This was presented at Health 2.0's HxRefactored 2014 Conference in Brooklyn.
Background:
* Many enterprise apps are being built these days, but most are designed to work as a stand alone system similar to consumer apps
* Healthcare-specific software engineering and integration tools are going to do more harm than good (industry-neutral is better).
Key Takeaways:
* Any enterprise app which acts like a consumer app that doesn’t integrate well into hospital or ambulatory systems and workflows is doomed
* There’s nothing unique about health IT data that justifies complex, expensive, or special technology.
* There’s a lot unique about healthcare workflows that require common technologies to be adapted properly.
Reasons Why Health Data is Poorly Integrated Today and What We Can Do About ItShahid Shah
Presented at the 3rd Annual Open Source EHR Summit - Key takeaways:
* Any enterprise app which acts like a consumer app that doesn’t integrate well into hospital or ambulatory systems and workflows is doomed
* There’s nothing unique about health IT data that justifies complex, expensive, or special technology.
* There’s a lot unique about healthcare workflows that require common technologies to be adapted properly.
Architecting, designing and building medical devices in an outcomes focused B...Shahid Shah
Keeping your medical device designs relevant in an era of value based and outcome driven care is not easy. In this talk, I cover the following topics:
* “Connected EHRs”, device interoperability, and “Accountable Tech” are the future of med devices
* Hardware, sensors, and software are transient businesses but data lives forever. He who owns, integrates, and uses data wins in the end.
* Data from devices is too important and specialized to be left to software vendors, managed service providers, and system integrators.
OSEHRA Summit 2012 Lunch Keynote: Current health IT systems integrate poorly ...Shahid Shah
OSEHRA Summit 2012 Lunch Keynote - The Myth of Health Data Integration Complexity. This is an opinionated look at why current health IT systems integrate poorly and how it’s a big opportunity for the OSEHRA Community.
Background:
* A deluge of healthcare data is being created as we digitize biology, chemistry, and physics.
* Data changes the questions we ask and it can actually democratize and improve the science of medicine, if we let it.
* While cures are the only real miracles of medicine, big data can help solve intractable problems and lead to more cures.
* Healthcare-focused software engineering is going to do more harm than good (industry-neutral is better).
Key takeaways:
* Major opportunity for systems integrators
* Applications come and go, data lives forever. He who owns, integrates, and uses data wins in the end.
* Never leave your data in the hands of an application/system vendor.
* There’s nothing special about health IT data that justifies complex, expensive, or special technology.
* Spend freely on multiple systems and integration-friendly solutions.
Building safety-critical medical device platforms and Meaningful Use EHR gate...Shahid Shah
This is an in depth technical presentation delivered at OSCon 2012 on how to define, design, and build modern safety-critical medical device platforms and Meaningful Use compliant EHR gateways. The talk starts with a quick background on comparative effective research (CER) and patient-centered outcomes research (PCOR) and the kinds of data the government is looking to leverage in the future to help reduce healthcare costs and improve health outcomes. After defining why data is important, the workshop will cover the different techniques for collecting medical data – such as directly from a patient, through healthcare professionals, through labs, and finally through medical devices; the presentation will cover which kinds of data are easy to collect and what are more difficult and how technical challenges to collection can be overcome.
After covering the data collection area the workshop will dive deep into a modern medical device platform architecture which the speaker calls “The Ultimate Medical Device Connectivity Architecture” – providing an in-depth overview and answering questions around architecture, specifications, and design or modern (connected) medical devices.
Presentations of open source software and other inexpensive design techniques for implementing connected architectures will be covered. Finally, the talk will cover details about medical device gateways, what new Meaningful Use rules might require when connecting EHRs to gateways, and how to design and architect gateways that can stand the test of time and be interoperable over the long haul.
How to Use Open Source Technologies in Safety-critical Digital Health Applica...Shahid Shah
Presented at 3rd Annual Open Source EHR Summit - Key Takeaways:
* Outcomes driven care (vs. fees for service or volume driven care) is in our future
* Because outcomes now matter more than ever, open source digital health solutions are even more important
* There are new realities of patient populations driving open source even faster
* How to use open source reliably and and securely in a safety-critical environment like medical devices
How to emrace risk-based Security management in a compliance-driven cultureShahid Shah
This lecture was presented at the IEEE ITPC at the Trenton Computer Festival on March 16.
Security and Regulatory Compliance aren’t the same thing – but they’re often confused. When you’re working in a government, healthcare, or financial environment there’s a tendency to think that if you’re FISMA-compliant or HIPAA-compliant or any other X-compliant that you must have good security.
