Transforming Healthcare: The Quantification of Everything

120
TRANSFORMING HEALTHCARE THE QUANTIFICATION OF EVERYTHING STEVEN TUCKER, MD, FACP, FAMS Global Health Advisor, SingTel Founder, Tucker Medical

description

Presented by Dr Steven Tucker, Founder, Tucker Medical at ISS Seminar: How Analytics is Transforming Healthcare on 31 Oct 2014.

Transcript of Transforming Healthcare: The Quantification of Everything

Page 1: Transforming Healthcare: The Quantification of Everything

TRANSFORMING HEALTHCARE

THE QUANTIFICATION OF

EVERYTHINGSTEVEN TUCKER, MD, FACP, FAMS

Global Health Advisor, SingTel Founder, Tucker Medical

Page 2: Transforming Healthcare: The Quantification of Everything

WARNING !

We tend to overestimate the effect of a technology

in the short run and underestimate the effect

in the long run.

Roy AmaraCo-founder, Institute for the Future

Page 3: Transforming Healthcare: The Quantification of Everything

1EXPONENTIALS

Page 4: Transforming Healthcare: The Quantification of Everything

4E+03

1E+09

2E+09

3E+09

4E+09

1974 1984 1994 2004 2014 2024

EXPONENTIALS

Page 5: Transforming Healthcare: The Quantification of Everything

4E+03

1E+09

2E+09

3E+09

4E+09

1974 1984 1994 2004 2014 2024

COMPUTING POWER

Page 6: Transforming Healthcare: The Quantification of Everything

4E+03

1E+09

2E+09

3E+09

4E+09

1974 1984 1994 2004 2014 2024

MOORE’S LAW

Page 7: Transforming Healthcare: The Quantification of Everything

4E+03

1E+09

2E+09

3E+09

4E+09

1974 1984 1994 2004 2014 2024

MOORE’S LAW

Computers

Page 8: Transforming Healthcare: The Quantification of Everything

4E+03

1E+09

2E+09

3E+09

4E+09

1974 1984 1994 2004 2014 2024

MOORE’S LAW

ComputersSensors

Page 9: Transforming Healthcare: The Quantification of Everything

4E+03

1E+09

2E+09

3E+09

4E+09

1974 1984 1994 2004 2014 2024

MOORE’S LAW

ComputersSensors

Biology

Page 10: Transforming Healthcare: The Quantification of Everything

4E+03

1E+09

2E+09

3E+09

4E+09

1974 1984 1994 2004 2014 2024

MOORE’S LAW

ComputersSensors

Pan-omicsBiology

Page 11: Transforming Healthcare: The Quantification of Everything

2PROBLEMS

Page 12: Transforming Healthcare: The Quantification of Everything

Healthcare is not a science problem, it’s an information problem.

-Thomas Goetz

Page 13: Transforming Healthcare: The Quantification of Everything

DIABETES

382Million

Source: International Diabetes Federation

Page 14: Transforming Healthcare: The Quantification of Everything

OBESITY

500Million

Source: World Health Organisation

Page 15: Transforming Healthcare: The Quantification of Everything

HEART DISEASE

17.3Million

Source: World Health Organisation

Page 16: Transforming Healthcare: The Quantification of Everything

CANCER

14.1Million

Source: World Health Organisation

Page 17: Transforming Healthcare: The Quantification of Everything

3SENSORS

Page 18: Transforming Healthcare: The Quantification of Everything

If you cannot measure it, you cannot improve it.

