IIKI2014BEIJING National Univ.

Prof.Dr.O.Ferrer-Roca

Gaofen-2, China's most advanced satellite

The FOG

IIK

I20

14

-Beij

ing-O

.Ferr

er-

Roca

Small & BIG data. THE FOG

The sea of clouds

IIK

I20

14

-Beij

ing-O

.Ferr

er-

Roca

Prof. Dr. O. Ferrer-Roca Ing. Ruben TousCS. Rodolfo Milito

3718 m

IIK

I20

14

-Beij

ing-O

.Ferr

er-

Roca

R-Innov

3rd

Volcano

SMALL DATA=patient dataOWNER: The patient. Must control of WHAT is shared, with WHOM, for what PURPOSE, for HOW LONG.

ORIGIN: Devices (medical or not) connected to Internet as part of the IoT(Internet of the Things)

ROLE: Provide information to supports data of interest conductive to a HEALTHY LIFE.

IIK

I20

14

-Beij

ing-O

.Ferr

er-

Roca

Owerhelmed IIK

I20

14

-Beij

ing-O

.Ferr

er-

Roca

The epidemics of phycians burnout is heartbreaking

Patients insatisfaction

•TIME-SPEND drastically reduced. Lack personal relationships and confidence. ∄ d2p

•EHRs-MACHINE DIAGNOSIS ∄ p2p

•PERVERSE CARE FLOW: Doctors/specialists ∄ d2d communication Machine analysis/exploration Ma/e appointment wait ∅ Ma/e appointment ∅visit one by one specialist 1𝑏𝑦1 appointment ∅prescription (non-coordinated)= cross-effects. ∝×∎

IIK

I20

14

-Beij

ing-O

.Ferr

er-

Roca

ECUATION = ∄ d2p, ∄ p2p ,∄ d2d , Ma/e, ∅, Ma/e, ∅, 1𝑏𝑦1, ∅ = ∝×∎

“Flaws” in the EHRs

1. EHRs are not build by doctors

e-Health & Telemedicine no in carrier

2. No AI selflearning nodes in EHRs.

3. Rigid & not adaptable to circunstance.

4. Updating is complex since the majority are not in the Cloud.

5. Erroneous security that destroy the “common sense” of health workers

6. Interfere face-to-face discussion with patients.

IIK

I20

14

-Beij

ing-O

.Ferr

er-

Roca

• PATIENT AUTONOMOUS

IIK

I20

14

-Beij

ing-O

.Ferr

er-

Roca

PATIENT CONNECTED

with

HEALTH PROVIDER & MDs ???

vs

Luminic contaminationStreaming data

IIK

I20

14

-Beij

ing-O

.Ferr

er-

Roca

Sea of clouds prevent thermic aberrations. IIK

I20

14

-Beij

ing-O

.Ferr

er-

Roca

“Milky way” without distorsion

Because THE FOG is there.

IIK

I20

14

-Beij

ing-O

.Ferr

er-

Roca

HUMANIZATION OF HEALTH CARE ®

• 1.- PERSONAL RELATIONSHIPS

PHAs = Personal Health Assistant

PHRs = Personal Health Robot

• 2.- INTEGRATED DEVICES- HEALTHY LIFE

• 3.- LOW MEDICATION POSSIBLE- ASSURE ADHERANCE

IIK

I20

14

-Beij

ing-O

.Ferr

er-

Roca

A Lot Of Tapping, Not Much Action

IIK

I20

14

-Beij

ing-O

.Ferr

er-

Roca

HEALTH 4.0

IIK

I20

14

-Beij

ing-O

.Ferr

er-

Roca

Health 4.0 IIK

I20

14

-Beij

ing-O

.Ferr

er-

Roca

https://www.youtube.com/watch?v=BrtGSEwfIJY

SPIRE

• Power and beauty.

• A patent-pending sensor, 7-axes of streaming data, and wireless charging. With years of research, we've packed it all into a tiny sealed stone.

• Spire monitors and analyzes your breathing patterns in real time to show when you are focused, tense, or frazzled.

• Streaming data.

• Real-time data to the cloud (using Bluetooth Low Energy) enable richer and more responsive contextual feedback.

IIK

I20

14

-Beij

ing-O

.Ferr

er-

Roca

Small Data in The Fog

IIK

I20

14

-Beij

ing-O

.Ferr

er-

Roca

BIG DATA SMALL DATA

Belongs to Government/State Individuals/Patient

Anonymized YES NO

Encrypted NO YES

Processed

in

The Cloud The Fog

Response Months / Years Minutes / On time

Obtained

from

Institutions/EHRs Sensors / At home

/ PHRa

Processed

by

DB tools-DBaaS Parallel C/e-

Agents

Stored By

Govern/Distributed

By Individuals/

PHAs

Useful for Decision

makers

for Individuals

Catch the cloud & bring it closer to you

Pool of Nurses

IIK

I20

14

-Beij

ing-O

.Ferr

er-

Roca

YOUR PHA

• Highly qualify

• 24/7 for you

• Know you

• Support @ distance

• Administrative help

• Acompany you

• Coach you

• Help you

• Talk your language

• Visit you with HPRs

PHA

DECISIONS TREES - Protocols School Nurses

• Marchovian trees.

• Bayesian trees.

e-PHAs

• Behind The FOG IIK

I20

14

-Beij

ing-O

.Ferr

er-

Roca

Smart-agents app level FOG

IIK

I20

14

-Beij

ing-O

.Ferr

er-

Roca

BACK-END

AGENT

AGENT

SENSOR

AGENT

AGENT

AGENT

SENSOR

SENSOR

AGENT

AGENTACTUATOR

PHA

USER

PROTOCOLS &

POLICIESSTREAM-

PROCESSING

REAL-TIME

PARALLEL

PROCESSING

DISTRUBUTED

COMPUTINGMACHINE

LEARNING

Small

Data

nurses

Fog with fabric switches.

SMALL Data

1. Received in STREAMING.

2. PROCESSED in The FOG on time.

3. NEVER STORED

4. STORED when:a) In the FOG the ePHAs detect an alarm event that is sent to the PHA.

b) If the user wants to store it. Max storage period 1 week.

5. ALARM EVENT PROCESSING:a) The PHA call the HPR to talk face-to-face with the user.

b) The PHA process the data to coach the user in a precise moment.

c) Both.

d) Inform MDs if it is required

e) Start administrative issues or ambulance call/emergency call.

IIK

I20

14

-Beij

ing-O

.Ferr

er-

Roca

Global health 2035: a world converging within a generation. The Lancet, Volume 382, Issue 9908, Pages 1898 - 1955, 7 December 2013

IIK

I20

14

-Beij

ing-O

.Ferr

er-

Roca

www.teide.net/cataicatai@teide.net

THANKS.

IIK

I20

14

-Beij

ing-O

.Ferr

er-

Roca

http://www.huffingtonpost.es/2014/10/04/animales-simen-johan_n_5913474.html