However, sophisticated risk management and real security don’t have much to do with compliance and you can actually great security and be non-compliant with regulatory requirements as well be fully compliant but not secure. This talk, led by Security guru Shahid Shah, will talk about how make sure risk-based security management is properly incorporate into compliance-driven cultures.
Reasons Why Health Data is Poorly Integrated Today and What We Can Do About ItShahid Shah
Presented at the 3rd Annual Open Source EHR Summit - Key takeaways:
* Any enterprise app which acts like a consumer app that doesn’t integrate well into hospital or ambulatory systems and workflows is doomed
* There’s nothing unique about health IT data that justifies complex, expensive, or special technology.
* There’s a lot unique about healthcare workflows that require common technologies to be adapted properly.
Architecting, designing and building medical devices in an outcomes focused B...Shahid Shah
Keeping your medical device designs relevant in an era of value based and outcome driven care is not easy. In this talk, I cover the following topics:
* “Connected EHRs”, device interoperability, and “Accountable Tech” are the future of med devices
* Hardware, sensors, and software are transient businesses but data lives forever. He who owns, integrates, and uses data wins in the end.
* Data from devices is too important and specialized to be left to software vendors, managed service providers, and system integrators.
OSEHRA Summit 2012 Lunch Keynote: Current health IT systems integrate poorly ...Shahid Shah
OSEHRA Summit 2012 Lunch Keynote - The Myth of Health Data Integration Complexity. This is an opinionated look at why current health IT systems integrate poorly and how it’s a big opportunity for the OSEHRA Community.
Background:
* A deluge of healthcare data is being created as we digitize biology, chemistry, and physics.
* Data changes the questions we ask and it can actually democratize and improve the science of medicine, if we let it.
* While cures are the only real miracles of medicine, big data can help solve intractable problems and lead to more cures.
* Healthcare-focused software engineering is going to do more harm than good (industry-neutral is better).
Key takeaways:
* Major opportunity for systems integrators
* Applications come and go, data lives forever. He who owns, integrates, and uses data wins in the end.
* Never leave your data in the hands of an application/system vendor.
* There’s nothing special about health IT data that justifies complex, expensive, or special technology.
* Spend freely on multiple systems and integration-friendly solutions.
Building safety-critical medical device platforms and Meaningful Use EHR gate...Shahid Shah
This is an in depth technical presentation delivered at OSCon 2012 on how to define, design, and build modern safety-critical medical device platforms and Meaningful Use compliant EHR gateways. The talk starts with a quick background on comparative effective research (CER) and patient-centered outcomes research (PCOR) and the kinds of data the government is looking to leverage in the future to help reduce healthcare costs and improve health outcomes. After defining why data is important, the workshop will cover the different techniques for collecting medical data – such as directly from a patient, through healthcare professionals, through labs, and finally through medical devices; the presentation will cover which kinds of data are easy to collect and what are more difficult and how technical challenges to collection can be overcome.
After covering the data collection area the workshop will dive deep into a modern medical device platform architecture which the speaker calls “The Ultimate Medical Device Connectivity Architecture” – providing an in-depth overview and answering questions around architecture, specifications, and design or modern (connected) medical devices.
Presentations of open source software and other inexpensive design techniques for implementing connected architectures will be covered. Finally, the talk will cover details about medical device gateways, what new Meaningful Use rules might require when connecting EHRs to gateways, and how to design and architect gateways that can stand the test of time and be interoperable over the long haul.
How to Use Open Source Technologies in Safety-critical Digital Health Applica...Shahid Shah
Presented at 3rd Annual Open Source EHR Summit - Key Takeaways:
* Outcomes driven care (vs. fees for service or volume driven care) is in our future
* Because outcomes now matter more than ever, open source digital health solutions are even more important
* There are new realities of patient populations driving open source even faster
* How to use open source reliably and and securely in a safety-critical environment like medical devices
How to emrace risk-based Security management in a compliance-driven cultureShahid Shah
This lecture was presented at the IEEE ITPC at the Trenton Computer Festival on March 16.
Security and Regulatory Compliance aren’t the same thing – but they’re often confused. When you’re working in a government, healthcare, or financial environment there’s a tendency to think that if you’re FISMA-compliant or HIPAA-compliant or any other X-compliant that you must have good security.
However, sophisticated risk management and real security don’t have much to do with compliance and you can actually great security and be non-compliant with regulatory requirements as well be fully compliant but not secure. This talk, led by Security guru Shahid Shah, will talk about how make sure risk-based security management is properly incorporate into compliance-driven cultures.