-Lord Kelvin

Page 19: Transforming Healthcare: The Quantification of Everything

SENSOR EVOLUTION

Sensor 1.0

Sensor 2.0

Sensor 3.0

Ability to measure + record signal

Sensor web integration; share + access data

Passive data gathering + aggregating + meaningful insight

Page 20: Transforming Healthcare: The Quantification of Everything

ACTIVITY

Page 21: Transforming Healthcare: The Quantification of Everything

HEALTH

Page 22: Transforming Healthcare: The Quantification of Everything

MEDICAL

Page 23: Transforming Healthcare: The Quantification of Everything

THE TRICORDER

Page 24: Transforming Healthcare: The Quantification of Everything

VITAL SIGNS

Page 25: Transforming Healthcare: The Quantification of Everything

EMERGENCY

Page 26: Transforming Healthcare: The Quantification of Everything
Page 27: Transforming Healthcare: The Quantification of Everything
Page 28: Transforming Healthcare: The Quantification of Everything
Page 29: Transforming Healthcare: The Quantification of Everything
Page 30: Transforming Healthcare: The Quantification of Everything
Page 31: Transforming Healthcare: The Quantification of Everything
Page 32: Transforming Healthcare: The Quantification of Everything
Page 33: Transforming Healthcare: The Quantification of Everything
Page 34: Transforming Healthcare: The Quantification of Everything
Page 35: Transforming Healthcare: The Quantification of Everything
Page 36: Transforming Healthcare: The Quantification of Everything
Page 37: Transforming Healthcare: The Quantification of Everything
Page 38: Transforming Healthcare: The Quantification of Everything
Page 39: Transforming Healthcare: The Quantification of Everything
Page 40: Transforming Healthcare: The Quantification of Everything
Page 41: Transforming Healthcare: The Quantification of Everything

BIRTH CONTROL

Page 42: Transforming Healthcare: The Quantification of Everything

WIRELESS BIRTH CONTROL

Page 43: Transforming Healthcare: The Quantification of Everything

4BIOLOGY

Page 44: Transforming Healthcare: The Quantification of Everything
Page 45: Transforming Healthcare: The Quantification of Everything
Page 46: Transforming Healthcare: The Quantification of Everything

THERANOS

Page 47: Transforming Healthcare: The Quantification of Everything

RETAIL LABS

Page 48: Transforming Healthcare: The Quantification of Everything

HOME TRACKING

Page 49: Transforming Healthcare: The Quantification of Everything

HOME DIAGNOSIS

Page 50: Transforming Healthcare: The Quantification of Everything

HOME DIAGNOSIS

Page 51: Transforming Healthcare: The Quantification of Everything

LAB ON A CHIP

Page 52: Transforming Healthcare: The Quantification of Everything

CELL CAPTURE

Page 53: Transforming Healthcare: The Quantification of Everything

LIQUID BIOPSY

Page 54: Transforming Healthcare: The Quantification of Everything
Page 55: Transforming Healthcare: The Quantification of Everything

GENOME MATH

23Pairs ofchromosomes

Page 56: Transforming Healthcare: The Quantification of Everything

GENOME MATH

20kGenes

Page 57: Transforming Healthcare: The Quantification of Everything

GENOME MATH

4Bases

A - TG - C

Page 58: Transforming Healthcare: The Quantification of Everything

GENOME MATH

3.2Base pairsper genome

billion

Page 59: Transforming Healthcare: The Quantification of Everything

GENOME MATH

3.2billion BP

40x Coverage

128billiondata points

Page 60: Transforming Healthcare: The Quantification of Everything

SEQUENCING $

Page 61: Transforming Healthcare: The Quantification of Everything

GENOMICS 2001

Page 62: Transforming Healthcare: The Quantification of Everything

GENOMICS 2007

Page 63: Transforming Healthcare: The Quantification of Everything

GENOMICS 2013

Page 64: Transforming Healthcare: The Quantification of Everything

GENOMICS 2014

Page 65: Transforming Healthcare: The Quantification of Everything

GENOMICS 2014

Page 66: Transforming Healthcare: The Quantification of Everything

GENOMICS 2016

Page 67: Transforming Healthcare: The Quantification of Everything

GENOMICS 2018

Page 68: Transforming Healthcare: The Quantification of Everything
Page 69: Transforming Healthcare: The Quantification of Everything

NEXT GEN SEQUENCING

Page 70: Transforming Healthcare: The Quantification of Everything

NEXT NEXT GEN

SEQUENCING

?

Page 71: Transforming Healthcare: The Quantification of Everything
Page 72: Transforming Healthcare: The Quantification of Everything
Page 73: Transforming Healthcare: The Quantification of Everything

5PLATFORMS

Page 74: Transforming Healthcare: The Quantification of Everything
Page 75: Transforming Healthcare: The Quantification of Everything

$2.4Billion

Page 76: Transforming Healthcare: The Quantification of Everything

$26Billion

Page 77: Transforming Healthcare: The Quantification of Everything

SENSORS

Page 78: Transforming Healthcare: The Quantification of Everything

SENSORSGyroscope Proximity

Page 79: Transforming Healthcare: The Quantification of Everything

SENSORSGyroscope

Gesture

Proximity

Fingerprint

Page 80: Transforming Healthcare: The Quantification of Everything

SENSORSGyroscope

Gesture

Proximity

Compass

Fingerprint

Hall cover

Page 81: Transforming Healthcare: The Quantification of Everything

SENSORSGyroscope

Gesture

Heart rate

Proximity

Compass

Barometer

Fingerprint

Hall cover

Page 82: Transforming Healthcare: The Quantification of Everything

SENSORSGyroscope

Ambient light

Gesture

Heart rate

Accelerometer

Proximity

Compass

Barometer

Fingerprint

Hall cover

Page 83: Transforming Healthcare: The Quantification of Everything
Page 84: Transforming Healthcare: The Quantification of Everything
Page 85: Transforming Healthcare: The Quantification of Everything
Page 86: Transforming Healthcare: The Quantification of Everything

