Presented at the 'Aspects of Digital Innovation' conference in Salford Media City, this presentation illustrates the reasons health and care is the next frontier for disruption. It describes a scenario and lists the emerging trends in this sector.
In order to leverage data for your business effectively though, you have to first develop a clear understanding of what data is and how you can efficiently make the most out of it. Infinit Datum has come up with this ultimate guide to data management in order to help you out.
Data Alchemy, Mythology and the Quest for the Perpetual Data Machine. Gam Dias
Like ocean currents and trade winds, data, big and small is continuously circulating. It is being created, harvested and processed by Data Refineries that add value and provision it.
A presentation about data disruption in insurance by Florian Douetteau (co-founder at Dataiku) during our event "Barbares Attaquent" at TheFamily, where we zoom in one industry disrupted by the barbarians from Silicon Valley.
Big Data, Trends,opportunities and some case studies( Mahmoud Khosravi)Mahmood Khosravi
Humans have been generating data for thousands of years. More recently we have seen
an amazing progression in the amount of data produced from the advent of mainframes
to client server to ERP and now everything digital. For years the overwhelming amount
of data produced was deemed useless
How financial organizations can use synthetic data to overcome data inertia |...Statice
This presentation details a way for banks and financial institutions to regain their ability to work with data safely and efficiently. It shows how privacy-preserving synthetic data helps enterprises gain agility in data operations while complying with the financial industry's data constraints.
In order to leverage data for your business effectively though, you have to first develop a clear understanding of what data is and how you can efficiently make the most out of it. Infinit Datum has come up with this ultimate guide to data management in order to help you out.
Data Alchemy, Mythology and the Quest for the Perpetual Data Machine. Gam Dias
Like ocean currents and trade winds, data, big and small is continuously circulating. It is being created, harvested and processed by Data Refineries that add value and provision it.
A presentation about data disruption in insurance by Florian Douetteau (co-founder at Dataiku) during our event "Barbares Attaquent" at TheFamily, where we zoom in one industry disrupted by the barbarians from Silicon Valley.
Big Data, Trends,opportunities and some case studies( Mahmoud Khosravi)Mahmood Khosravi
Humans have been generating data for thousands of years. More recently we have seen
an amazing progression in the amount of data produced from the advent of mainframes
to client server to ERP and now everything digital. For years the overwhelming amount
of data produced was deemed useless
How financial organizations can use synthetic data to overcome data inertia |...Statice
This presentation details a way for banks and financial institutions to regain their ability to work with data safely and efficiently. It shows how privacy-preserving synthetic data helps enterprises gain agility in data operations while complying with the financial industry's data constraints.
Why Big Data is a Top Priority for Enterprises - Infographics by RapidValueRapidValue
This is an info-graphics which tells why Big Data is a top priority for enterprises. It also predicts the size of the Big Data industry By 2017 and the industries most likely to invest in Big Data. The info-graphic also talks about the most important areas of Big Data usage and use cases for various industries.
Driving the future of big data | PromptCloudPromptCloud
The Big data & Machine Learning emerge as crucial technological assets of the future. Scare over data-driven artificial intelligence replacing human creativity.
Artificial Intelligence: What is it? Where do information professionals fit?CILIP
Director, DCision Consult Denise Carter's presentation provides an overview of artificial intelligence and looks at how it will affect information professionals
Cloud and Big Data technologies are being one of the major core components for building modern web applications and distributed systems. Initially utilized by big tech giants like Microsoft, Facebook, Google, these technologies are now being a vital part of enterprise organizations, like bank, insurance, and telecommunication companies. Microsoft MVP Ashraf Alam, along with his peer engineers from different areas of software development industries would like to share their experience gained through building large scale systems.
Electrical distributors have been collecting data on product sales and customer orders for years now. But, technology now allows for the collection, synthesis and analysis of information like never before. Under the guise of Big Data, many industries are planning and even projecting outcomes. Most distributors are only utilizing ERP data, but at what cost? This white paper walks through how members of the electrical distribution channel can plan and execute big data projects to maximize not only sales, but also stock, logistics and customer satisfaction.
Big Data analytics have increasingly gained prominence in business because it has provided beneficial insights regarding emerging trends, behaviors and preferences. Relying exclusively on analytics to address the vast majority of business uncertainties, however, is detrimental to our ability to solve problems. Madsbjerg and Rasmussen, in a WSJ article, insightfully captures the essence: “By outsourcing our thinking to Big Data, our ability to make sense of the world by careful observation begins to wither, just as you miss the feel and texture of a new city by navigating it only with the help of a GPS.”
