Ⅰ Healthcare Big Data? · 2016-05-30 · Ⅰ Healthcare Big Data? Ⅱ 외국 정부 지원 사례...

Ⅰ Healthcare Big Data?

Ⅱ 외국 정부 지원 사례

Ⅲ Healthcare Big Data Research Cases

Ⅳ Healthcare Big Data Business Cases

Ⅴ Summary

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http://www.healthdatamanagement.com/news/IOM-President-Says-Big-Data-is-About-More-Than-Just-EHRs-50035-1.html

http://www.mckinsey.com/insights/health_systems/the_big-data_revolution_in_us_health_care

300조 ~450조!

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http://m.healthcareitnews.com/news/cleveland-clinic-picks-top-10-healthcare-innovations-past-10-years

http://visual.ly/future-healthcare

• Text

• Image

• Video

• Code

• ….

http://www.ncbi.nlm.nih.gov/pubmed/24854141

• Lots of stream data

– Vital signs from patient monitors

• Lots of real-time data

– Lab results

– PACS images

IT

BT HT

Digital Health

Genomic Medicine

Ⅰ Healthcare Big Data?

Ⅱ 외국 정부 지원 사례

Ⅲ Healthcare Big Data Research Cases

Ⅳ Healthcare Big Data Business Cases

Ⅴ Summary

NIH commits $24 million annually for Big Data Centers of Excellence 12 BD2K Centers

http://www.bcr.org/content/nih-launches-united-ecosystem-big-data

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UK 100K genome project

Ⅰ Healthcare Big Data?

Ⅱ 외국 정부 지원 사례

Ⅲ Healthcare Big Data Research Cases

Ⅳ Healthcare Big Data Business Cases

Ⅴ Summary

• Do grocery shopping patterns obtained from stores in various areas predict rates of obesity and type 2 diabetes in public health databases?

NEED NEW IDEAS!!

진료 기록 Clinical data

in a hospital (EHR) Clinical Data from multiple hospitals

or other related data (Nation-wide claim data)

진료 기록

Genomics Proteomics Epigenomics

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Clinical data in a hospital (EHR) Clinical Data

from multiple hospitals or other related data

(Nation-wide claim data)

Causation Analysis

Genomic Medicine

http://www.ncbi.nlm.nih.gov/pubmed/26590418

Personalized Nutrition by Prediction of Glycemic Responses. Cell 2015

진료 기록 Life logging, SNS Environment (weather..)

Genomics Proteomics Epigenomics

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Clinical data in a hospital (EHR) Clinical Data

from multiple hospitals or other related data

(Nation-wide claim data)

Causation Analysis

Correlation Analysis

• Google Flu Trends (http://www.google.org/flutrends/)

– Nature 2009

• Twitter data

– PLOS ONE 2010

National Health Insurance Service

Ⅰ Healthcare Big Data?

Ⅱ 외국 정부 지원 사례

Ⅲ Healthcare Big Data Research Cases

Ⅳ Healthcare Big Data Business Cases

Ⅴ Summary

http://www.youtube.com/watch?v=8lGJ0h_jAp8

… and more!

• ASCO 2014: MSKCC case

• ASCO 2014: MD Anderson case – Overall accuracy: 82.6%

http://www.yoonsupchoi.com/2014/10/20/watson_mayo_clinic_clinical_trials/

• EPIC, Cerner, Athenahealth

– Over 70% of US EHR markets

• Mayo Clinic, Stanford University, Duke Medicine

Open Source: http://researchkit.github.io/

Clinical trial data

5개의 초기 앱: http://newspeppermint.com/2015/07/08/m-researchkit/

Smart Pill by Proteus Digital Health

• FDA-cleared

• Ingestible sensor

• No battery, no antenna

• Clinical Trial – Accuracy 99.1%

– http://ieeexplore.ieee.org/stamp/stamp.jsp?arnumber=6861446

• Collaborating with Oracle – http://mobihealthnews.com/39612/pro

teus-oracle-launch-integrated-software-ingestible-sensors-for-clinical-trials/

• Barton Health – First hospital implementation – http://mobihealthnews.stfi.re/content/

california-hospital-becomes-first-us-prescribe-ingestible-sensors-proteus

http://rockhealth.com/

Ⅰ Healthcare Big Data?

Ⅱ 외국 정부 지원 사례

Ⅲ Healthcare Big Data Research Cases

Ⅳ Healthcare Big Data Business Cases

Ⅴ Summary

임상적 유용성 확인

개발 모델의 임상적 유용성 확인을 위

한 임상시험 수행

정보 보호/보안 기술

의료 빅데이터 관리를 위한 정보 보

호/보안 기술 개발

의료정보 익명화 기술 개발

의료빅데이터 분석 기술 개발

질환 사전 예측 기술

질환 진단 정확도 증가 기술

질환 위험도 예측

약제 순응도 및 부작용 모니터링/예측

관련 일상 생활 정보 수집

Wearable 장비를 통한 자가 측정 정보

기상청, 환경부 등 외부 데이터 연동

인프라 개발 및 서비스 모델 개발

기반 인프라 및 API 개발

클라우드 기반 분석 platform 개발

예측모델 기반 개인별 위험도 서비스

국제 표준 기반 데이터 통합 및 전송

질환 DB 구축

질환 데이터 항목 정의 및 수집

청구 및 건강검진 데이터

Healthcare Big Data Platform

Data Gathering Data Analysis

Clinical Validation

Healthcare Big Data Research

sooyong.shin@amc.seoul.kr

@likesky3