how big data / iot leverages the power of open source to solve big... · open source to solve...

© ValueLabs | www.valuelabs.com | Confidential

How Big Data / IoT

leverages the power of

open source to solve

Healthcare use cases

Manidipa Mitra

Director, Big Data CoE

ValueLabs

© ValueLabs | www.valuelabs.com | Confidential 2

What’s inside?

Market research platform for pharma

Digital Care Management


Market research platform for pharma – Key influencer, Market intelligence, Customer sentiment

• Key trends

• Themes

• Risks

Sentiment

Analysis

Real-time

Social

User

Blogs

Discussion

Forum

Search

Trends


Popular blogs and message boards to scrape

What to scrape?

Popular sites

Domain inputs


Relevant groups on Facebook


Relevant Twitter tags


Architecture


Relevant data collection via Scrapy

29963 posts collected

Data includes the following:

• Post text

• Post subject

• Post author

• Post URL

• Post date

• Post reply no.

• Topic read count

• Author gender

• Author location

• Author type

• Author total posts


Topic Modelling

Thalassemia

Symptoms

Thalassemia

Treatment


Topic Modelling

Thalassemia

Side effectsThalassemia

Diagnosis


Data Insights

Most viewed posts


Data Insights

No

. o

f p

os

ts

Active author / Key opinion leader

Posted by


Data Insights

Sentiment analysis

No

. o

f c

ou

nts

Sentiment


Data Insights

Gender wise sentiment

Se

nti

me

nt

co

un

tGender wise sentiment


Data Insights

Segmentation on discussion

Pe

rce

nta

ge

Topic

No

. o

f c

ou

nts

Topic

Topic No. of count s %


What’s inside?

Digital Care Management


Digital Care Management – Analytics platform enables longitudinal view of patients

Care Connect

Data Management and Insight

Care Exchange Care Insight

CLAIMS

EMR, EHR

Patient data and insights are driven by interaction channels as well

as by wearble devices, claims data and clinical data


Sample screens – DILO App – Login


Sample screens – DILO App – Profile


Sample screens – DILO App – Goal setup


Sample screens – DILO App – Record | Track | Notify


Sample screens – DILO App – Profile

CLAIMS

EMR, EHRCare Exchange


DCM – End-to-end architecture


Insights from wearables data


Thank You!

how big data / iot leverages the power of open source to solve big... · open source to solve...

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