If we are to gain a better understanding of our customers and the business itself, we must not miss “the feel and texture.” We need to see problems and opportunities in terms of human experience and capture and interpret data with a human context. We need to examine and understand how people live their lives from their own perspective, rather than from traditional business’ perspective. This applies to markets and products, as much as it applies to corporate culture because humans are complex and difficult to qualify and quantify. By using ethnographic research methods, we can uncover and understand the needs and desires – the whys and the feel and texture - that drive the emotional lives of customers.
This paper argues that business needs to combine analytics with ethnography for richer and even more valuable insights to move ahead in a global market. It also provides some suggestions on how to combine analytics with ethnography.
Lead Author: Matt Artz, Azimuth Labs
Co-author: Dr. Uldarico Rex Dumdum, Marywood University
Silicon Valley in Transition from Global Innovation SummitMark Radcliffe
Overview of the changes in startup financing in Silicon Valley including information on angel invesors, corporate venture capitalists and traditional venture capitalists by Mark Radcliffe who has represented startups in Silicon Valley for over 30 years.
Connected Farms ...and the Digital CatapultChandan Rajah
Presented at the "Towards a Connected Farm" workshop conducted by the Satellite Applications Catapult, this presentation highlights the ideas and trends while moving towards a connected farm.
Why Big Data is a Top Priority for Enterprises - Infographics by RapidValueRapidValue
This is an info-graphics which tells why Big Data is a top priority for enterprises. It also predicts the size of the Big Data industry By 2017 and the industries most likely to invest in Big Data. The info-graphic also talks about the most important areas of Big Data usage and use cases for various industries.
Driving the future of big data | PromptCloudPromptCloud
The Big data & Machine Learning emerge as crucial technological assets of the future. Scare over data-driven artificial intelligence replacing human creativity.
Artificial Intelligence: What is it? Where do information professionals fit?CILIP
Director, DCision Consult Denise Carter's presentation provides an overview of artificial intelligence and looks at how it will affect information professionals
Cloud and Big Data technologies are being one of the major core components for building modern web applications and distributed systems. Initially utilized by big tech giants like Microsoft, Facebook, Google, these technologies are now being a vital part of enterprise organizations, like bank, insurance, and telecommunication companies. Microsoft MVP Ashraf Alam, along with his peer engineers from different areas of software development industries would like to share their experience gained through building large scale systems.
Electrical distributors have been collecting data on product sales and customer orders for years now. But, technology now allows for the collection, synthesis and analysis of information like never before. Under the guise of Big Data, many industries are planning and even projecting outcomes. Most distributors are only utilizing ERP data, but at what cost? This white paper walks through how members of the electrical distribution channel can plan and execute big data projects to maximize not only sales, but also stock, logistics and customer satisfaction.
Big Data analytics have increasingly gained prominence in business because it has provided beneficial insights regarding emerging trends, behaviors and preferences. Relying exclusively on analytics to address the vast majority of business uncertainties, however, is detrimental to our ability to solve problems. Madsbjerg and Rasmussen, in a WSJ article, insightfully captures the essence: “By outsourcing our thinking to Big Data, our ability to make sense of the world by careful observation begins to wither, just as you miss the feel and texture of a new city by navigating it only with the help of a GPS.”
If we are to gain a better understanding of our customers and the business itself, we must not miss “the feel and texture.” We need to see problems and opportunities in terms of human experience and capture and interpret data with a human context. We need to examine and understand how people live their lives from their own perspective, rather than from traditional business’ perspective. This applies to markets and products, as much as it applies to corporate culture because humans are complex and difficult to qualify and quantify. By using ethnographic research methods, we can uncover and understand the needs and desires – the whys and the feel and texture - that drive the emotional lives of customers.
This paper argues that business needs to combine analytics with ethnography for richer and even more valuable insights to move ahead in a global market. It also provides some suggestions on how to combine analytics with ethnography.
Lead Author: Matt Artz, Azimuth Labs
Co-author: Dr. Uldarico Rex Dumdum, Marywood University
Silicon Valley in Transition from Global Innovation SummitMark Radcliffe
Overview of the changes in startup financing in Silicon Valley including information on angel invesors, corporate venture capitalists and traditional venture capitalists by Mark Radcliffe who has represented startups in Silicon Valley for over 30 years.
Connected Farms ...and the Digital CatapultChandan Rajah
Presented at the "Towards a Connected Farm" workshop conducted by the Satellite Applications Catapult, this presentation highlights the ideas and trends while moving towards a connected farm.
