Big Data Analyticsbps.moph.go.th/new_bps/sites/default/files/01Big... · Big data analytics helps organizations harness their data and use it to identify new opportunities. That,

รองศาสตราจารย ์ดร.แสงเทียน อยู่เถา และคณะหลกัสูตรการจดัการเวชสารสนเทศ ม.มหิดล

Big Data

[email protected] 0815704933 f: medrec.code ebooks.in.th/sangtien

Big data Concept and workshop

forHealth strategic planning

TopicDisruptive Technology

What is Big Data?

Thailand Healthcare Big Data

Thailand Healthcare Big Data Main concept

Big Data Analytics

Big Data Analytics Process & Techniques

Big Data Analytics Technology & Hadoop

Ecosystem

Disruptive Technology

What is Big Data?

https://www.ibmbigdatahub.com/infographic/four-vs-big-data

Presenter

Presentation Notes

Big data is a term that describes the large volume of data – both structured and unstructured – that inundates a business on a day-to-day basis. But it’s not the amount of data that’s important. It’s what organizations do with the data that matters. Big data can be analyzed for insights that lead to better decisions and strategic business moves

http://bigdataexperience.org

Thailand Healthcare Big Data

Medical Record Auto-Input (MRAI) Concept Model

Medical Record

Interface

Medical Devices

Machine Software

Auto-Input (AI)

Patient verifying Devices

Med. Staff verifying Devices

HUB data connection

Other Devices

Data Center

Sangtien Youthao, Mahidol University

Patient and Medical Staff verifying Devices


Machine Output


Medical innovation Big Data



Introduction to Healthcare Big Data

IBM, Berg Resource: http://www.berginsight.com/reportpdf/productsheet/bi-mhealth6-ps.pdf

Big Data Analytics

https://www.informationbuilders.com/big-data-analytics

Presenter

Presentation Notes

Big data analytics helps organizations harness their data and use it to identify new opportunities. That, in turn, leads to smarter business moves, more efficient operations, higher profits and happier customers. Until the era of big data, gaining a 360-degree view of your business through data analysis was a challenge. The solution would generally involve significant spending on powerful data warehouses and relational database management systems, which led to painstaking data preparation in order to answer predetermined questions. Now, with a massive increase in data volumes and sources, new storage mechanisms and analytical options have emerged, including Hadoop and Blockchain.

Computational View of Big Data

Formatting, Cleaning

Storage Data

Data Understanding

Data Access

Data Integration

Data Analysis

Data Visualization

Cheng Xiang Zhai, University of Illinois

Big Data & Related Topics/Courses

Formatting, Cleaning

Storage Data

Data Understanding

Data Access

Data Integration

Data Analysis

Data Visualization

Computer Vision

Natural Language Processing

Speech Recognition

Signal Processing

Databases Information Retrieval

Data Warehousing

Data Mining

Machine Learning

Human-Computer Interaction

Information Theory

Many Applications!


Some Data Analysis Techniques

Visualization

Predictive Modeling

Clustering

Classification

Time Series


The Importance of Big Data AnalyticsMore and more companies, both large and small, are using big data and related analysis approaches to gain more information, so they can better support their organizations and customers, and benefit fully from the advantages of big data.

Benefits include:

Cost Reduction: Big data technologies such as Hadoop and cloud-based analytics bring significant cost advantages when it comes to storing large amounts of data. Plus, they can identify more efficient ways of doing business

Faster, better decision-making. With the speed of Hadoop and in-memory analytics, combined with the ability to analyze new sources of data, businesses are able to analyze information immediately – and make decisions based on what they’ve learned

New products and services. With the ability to gauge market conditions and customer needs through analytics comes the power to give customers what they want. Now, via big data analytics, more companies are creating new products to meet customers’ needs

Control online reputation: Big data analytics tools can perform sentiment analysis against very high volumes of online data. Therefore, you can get feedback about who is saying what about your company. If you want to monitor and improve the online presence of your business, big data can help

https://www.informationbuilders.com/big-data-analytics


Descriptive Analytics-วิเคราะหส่ิงที่เกิดขึ้น

Diagnostic Analytics-วินิจฉัยถึงสาเหตุของการเกิดผลที่

เปนอยู

Predictive Analytics-พยากรณหรอืทาํนาย

Prescriptive Analytics-พยากรณและแนะนําทางเลือก

http://www.newsandpr.com/2018/03/big-data-analytics-in-healthcare-market-2018-global-market-product-services-application-key-manufacturers-and-regional-analysis/

Thailand Healthcare Big DataMain concept

Karn Yongsiriwit, Rangsit University

ICT สป.สธ

Data for KPI

HDC dashboard

Service health data

Healthcare Big Datafor Report system

Annual report

Analyze report

KPI report

EISDSS


Healthcare Big Datafor Strategic Plan

Healthcare Big Data SWOTTOWS

SCENARIOSTRATEGIC

PLAN



Level of Data Science

Big Data Analytics Technology & Hadoop Ecosystem

https://blog.alore.io/is-your-business-utilizing-big-data-in-marketing/big-data-stack-1/

Big Data Analytics Technology & Hadoop Ecosystem

http://blog.newtechways.com/2017/10/apache-hadoop-ecosystem.html

http://bigdataexperience.org

Documents

Big Data Analyticsbps.moph.go.th/new_bps/sites/default/files/01Big... · Big data analytics helps organizations harness their data and use it to identify new opportunities. That,