The biggest opportunities in digital health for Turkey's Medical Sector Shahid Shah
This was presented at the Digital Health Summit Turkey 2014 in Istanbul. It is an American healthcare expert's viewpoint on what should matter to Turkey based on lessons from the USA. Designed for a mixed audience of providers, pharma, and bio entrepreneurs and executives.
Med Device Vendors Have Big Opportunities in Health IT Software, Services, an...Shahid Shah
If you’re in the medical device manufacturing or hardware sales business your revenue growth (CAGR) is under pressure like never before. You’re being asked to do more with less but you’re probably going to find that hard to accomplish because of one or more of the following challenges:
* Longer product development timelines caused by more FDA and other government regulations
* Increased demand by customers to have your devices deliver user experiences that are more like “consumer” devices such as cell phones and tablets
* Lower margins as a reaction to commodity competition (your sensor hardware business will be commoditized faster and faster over time)
* More complex and longer sales cycles because devices are now being approved for sale not by facilities and clinical executives alone but increasingly by CIOs and IT teams
* Increased cost of risk management and compliance caused by connectivity requirements
Any one of these challenges is difficult to meet but these days you’re probably being asked to meet more than one simultaneously. The solutions are not simple but the good news is that medical device manufacturers have many revenue generation opportunities today that can fund the new strategic imperatives you’ll need to put into place to meet the challenges listed above.
This briefing, presented by Netspective CEO Shahid Shah, describes some of the opportunities and how device vendors can take advantage of them.
How to Use Open Source Technologies in Safety-critical Medical Device PlatformsShahid Shah
There is a great deal of fear and angst in the medical device vendor community about the use open source in safety-critical products. This presentation provides advice on why the fear is misplaced and how to proceed with using open source in safety-critical medical devices.
CHC Briefing: OSEHRA is a great business opportunity for healthcare IT ISVs a...Shahid Shah
An opinionated look at why current health IT systems integrate poorly and how it’s a big opportunity for the OSEHRA Community
Topics Covered:
* An overview of VA, VHA, VistA, and OSEHRA
* The macro healthcare environment and why OSEHRA is am important participant
* What’s needed by the industry that OSEHRA can provide
Key takeaways:
* OSEHRA is major business opportunity for ISVs and systems integrators
* There’s nothing special about health IT data that justifies complex, expensive, or special technology
The shift from Fee for Service to Outcomes-Driven care means huge opportuniti...Shahid Shah
I presented this opinionated look at why the Medicare Shared Savings plans, ACOs and other outcomes-driven payment models are being promoted over fee for service (FFS) models and what that means for service providers and integrators. Evidence driven healthcare is required to help reduce costs and data drives evidence – the problem is that institutions are having trouble pulling together all the data they need. Current health IT systems integrate poorly and anyone that can improve that data integration to help with pricing transparency, cost transparency, care coordination, and population health management will have work for years.
Open Source is a great opportunity for EHR, Digital Health, and Health IT Int...Shahid Shah
Presented at the OSEHRA Summit 2014, this talk focused on:
* OSEHRA is major business opportunity for ISVs and systems integrators
* Open source software and associated business models can satisfy most needs.
* There’s nothing special about health IT data that justifies complex, expensive, or special technology.
How medical devices help fill EHRs with clinically useful data for comparative effectiveness research and data interoperability. This talk was given at the IEEE Baltimore Section EMB Society
Reasons why health data is poorly integrated today and what we can do about itShahid Shah
Presented at StrataRX 2012: http://strataconf.com/rx2012/public/schedule/detail/25953
While the entire healthcare community, for decades, has been clamoring for, cajoling, and demanding integration of its IT systems, we’re actually in a pretty elementary stage when it comes to useful, practical, health IT systems integration beyond on-premise and in-building hospital software. Our problem in the industry is not that engineers don’t know how to create the right technology solutions or that somehow we have a big governance problem; while those are certainly issues in certain settings, the real cross-industry issue is much bigger – our approach to integration is decades old, opaque, and rewards closed systems.
For decades, starting in the 50’s through the mid 90’s before the web / Internet came along, systems integration meant that every system had to know about each other in advance, decide on what data they would share, engage in governance meetings, have memoranda of understanding or contracts in place, etc. After the web came along, most of that was thrown out the window because the approach changed to one that said the owner of the data provides whatever they decide (e.g. through a web server) and whoever wants it will be provided secure access and they can come get it (e.g. through a browser or HTTP client). This kind of revolutionary approach in systems integration is what the health IT and medical device sectors are sorely lacking and something that ONC can help promote.