What is big data ? | Big Data ApplicationsShilpaKrishna6
Big data is similar to ‘small data’ but bigger in size. It is a term that describes the large volume of data both structured and unstructured. Big data generates value from the storage and processing of very large quantities of digital information that cannot be analyzed with traditional computing techniques
A Statistician's 'Big Tent' View on Big Data and Data Science (Version 8)Prof. Dr. Diego Kuonen
Presentation given by Dr. Diego Kuonen, CStat PStat CSci, on July 2, 2015, at 'Swiss Re' in Adliswil, Switzerland.
ABSTRACT
There is no question that big data have hit the business, government and scientific sectors. The demand for skills in data science is unprecedented in sectors where value, competitiveness and efficiency are driven by data. However, there is plenty of misleading hype around the terms 'big data' and 'data science'. This presentation gives a professional statistician's 'big tent' view on these terms, illustrates the connection between data science and statistics, and highlights some challenges and opportunities from a statistical perspective.
The presentation is also available at http://www.statoo.com/BigDataDataScience/.
“ Artificial intelligence and Big Data are two burgeoning technologies, full of promise for businesses in all industries. However, the real revolutionary potential of these two technologies is probably their convergence. Discover the possibilities offered by the alliance between Big Data and AI. “
source : www.lebigdata.fr
Spearheading Health Innovation with Internet of Things and Big DataNorAzmi Alias
Honored to be invited to talk about our role in enabling innovation in digital healthcare at recently held CRC Penang Research Day 2018, a program under Ministry of Health, Malaysia on sharing findings of research in public healthcare.
Digital Transformation—Spotlight on the Hospital: Jonathan Melnick, Lux Resea...Jill Gilbert
Digital Transformation is upending nearly every industry. Take automotive, for example, where long-standing companies are coming under siege as their core competencies of shaping and assembling steel no longer differentiate and instead digital solutions like infotainment and autonomy do. As this transformation makes further inroads in healthcare, we will look at what happens to the hospital, the departments that power it, and the medical devices used within it as accurate sensing, patient engagement, and data analytics become as important to efficient and effective health as traditional medical system and disease knowledge.
Interactive Business Intelligence for Big Data in Life SciencesPerficient, Inc.
Visual. Dynamic. Flexible. The ability to make intelligent business and clinical decisions faster is what life sciences companies want from business intelligence (BI) solutions. That's why pharmaceuticals, medical device companies, and CROs use data visualization technologies that work with a multitude of data sources across various organizational departments.
In our webinar, Perficient’s Andre Serafini, Senior Solutions Architect, discussed how you, too, can leverage analytics and reporting applications to support your BI needs. He used a cutting edge BI tool to perform several live demonstrations of real-life applications in the life sciences industry.
See how interactive, real-time BI and analytics on Big Data can be a valuable asset for your organization’s clinical, pharmacovigilance, and sales operations.
IoT & Big Data - A privacy-oriented view of the futureFacundo Mauricio
Understanding the future based on the current technology, with a focus on Big Data and Internet of Things (IoT). A discussion of privacy and personal information and how it affects us.
The Limitless Possibilities in Data Science.pdfUSDSI
The big gamut of the data science opportunities beckons you! Yield big data science career goals with the best data science certifications and skills on offer.
Building better healthcare products with AITom Winstanley
Beyond the hype of AI in health - what does it take to deliver quality products that make a difference and the #TripleWin of academic, healthcare and industrial collaborations
Business Change through Predictive AnalyticsChandan Rajah
Presented at Big Data Week, this talk highlight the importance of predictive analytics in business change. It start with exploring the reasons for a business to change followed by delve into what is predictive analytics and stitches the two together against the backdrop of the Shop Direct's journey to becoming a World Class Digital Retailer.
Business Change through Predictive AnalyticsChandan Rajah
Presented at the Big Data Analytics & Innovation Summit, November 1025, this presentation answers the question - should businesses invest in predictive analytics. It looks at Shop Direct as an example to highlight the benefits of predictive analytics.
Presented to the British High Commission, British Council and the Royal Moroccan Science Council at the Mediterranean Space of Technology and Innovation (MSTI) event held in Rabat, Morocco, this presentation describes vertical innovation and the big data science revolution. It goes on to predict the future of big data science including the Moroccan opportunity to become the data science capital of North Africa.
