disruption

9

Platform Disruption

9

10

Platform Disruption

10

11

Why is Technology Important?

12

Technology Levels Disparities

13


Transportation Education Language Cost

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14

15

Telemedicine

16

TeleStroke

17

Mobile Stroke Unit

19

Virtual Urgent Care

NYP Telemedicine Visits

21

Robotics

22

Robotics in Food Service and Logistics

Robotics in Food Service and Logistics

23

Robotics

24

25

Artificial Intelligence

26

“Any decision that can be made in less than one

second can be replaced by Artificial Intelligence”

– Andrew Ng

27

“AI is doing essentially everything that requires

‘thinking’ but has failed to do most of what people

and animals do ‘without thinking.'” -Donald Knuth

28

“AI is doing essentially everything that requires

‘thinking’ but has failed to do most of what people

and animals do ‘without thinking.'” -Donald Knuth

HardEasy

30

Muffin or Chihuahua

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Bagel or Dachsund

32

Croissant or Shar Pei

33

Artificial Narrow Intelligence (ANI)

Artificial General Intelligence (AGI)

Artificial Super Intelligence (ASI)

Artificial Intelligence

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Artificial Narrow Intelligence

Human

Performance

Computer

Performance

www.waitbutwhy.com

35

Artificial General Intelligence

2040?Human

Performance

Computer

Performance

www.waitbutwhy.com

36

Artificial Super Intelligence

2060?

‘Singularity’

www.waitbutwhy.com

37


2060?

‘Singularity’

38


2060?

‘Singularity’

8.00 am ASI

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2060?

‘Singularity’

9.00 am 10x Humans

8.00 am ASI

40


2060?

‘Singularity’

9.00 am 10x Humans

8.00 am ASI

10.00 am 1,000x Humans

41


2060?

‘Singularity’

9.00 am 10x Humans

8.00 am ASI


1.00 pm Cure Cancer

42


2060?

‘Singularity’

9.00 am 10x Humans

8.00 am ASI


1.00 pm Cure Cancer

3.30 pm Humans?

“Most people aren't spending a lot of time

right now worrying about singularity—they

are worrying about "Well, is my job going

to be replaced by a machine?"

1

44

Artificial Intelligence - Don’t Start with Moon Shots

2013 Diagnose / recommend treatment plans using AI

2017 On hold - $62 M with no clinical use

2018 Hotel recommendations, billing, IT solutions

47

Applying Artificial Intelligence

Direct

Clinical

Care Clinical Efficiency

Clinical Trials

Finance

IT

HR

Analytics

48

Length of Stay

49

Length of Stay

50

Length of Stay

53

Cognitive Insight

54

Cognitive Insight

55

Robotic Process Automation

Centralized Timekeeping

Revenue Cycle – Claims Follow Up

Accounts Payable Automation

Inventory Management

Insurance Verification

56

Robotic Process Automation

Digital Non-Clinical - Clinical Appeals Optimization

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58

Hip Replacement

CHF

Workplace Accident


59

Hip Replacement

CHF

Workplace Accident


60

43% 57%

Hip Replacement

CHF

Workplace Accident

I need a cardiologist who

speaks Chinese

Artificial Intelligence - Access

600+ phone numbers

1,000+ agents

7,780,000 visitors

1,000+ web pages

Right answer

Right agent

Syllable

64

Fail Fast

Start Fast

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66

Algorithmic bias

Risks from Technology

Workforce impact

Black box problem

Ethical use of data and AI

67

Healthcare IT - It is not about IT

80% people

15% process

5% technology

AI and Innovation in Healthcare

Daniel Barchi

@DanielJBarchi

ai and innovation in healthcare - new york chapter ... 20191012 nyacp scientific meeting...

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