Specifically, the following things are holding us back when it comes to poor integration in healthcare and what future EHRs can do about it:
• We don’t support shared identities, single sign on (SSO), and industry-neutral authentication and authorization. Most health IT systems create their own custom logins and identities for its users including roles, permissions, access controls, etc. stored in an opaque part of their own proprietary database. ONC should mandate that all future EHRs use industry-neutral and well supported identity management technologies so that each system has a least the ability to share identities. Without identity sharing and exchange there can be no easy and secure application integration capabilities no matter how good the formats are. I’m continually surprised how little attention is paid to this cornerstone of application integration. There are very nice open identity exchange protocols, such as SAML, OpenID, and oAuth as well as open roles and permissions management protocols such as XACML that make identity and permission sharing possible. Free open source tools such as OpenAM, Apache Directory, OpenLDAP, Shibboleth, and many commercial vendors have drop-in tools to make it almost trivial to do identity sharing, SSO, and RBAC.
The Myth of Health Data Integration ComplexityShahid Shah
At Health:Refactored (San Francisco) I presented a practical and technical look at why current health IT systems integrate poorly and how we can fix it.
Life expectancy is increasing and what used to kill humans 100 years ago is very different than what kills humans today and that patients need to be empowered more to improve their own health. This talk was given at the IEEE Baltimore Section EMB Society
OSEHRA is a Great Business Opportunity for Systems IntegratorsShahid Shah
This is an opinionated look at why current health IT systems integrate poorly and how it’s a big opportunity for the systems integrators to profit from supporting the OSEHRA Community.
Background:
* EHRs are not the center of the healthcare data ecosystem.
* Applications come and go, data lives forever. He who owns, integrates, and uses data wins in the end.
* Never leave data in the hands of the application only.
Key takeaways:
* OSEHRA is major business opportunity for ISVs and systems integrators
* There’s nothing special about health IT data that justifies complex, expensive, or special technology.
What’s next for healthcare information technology innovation?Shahid Shah
This is a summary of a talk I gave at the Vanderbilt Healthcare Conference 2012 in Nashville.
It focused on answering a couple of key questions:
* What does innovation in healthcare mean?
* Where are the major areas in healthcare where innovation is required?
And had a few key takeaways:
* Understand health tech buy fallacies
* Understand PBU: Payer vs. Benefiter vs. User
* Understand why healthcare businesses buy stuff so you can build the right thing
Achieve Internet VP of Operations Marc Hermsmeyer and Dexcom Inc., Senior Marketing Manager Tom Hall speak about technology solutions for the Healthcare Industry using Open Source software, such as Drupal.
The Government is forcing technology innovation within the Healthcare industry yet there are very few solutions out there that are tailored for the specific requirements and needs of the Healthcare market. In past experiences with Dexcom and other Healthcare clients Achieve has leveraged the power of Drupal to create powerful solutions that drive patient outcomes, improve workflows, and remain compliant with rigorous regulatory requirements.
This presentation shines a light on the technology needs of the Healthcare market and how Drupal can meet those needs.
Mergers, acquisitions, and partnerships dramatically reducing it consolidati...Health Catalyst
Please join Dale Sanders, President of Health Catalyst Technology, in this webinar as he explains his experiences, observations, and advice about the use of an EDW or DOS to reduce the costs of IT integration in healthcare M&A and rapidly increase the value proposition of the new organization. Dale has a diverse background in complex data environments and decision support, spanning three decades in the US Air Force, National Security Agency, and as a CIO in healthcare.
Service oriented architecture (SOA) deserves service oriented dataShahid Shah
Centralized, monolithic databases primarily built using relational approaches have ruled for decades; they’ve given us tremendous advances such as vertically scaled business-critical transactional systems and web applications. The next generation of microapps, microservices, and web widgets demand a scale that vertical scale application-centric relational databases are having difficulty with so we need to move to a more service-oriented database approach in which even small services like those that service patients in a patient portal or specific modules of EHRs can and should have their own databases.
This talk encourages the idea of service-focused databases and how they differ from application-centric databases; using this new approach allows faster delivery of applications, less coupling, and better scalability. Healthcare and biomedical databases are notoriously complex and no single database technology can serve its needs so we need a more service-oriented approach to database design.
You’ll learn how to choose the right database technology for each service, how to model service-oriented databases differently than application-oriented ones, and how to keep service databases running smoothly.