6PAN-OMICS

Page 87: Transforming Healthcare: The Quantification of Everything
Page 88: Transforming Healthcare: The Quantification of Everything
Page 89: Transforming Healthcare: The Quantification of Everything
Page 90: Transforming Healthcare: The Quantification of Everything
Page 91: Transforming Healthcare: The Quantification of Everything

Exposome

Hg80

Cd48

33

Pb82

Ti81

Ni28

As

Page 92: Transforming Healthcare: The Quantification of Everything

PhenomeEpigenome

Page 93: Transforming Healthcare: The Quantification of Everything

!TRANSFORM

Page 94: Transforming Healthcare: The Quantification of Everything

Digital Health as Google Map

SENSOR ACTIVITY

GENOME

MICROBIOME

LAB

PHENOME

UNIQUE PERSON

DIET

HEALTH AS A GOOGLE MAP

Page 95: Transforming Healthcare: The Quantification of Everything

Digital Health as Google Map

SENSOR ACTIVITY

GENOME

MICROBIOME

LAB

PHENOME

UNIQUE PERSON

DIET

HEALTH AS A GOOGLE MAP

Page 96: Transforming Healthcare: The Quantification of Everything

6P4

MEDICINE

Page 97: Transforming Healthcare: The Quantification of Everything

P4 MEDICINE

1. Predictive 2. Preventive 3. Personalized 4. Participatory

Page 98: Transforming Healthcare: The Quantification of Everything

1. Predictive 2. Preventive 3. Personalized 4. Participatory

100k WELLNESS PROJECT

Page 99: Transforming Healthcare: The Quantification of Everything

P4 MEDICINE

Predictive You will track your health. It’s your data. Identify transition states.

Page 100: Transforming Healthcare: The Quantification of Everything

P4 MEDICINE

Preventive Wellness networks. Illness networks. A systems-based approach to repair and maintenance.

Page 101: Transforming Healthcare: The Quantification of Everything

P4 MEDICINE

Personalized You are your own control. Your health data cloud. Molecular + Environmental.

Page 102: Transforming Healthcare: The Quantification of Everything

P4 MEDICINE

Participatory Transformative for health. Societal change - enormous. Patients will adapt. Doctors may adapt?

Page 103: Transforming Healthcare: The Quantification of Everything

Health Status 20% of patients = 80% of costs

VALUE COST

Healthy Low Risk At Risk High

Risk

Chronic Disease

Early

Active Disease

Chronic Disease

Progression

End of Life Care

THE PIVOT

Page 104: Transforming Healthcare: The Quantification of Everything

6LONGEVITY

Page 105: Transforming Healthcare: The Quantification of Everything
Page 106: Transforming Healthcare: The Quantification of Everything

Life  Expectancy  at  birth

70

73

76

79

82

85

Years  of  Educa>on<  12 12 13-­‐15 >  16

1990 2000 2008 1990 2000 2008 1990 2000 2008 1990 2000 2008

Page 107: Transforming Healthcare: The Quantification of Everything

TECHNOLOGY

Page 108: Transforming Healthcare: The Quantification of Everything

BIOLOGY

Page 109: Transforming Healthcare: The Quantification of Everything
Page 110: Transforming Healthcare: The Quantification of Everything

CALICO

Page 111: Transforming Healthcare: The Quantification of Everything

7AND…

Page 112: Transforming Healthcare: The Quantification of Everything
Page 113: Transforming Healthcare: The Quantification of Everything
Page 114: Transforming Healthcare: The Quantification of Everything
Page 115: Transforming Healthcare: The Quantification of Everything
Page 116: Transforming Healthcare: The Quantification of Everything
Page 117: Transforming Healthcare: The Quantification of Everything
Page 118: Transforming Healthcare: The Quantification of Everything
Page 119: Transforming Healthcare: The Quantification of Everything
Page 120: Transforming Healthcare: The Quantification of Everything

THANK  YOUFor  your  9me  &  a>en9on