Presented to the British High Commission, British Council and the Royal Moroccan Science Council at the Mediterranean Space of Technology and Innovation (MSTI) event held in Rabat, Morocco, this presentation highlight the data innovation ecosystem in the UK.
Data Disruption by Vertical Innovation in MediaChandan Rajah
Presented to a forum of strategy and technology consultants specialising in the media sector, this presentation highlights the difference between horizontal and vertical innovation. It draws parallels between business intelligence and big data science in that context. It showcases examples of successful implementation of prescriptive analytics.
Data Analytics is ubiquitous. Some organisations like Netflix and Amazon are proficient in extracting significant Competitive Advantage from their while other like HP and IBM have extended this model to derive Corporate Advantage by aggregating the data layer across business units and portfolio companied. What if organisations across the sector combined their data to the elusive Sector Advantage?
Presnetated to the Digital Catapult (@DigiCatapult), this presentation aims to introduce Big Data Science and create a sense of realisation to adopt the technology.
Presented at the Digital Care Surgery in Birmingham, this presentation highlights the potential data based disruptions to the future health care industry in the form of data bases products and services.
Digital Care Surgery was host by Digital Birmingham (@DigiBrum), supported by Innovate UK (@innovate_uk), setup to support and accelerate SMEs in the health care industry.
How should an organisation with an incumbent Enterprise Data Warehouse harness the power of Big Data?
Using Sky as an example, this presentation outlays a schematic plan to achieve this synergy with minimal disruption.
Business Impact of Predictive AnalyticsChandan Rajah
Why should an organisation invest in predictive analytics? What impact could it have on my business? What metrics should I measure and track? Predictive analytics might not be the panacea to every dilemmas but it can certainly help create cross-sell and up-sell opportunities, predict and manage operations, drive brand loyalty, identify and target customers and save the planet. Business today need to harness this capability to drive value to their customers and increase intrinsic performance targets. This talks aims to highlight some aspects of business impact most realised when using predictive analytics.
Presented at a technology event, this presentation illustrates a mechanism for social triangulation with limited knowledge using Big Data technologies.
What is Big Data? What is Data Science? What are the benefits? How will they evolve in my organisation?
Built around the premise that the investment in big data is far less than the cost of not having it, this presentation made at a tech media industry event, this presentation will unveil and explore the nuances of Big Data and Data Science and their synergy forming Big Data Science. It highlights the benefits of investing in it and defines a path to their evolution within most organisations.
ICH Guidelines for Pharmacovigilance.pdfNEHA GUPTA
The "ICH Guidelines for Pharmacovigilance" PDF provides a comprehensive overview of the International Council for Harmonisation of Technical Requirements for Pharmaceuticals for Human Use (ICH) guidelines related to pharmacovigilance. These guidelines aim to ensure that drugs are safe and effective for patients by monitoring and assessing adverse effects, ensuring proper reporting systems, and improving risk management practices. The document is essential for professionals in the pharmaceutical industry, regulatory authorities, and healthcare providers, offering detailed procedures and standards for pharmacovigilance activities to enhance drug safety and protect public health.
R3 Stem Cells and Kidney Repair A New Horizon in Nephrology.pptxR3 Stem Cell
R3 Stem Cells and Kidney Repair: A New Horizon in Nephrology" explores groundbreaking advancements in the use of R3 stem cells for kidney disease treatment. This insightful piece delves into the potential of these cells to regenerate damaged kidney tissue, offering new hope for patients and reshaping the future of nephrology.
The Importance of Community Nursing Care.pdfAD Healthcare
NDIS and Community 24/7 Nursing Care is a specific type of support that may be provided under the NDIS for individuals with complex medical needs who require ongoing nursing care in a community setting, such as their home or a supported accommodation facility.
How many patients does case series should have In comparison to case reports.pdfpubrica101
Pubrica’s team of researchers and writers create scientific and medical research articles, which may be important resources for authors and practitioners. Pubrica medical writers assist you in creating and revising the introduction by alerting the reader to gaps in the chosen study subject. Our professionals understand the order in which the hypothesis topic is followed by the broad subject, the issue, and the backdrop.
https://pubrica.com/academy/case-study-or-series/how-many-patients-does-case-series-should-have-in-comparison-to-case-reports/
CRISPR-Cas9, a revolutionary gene-editing tool, holds immense potential to reshape medicine, agriculture, and our understanding of life. But like any powerful tool, it comes with ethical considerations.
Unveiling CRISPR: This naturally occurring bacterial defense system (crRNA & Cas9 protein) fights viruses. Scientists repurposed it for precise gene editing (correction, deletion, insertion) by targeting specific DNA sequences.