The biggest opportunities in digital health for Turkey's Medical Sector Shahid Shah
This was presented at the Digital Health Summit Turkey 2014 in Istanbul. It is an American healthcare expert's viewpoint on what should matter to Turkey based on lessons from the USA. Designed for a mixed audience of providers, pharma, and bio entrepreneurs and executives.
Med Device Vendors Have Big Opportunities in Health IT Software, Services, an...Shahid Shah
If you’re in the medical device manufacturing or hardware sales business your revenue growth (CAGR) is under pressure like never before. You’re being asked to do more with less but you’re probably going to find that hard to accomplish because of one or more of the following challenges:
* Longer product development timelines caused by more FDA and other government regulations
* Increased demand by customers to have your devices deliver user experiences that are more like “consumer” devices such as cell phones and tablets
* Lower margins as a reaction to commodity competition (your sensor hardware business will be commoditized faster and faster over time)
* More complex and longer sales cycles because devices are now being approved for sale not by facilities and clinical executives alone but increasingly by CIOs and IT teams
* Increased cost of risk management and compliance caused by connectivity requirements
Any one of these challenges is difficult to meet but these days you’re probably being asked to meet more than one simultaneously. The solutions are not simple but the good news is that medical device manufacturers have many revenue generation opportunities today that can fund the new strategic imperatives you’ll need to put into place to meet the challenges listed above.
This briefing, presented by Netspective CEO Shahid Shah, describes some of the opportunities and how device vendors can take advantage of them.
How to Use Open Source Technologies in Safety-critical Medical Device PlatformsShahid Shah
There is a great deal of fear and angst in the medical device vendor community about the use open source in safety-critical products. This presentation provides advice on why the fear is misplaced and how to proceed with using open source in safety-critical medical devices.
CHC Briefing: OSEHRA is a great business opportunity for healthcare IT ISVs a...Shahid Shah
An opinionated look at why current health IT systems integrate poorly and how it’s a big opportunity for the OSEHRA Community
Topics Covered:
* An overview of VA, VHA, VistA, and OSEHRA
* The macro healthcare environment and why OSEHRA is am important participant
* What’s needed by the industry that OSEHRA can provide
Key takeaways:
* OSEHRA is major business opportunity for ISVs and systems integrators
* There’s nothing special about health IT data that justifies complex, expensive, or special technology
The shift from Fee for Service to Outcomes-Driven care means huge opportuniti...Shahid Shah
I presented this opinionated look at why the Medicare Shared Savings plans, ACOs and other outcomes-driven payment models are being promoted over fee for service (FFS) models and what that means for service providers and integrators. Evidence driven healthcare is required to help reduce costs and data drives evidence – the problem is that institutions are having trouble pulling together all the data they need. Current health IT systems integrate poorly and anyone that can improve that data integration to help with pricing transparency, cost transparency, care coordination, and population health management will have work for years.
Open Source is a great opportunity for EHR, Digital Health, and Health IT Int...Shahid Shah
Presented at the OSEHRA Summit 2014, this talk focused on:
* OSEHRA is major business opportunity for ISVs and systems integrators
* Open source software and associated business models can satisfy most needs.
* There’s nothing special about health IT data that justifies complex, expensive, or special technology.
How medical devices help fill EHRs with clinically useful data for comparative effectiveness research and data interoperability. This talk was given at the IEEE Baltimore Section EMB Society
Reasons why health data is poorly integrated today and what we can do about itShahid Shah
Presented at StrataRX 2012: http://strataconf.com/rx2012/public/schedule/detail/25953
While the entire healthcare community, for decades, has been clamoring for, cajoling, and demanding integration of its IT systems, we’re actually in a pretty elementary stage when it comes to useful, practical, health IT systems integration beyond on-premise and in-building hospital software. Our problem in the industry is not that engineers don’t know how to create the right technology solutions or that somehow we have a big governance problem; while those are certainly issues in certain settings, the real cross-industry issue is much bigger – our approach to integration is decades old, opaque, and rewards closed systems.
For decades, starting in the 50’s through the mid 90’s before the web / Internet came along, systems integration meant that every system had to know about each other in advance, decide on what data they would share, engage in governance meetings, have memoranda of understanding or contracts in place, etc. After the web came along, most of that was thrown out the window because the approach changed to one that said the owner of the data provides whatever they decide (e.g. through a web server) and whoever wants it will be provided secure access and they can come get it (e.g. through a browser or HTTP client). This kind of revolutionary approach in systems integration is what the health IT and medical device sectors are sorely lacking and something that ONC can help promote.
