HIMSS GKC APRIL 19, 2018 BIG DATA AND THE CLOUD · BIG DATA AND THE CLOUD - HIMSS GKC GENOMIC...

BIG DATA AND THE CLOUDHIMSS GKC APRIL 19, 2018

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Cloud Evangelist

AWS Certified Solution Architect

Azure Certification…in process

BIG DATA AND THE CLOUD - HIMSS GKC

WHAT IS THE CLOUD?�3

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Restaurant AWS (Amazon)

Azure (Microsoft)

GCP (Google)

SaaS WorkMail Office 365 Google Apps

PaaS Lex / Polly SageMaker

App Services ML Studio

Vision API ML Engine

IaaSRDS (DB) EC2 (VM) Lambda

Azure SQL VM

Functions

Cloud SQL Compute Engine

BigQuery

Using someone else’s computers and software to get work done! …but how?

BIG DATA AND THE CLOUD - HIMSS GKC

HIGH LEVEL PROCESS�4

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Capture the Data

Organize / Clean DataAnalyze / Study the Data

Apply the Learning

Cloud enables SPEED!Shift from Reactive to Proactive!!

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REAL TIME ANALYTICS�5

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USE CASES�6

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Clinical Financial

Experience

Diagnostics Outcomes Pop Health Genomics

Utilization Efficiency Fraud/Abuse Reimbursement Optimization

Attract Acquire Retain Patient Satisfaction Consumer Behavior

Machine Learning

Deep Learning (Supervised vs Unsupervised)

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COMPUTER VISION, MACHINE LEARNING, AND DIAGNOSTICS�7

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Some reports claim better recognition than radiologists.

Today, a hybrid approach is ideal. Future?

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GENOMIC MEDICINE�8

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World Record set by Edico Genome & Children’s Hospital of Philadelphia (CHOP)

1,000 genomes analyzed in 2 hrs 25 mins on 1,000 AWS EC2 instances!

At $3 per, it is a key enabler of precision medicine at scale

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GENOMIC MEDICINE�9

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"By spinning up a few hundred nodes on AWS and getting results in less than a day, our scientific researchers have a lot more freedom to ask questions that weren’t even possible before. The speed is important, but equally important is the additional intellectual curiosity this enables for researchers."

Lance Smith, Associate Director of IT, Celgene

BIG DATA AND THE CLOUD - HIMSS GKC

EXPERIENCE ANALYTICS�10

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Cleveland Clinic and HealthCatalyst performed analytics

to drive their Patient Experience initiatives and found many surprises!

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Q & A

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BIG DATA AND THE CLOUDHIMSS GKC APRIL 19, 2018

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BIG DATA AND THE CLOUDHIMSS GKC APRIL 19, 2018

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