The Promise: CRISPR offers exciting possibilities:
Gene Therapy: Correcting genetic diseases like cystic fibrosis.
Agriculture: Engineering crops resistant to pests and harsh environments.
Research: Studying gene function to unlock new knowledge.
The Peril: Ethical concerns demand attention:
Off-target Effects: Unintended DNA edits can have unforeseen consequences.
Eugenics: Misusing CRISPR for designer babies raises social and ethical questions.
Equity: High costs could limit access to this potentially life-saving technology.
The Path Forward: Responsible development is crucial:
International Collaboration: Clear guidelines are needed for research and human trials.
Public Education: Open discussions ensure informed decisions about CRISPR.
Prioritize Safety and Ethics: Safety and ethical principles must be paramount.
CRISPR offers a powerful tool for a better future, but responsible development and addressing ethical concerns are essential. By prioritizing safety, fostering open dialogue, and ensuring equitable access, we can harness CRISPR's power for the benefit of all. (2998 characters)
Telehealth Psychology Building Trust with Clients.pptxThe Harvest Clinic
Telehealth psychology is a digital approach that offers psychological services and mental health care to clients remotely, using technologies like video conferencing, phone calls, text messaging, and mobile apps for communication.
Antibiotic Stewardship by Anushri Srivastava.pptxAnushriSrivastav
Stewardship is the act of taking good care of something.
Antimicrobial stewardship is a coordinated program that promotes the appropriate use of antimicrobials (including antibiotics), improves patient outcomes, reduces microbial resistance, and decreases the spread of infections caused by multidrug-resistant organisms.
WHO launched the Global Antimicrobial Resistance and Use Surveillance System (GLASS) in 2015 to fill knowledge gaps and inform strategies at all levels.
ACCORDING TO apic.org,
Antimicrobial stewardship is a coordinated program that promotes the appropriate use of antimicrobials (including antibiotics), improves patient outcomes, reduces microbial resistance, and decreases the spread of infections caused by multidrug-resistant organisms.
ACCORDING TO pewtrusts.org,
Antibiotic stewardship refers to efforts in doctors’ offices, hospitals, long term care facilities, and other health care settings to ensure that antibiotics are used only when necessary and appropriate
According to WHO,
Antimicrobial stewardship is a systematic approach to educate and support health care professionals to follow evidence-based guidelines for prescribing and administering antimicrobials
In 1996, John McGowan and Dale Gerding first applied the term antimicrobial stewardship, where they suggested a causal association between antimicrobial agent use and resistance. They also focused on the urgency of large-scale controlled trials of antimicrobial-use regulation employing sophisticated epidemiologic methods, molecular typing, and precise resistance mechanism analysis.
Antimicrobial Stewardship(AMS) refers to the optimal selection, dosing, and duration of antimicrobial treatment resulting in the best clinical outcome with minimal side effects to the patients and minimal impact on subsequent resistance.
According to the 2019 report, in the US, more than 2.8 million antibiotic-resistant infections occur each year, and more than 35000 people die. In addition to this, it also mentioned that 223,900 cases of Clostridoides difficile occurred in 2017, of which 12800 people died. The report did not include viruses or parasites
VISION
Being proactive
Supporting optimal animal and human health
Exploring ways to reduce overall use of antimicrobials
Using the drugs that prevent and treat disease by killing microscopic organisms in a responsible way
GOAL
to prevent the generation and spread of antimicrobial resistance (AMR). Doing so will preserve the effectiveness of these drugs in animals and humans for years to come.
being to preserve human and animal health and the effectiveness of antimicrobial medications.
to implement a multidisciplinary approach in assembling a stewardship team to include an infectious disease physician, a clinical pharmacist with infectious diseases training, infection preventionist, and a close collaboration with the staff in the clinical microbiology laboratory
to prevent antimicrobial overuse, misuse and abuse.
to minimize the developme
Navigating Challenges: Mental Health, Legislation, and the Prison System in B...Guillermo Rivera
This conference will delve into the intricate intersections between mental health, legal frameworks, and the prison system in Bolivia. It aims to provide a comprehensive overview of the current challenges faced by mental health professionals working within the legislative and correctional landscapes. Topics of discussion will include the prevalence and impact of mental health issues among the incarcerated population, the effectiveness of existing mental health policies and legislation, and potential reforms to enhance the mental health support system within prisons.