Specifically, the following things are holding us back when it comes to poor integration in healthcare and what future EHRs can do about it:
• We don’t support shared identities, single sign on (SSO), and industry-neutral authentication and authorization. Most health IT systems create their own custom logins and identities for its users including roles, permissions, access controls, etc. stored in an opaque part of their own proprietary database. ONC should mandate that all future EHRs use industry-neutral and well supported identity management technologies so that each system has a least the ability to share identities. Without identity sharing and exchange there can be no easy and secure application integration capabilities no matter how good the formats are. I’m continually surprised how little attention is paid to this cornerstone of application integration. There are very nice open identity exchange protocols, such as SAML, OpenID, and oAuth as well as open roles and permissions management protocols such as XACML that make identity and permission sharing possible. Free open source tools such as OpenAM, Apache Directory, OpenLDAP, Shibboleth, and many commercial vendors have drop-in tools to make it almost trivial to do identity sharing, SSO, and RBAC.
The Myth of Health Data Integration ComplexityShahid Shah
At Health:Refactored (San Francisco) I presented a practical and technical look at why current health IT systems integrate poorly and how we can fix it.
Life expectancy is increasing and what used to kill humans 100 years ago is very different than what kills humans today and that patients need to be empowered more to improve their own health. This talk was given at the IEEE Baltimore Section EMB Society
OSEHRA is a Great Business Opportunity for Systems IntegratorsShahid Shah
This is an opinionated look at why current health IT systems integrate poorly and how it’s a big opportunity for the systems integrators to profit from supporting the OSEHRA Community.
Background:
* EHRs are not the center of the healthcare data ecosystem.
* Applications come and go, data lives forever. He who owns, integrates, and uses data wins in the end.
* Never leave data in the hands of the application only.
Key takeaways:
* OSEHRA is major business opportunity for ISVs and systems integrators
* There’s nothing special about health IT data that justifies complex, expensive, or special technology.
What’s next for healthcare information technology innovation?Shahid Shah
This is a summary of a talk I gave at the Vanderbilt Healthcare Conference 2012 in Nashville.
It focused on answering a couple of key questions:
* What does innovation in healthcare mean?
* Where are the major areas in healthcare where innovation is required?
And had a few key takeaways:
* Understand health tech buy fallacies
* Understand PBU: Payer vs. Benefiter vs. User
* Understand why healthcare businesses buy stuff so you can build the right thing
Achieve Internet VP of Operations Marc Hermsmeyer and Dexcom Inc., Senior Marketing Manager Tom Hall speak about technology solutions for the Healthcare Industry using Open Source software, such as Drupal.
The Government is forcing technology innovation within the Healthcare industry yet there are very few solutions out there that are tailored for the specific requirements and needs of the Healthcare market. In past experiences with Dexcom and other Healthcare clients Achieve has leveraged the power of Drupal to create powerful solutions that drive patient outcomes, improve workflows, and remain compliant with rigorous regulatory requirements.
This presentation shines a light on the technology needs of the Healthcare market and how Drupal can meet those needs.
Mergers, acquisitions, and partnerships dramatically reducing it consolidati...Health Catalyst
Please join Dale Sanders, President of Health Catalyst Technology, in this webinar as he explains his experiences, observations, and advice about the use of an EDW or DOS to reduce the costs of IT integration in healthcare M&A and rapidly increase the value proposition of the new organization. Dale has a diverse background in complex data environments and decision support, spanning three decades in the US Air Force, National Security Agency, and as a CIO in healthcare.
Service oriented architecture (SOA) deserves service oriented dataShahid Shah
Centralized, monolithic databases primarily built using relational approaches have ruled for decades; they’ve given us tremendous advances such as vertically scaled business-critical transactional systems and web applications. The next generation of microapps, microservices, and web widgets demand a scale that vertical scale application-centric relational databases are having difficulty with so we need to move to a more service-oriented database approach in which even small services like those that service patients in a patient portal or specific modules of EHRs can and should have their own databases.
This talk encourages the idea of service-focused databases and how they differ from application-centric databases; using this new approach allows faster delivery of applications, less coupling, and better scalability. Healthcare and biomedical databases are notoriously complex and no single database technology can serve its needs so we need a more service-oriented approach to database design.
You’ll learn how to choose the right database technology for each service, how to model service-oriented databases differently than application-oriented ones, and how to keep service databases running smoothly.
Watch here: https://bit.ly/2D1fqB6
Today’s evolving data landscape has spawned new business challenges that require innovative solutions. These challenges include:
- Strategic decision-making, which relies on multiple perspectives such as social and economic factors that require combining internal and external data.
- Accounting for the increased volume and structural complexity of today’s data, and increased frequency required in delivering data assets.
- Coping with data silos that house data that must be combined and provisioned to support decision-making.
- Exposing purpose-built analytics, such as supply chain, for consumption in order to expedite decision-making.
Attend this session to learn how Data as a Service, fueled by data virtualization, overcomes these common challenges from the three dimensions of:
- Provisioning information-rich external data assets,
- Connecting data silos, and
- Enabling pre-built and packaged analytics.
Business Intelligence is more than just pretty visualsVincent Woon
Holistics is cloud BI that powers the data operations for businesses. We are self-funded, and our customers in the region include both young startups to large tech companies like Grab, Traveloka, Line Games, 99co, e27 and ShopBack.
We want to help people learn how to work with data, and make data work for them.
Companies ask questions from their data in the form of charts or numbers on a regular or adhoc basis. However, the process of preparing these data and reports is repetitive and time consuming. Data is also stored across different online applications which makes it difficult to have a single view of reporting.
Holistics automates the data pipeline process from source data to insights, reducing the time data teams spend preparing reports. Users can schedule email reports to be sent, or setup thresholds to notify them about changes in their business data.
There is a workspace for SQL analysts and data scientists to query, transform, and share datasets easily with each other. They can also troubleshoot slow-running queries on the fly without technical help.
Each Holistics dashboard can also be embedded in your in-house application, which reduces the time and effort for engineers to provide dashboards for their customers.
https://www.golodiuk.com/service/about-enterprise-integration
Introduction to Enterprise Integration as one of the very crucial and sometimes even a necessary part of many IT solutions for business.
8 Steps to BI Success - Choosing The Ideal Business Intelligence SolutionChristian Ofori-Boateng
No pressure - but the BI solution you invest in today has far-reaching implications for your organization's success tomorrow.
- With dozens of Business Intelligence solutions available, what are the 'must-haves' in BI tools?
- What features will bring you the quickest time to value plus meet the flexibility and budgetary needs for your organization?
- How will this satisfy your Business Intelligence needs?
- Where does this fit into your Business Intelligence Strategy and Roadmap?
Strap on those crampons as we scale those eight essential steps to take in making your big decision - let's get your company equipped for the future, and performing at its peak!
Augmentation, Collaboration, Governance: Defining the Future of Self-Service BIDenodo
Watch full webinar here: https://bit.ly/3zVJRRf
According to Dresner Advisory’s 2020 Self-Service Business Intelligence Market Study, 62% of the responding organizations say self-service BI is critical for their business. If we look deeper into the need for today’s self-service BI, it’s beyond some Executives and Business Users being enabled by IT for self-service dashboarding or report generation. Predictive analytics, self-service data preparation, collaborative data exploration are all different facets of new generation self-service BI. While democratization of data for self-service BI holds many benefits, strict data governance becomes increasingly important alongside.
In this session we will discuss:
- The latest trends and scopes of self-service BI
- The role of logical data fabric in self-service BI
- How Denodo enables self-service BI for a wide range of users - Customer case study on self-service BI
Watch full webinar here: https://bit.ly/3mdj9i7
You will often hear that "data is the new gold"? In this context, data management is one of the areas that has received more attention from the software community in recent years. From Artificial Intelligence and Machine Learning to new ways to store and process data, the landscape for data management is in constant evolution. From the privileged perspective of an enterprise middleware platform, we at Denodo have the advantage of seeing many of these changes happen.
In this webinar, we will discuss the technology trends that will drive the enterprise data strategies in the years to come. Don't miss it if you want to keep yourself informed about how to convert your data to strategic assets in order to complete the data-driven transformation in your company.
Watch this on-demand webinar as we cover:
- The most interesting trends in data management
- How to build a data fabric architecture?
- How to manage your data integration strategy in the new hybrid world
- Our predictions on how those trends will change the data management world
- How can companies monetize the data through data-as-a-service infrastructure?
- What is the role of voice computing in future data analytic
Myth Busters VII: I’m building a data mesh, so I don’t need data virtualizationDenodo
Watch full webinar here: https://bit.ly/3DBA4EP
A data mesh architecture offers a lot of promise to change the way we manage data – and for the better. But there’s a lot of confusion about a data mesh. People will tell you that you can build a data mesh on top of a data lake or on top of a data warehouse, and that you don’t need data virtualization to build a data mesh.