CHAPTER 1 SEMESTER V - ROLE OF PEADIATRIC NURSE.pdfSachin Sharma
Pediatric nurses play a vital role in the health and well-being of children. Their responsibilities are wide-ranging, and their objectives can be categorized into several key areas:
1. Direct Patient Care:
Objective: Provide comprehensive and compassionate care to infants, children, and adolescents in various healthcare settings (hospitals, clinics, etc.).
This includes tasks like:
Monitoring vital signs and physical condition.
Administering medications and treatments.
Performing procedures as directed by doctors.
Assisting with daily living activities (bathing, feeding).
Providing emotional support and pain management.
2. Health Promotion and Education:
Objective: Promote healthy behaviors and educate children, families, and communities about preventive healthcare.
This includes tasks like:
Administering vaccinations.
Providing education on nutrition, hygiene, and development.
Offering breastfeeding and childbirth support.
Counseling families on safety and injury prevention.
3. Collaboration and Advocacy:
Objective: Collaborate effectively with doctors, social workers, therapists, and other healthcare professionals to ensure coordinated care for children.
Objective: Advocate for the rights and best interests of their patients, especially when children cannot speak for themselves.
This includes tasks like:
Communicating effectively with healthcare teams.
Identifying and addressing potential risks to child welfare.
Educating families about their child's condition and treatment options.
4. Professional Development and Research:
Objective: Stay up-to-date on the latest advancements in pediatric healthcare through continuing education and research.
Objective: Contribute to improving the quality of care for children by participating in research initiatives.
This includes tasks like:
Attending workshops and conferences on pediatric nursing.
Participating in clinical trials related to child health.
Implementing evidence-based practices into their daily routines.
By fulfilling these objectives, pediatric nurses play a crucial role in ensuring the optimal health and well-being of children throughout all stages of their development.
CHAPTER 1 SEMESTER V - ROLE OF PEADIATRIC NURSE.pdf
Health Innovation and the Digital Catapult
1. Health Innovation
Chandan Rajah
Technology Expert and Advisor
Big Data & Internet of Things
chandan.rajah@cde.catapult.org.uk
@ChandanRajah
… and the Digital
Catapult
#IAmMyData
2. what is the digital catapult ?
Not for Profit Organisation Funded by Innovate UK
Stimulate the Digital Economy
Unlock Value from DataHelp New Businesses Faster and more Trusted Ways
Collaborate Unlock Accelerate> >
One of Seven
Rapidly Advance UK’s best Digital Ideas
“Innovation without commercialisation is like a car without an engine” – Vince Cable
#IAmMyData
3. dimensions of focus
1.
Personal, Data Privacy & Trust
“find new ways for technologists to work with data whilst safeguarding individual privacy and security”
2.
Unlocking Proprietary & Diverse Data
“making information useable by creating ways for innovators to exploit the full potential of closed data sets”
3.
Internet of Things
“accelerate the prototyping of future products by giving innovators advance access to new technology”
4.
Creative Innovation
“reduce licensing friction to create a new business-friendly online marketplace for re-use of content”
#IAmMyData
4. digital health & the data value chain
generation transport knowledge output value
Digital Health
across all four dimensions of focus
#IAmMyData
5. 5
health care is the next frontier for disruption
PEOPLE CONDITION PROCEDURE REMEDY
“£80 billion spent on health care in the UK ~ 7% GDP
$1.1 trillion spent on health care in the US ~ 10% GDP” - WHO
“$800 billion of value locked in health care data
6 – 8% unlocked today” – McKinsey & Co.
#IAmMyData
15. 15
data you know
data you don’t know
questionsyou’reasking
questionsyou’renotasking
Data Analysis
Data Science
reporting & description
discovery & prediction
DATA MODELLING
Y F( X, random noise, parameters)
ALGORITHMIC MODELLING
Y [ BLACK BOX ] X
enter big data science
16. 16
#IAmMyData
today, tomorrow, RIKUP & beyond
R
REPORTING
I
INFORMATION
K
KNOWLEDGE
P
PREDICTION
U
UNDERSTANDING
PAST FUTURE
CARE RECORDS
PROACTIVE FUTURE
CARE
IDENTIFY WRONG CARE
CARE MONITORING
REACTIVE HEALING
CLINICAL PATHWAYS
TREATMENT EFFICIENCY
COMPLEX
INTERACTIONS
PREVENTIVE REMEDY
CARE SIMULATION
17. trends
more data volunteered; more value demanded
data producers become consumers; care communities
needle in a haystack; early warning systems
transparency increases; proactive intervention
independence to interdependence; rise of the machines
advent of autonomous care; self administration