Many vendors are jumping on to the data mesh bandwagon and are claiming that they inherently support a data mesh architecture. But do they? How much of this is hype versus reality? Is it true that you don’t need data virtualization to build a scalable, enterprise-grade data mesh?
This is the myth we will attempt to bust in this next Myth Busters webinar.
Watch this session on-demand to learn about the concepts and components of a data mesh, and hear how the logical approach to data management and integration – powered by data virtualization - is critical for a data mesh.
Similar to HxRefactored: Stop dreaming about fluid data interoperability and start focusing on actionable enterprise systems integration (20)
Healthcare New Media Marketing Conference KeynoteShahid Shah
Keynote presentation by Shahid Shah and Joel Selzer delivered at the Healthcare New Media Conference in Chicago, June 14th 2010. This deck looks back on the impact social media has made across the patient and provider landscape, examining specific examples over the past year, and offers a vision of what the future may hold.
We walk through how hospitals, patient communities, physician networks, pharmaceutical manufacturers, the federal government and private innovators have managed the opportunities and challenges social media provides.
What do Secure, HIPAA Compliant, Clouds Mean to SOA in Healthcare?Shahid Shah
Technical discussion about service oriented architecture (SOA) and HIPAA compliant clouds. This talk was presented at the Object Management Group's (OMG) SOA in Healthcare working group in the Summer of 2011. It covered the following major topics:
* What does HIPAA mean in the cloud?
* Are cloud providers covered by HIPAA?
* Cloud safeguards that can meet HIPAA requirements
* Healthcare SOA In the cloud
The EMR/EHR and Health IT Landscape for Sales ProfessionalsShahid Shah
This presentation was made to multiple national sale force teams who are selling EHRs and other health IT products.
Topics covered:
* Where do EMRs / EHRs fit and why?
* What are the most important considerations for customers?
* What are their top problems?
* How to approach customers with marketing messages that matter.
* How to cut through sales clutter.
Revenue opportunities in the management of healthcare data delugeShahid Shah
Healthcare data is hard to deal with and getting even harder and more expensive. In this presentation, Shahid Shah covers why:
* Healthcare data is going from hard to nearly impossible to manage.
* Applications come and go, data lives forever.
* Data integration is notoriously difficult, even in the best of circumstances, and requires sophisticated tools and attention to detail.
And, then talks about how new techniques are needed to store and manage healthcare data.
Do’s and Don’ts of Risk-based Security management in a Compliance-driven CultureShahid Shah
Security and Regulatory Compliance aren’t the same thing – but they’re often confused. When you’re working in a government, healthcare, or financial environment there’s a tendency to think that if you’re FISMA-compliant or HIPAA-compliant or any other X-compliant that you must have good security.
However, sophisticated risk management and real security don’t have much to do with compliance and you can actually great security and be non-compliant with regulatory requirements as well be fully compliant but not secure. This talk, led by Security guru Shahid Shah, will talk about how make sure risk-based security management is properly incorporate into compliance-driven cultures.
A recording of this presentation is available at: https://www.brighttalk.com/webcast/288/62133
Differentiating your products and services at the HIMSS 2013 ConferenceShahid Shah
Provide actionable advice on how to make the HIMSS Conference experience more effective and learn how to have your marketing and sales messages rise above all the noise. We covered the following major subjects:
* Describe the expectations of attendees and why they attend
* Provide suggestions for how to clearly differentiate your products and services
* Explain some of the common mistakes exhibitors make
* Plan what to do before, during, and after the conference
If you'd like to hear it with audio, please visit www.influentialnetworks.com/himss-2013-conference-services/
GCC-HIMSS Webinar "What’s next for healthcare information technology innovati...Shahid Shah
My Greater Chicago Chapter of HIMSS webinar on “What’s Next for Healthcare Information Technology Innovation?” The screencast with audio is available here: https://www4.gotomeeting.com/register
Getting Beyond the Hype of “Disrupting Healthcare” and Focusing on Actionable...Shahid Shah
This was a Keynote Address I gave at Healthcare Unbound 2013 and focused on what’s needed for healthcare technology innovation in a value- and outcomes-driven model.
There’s a ton of hype surrounding disruptive technology innovation in healthcare but nothing is truly making a dent in the healthcare sector the same way as disruptions have occurred in other major segments of our economy. The slow but sure march from Fee For Service Based Care to Outcomes Driven Care has certainly started but it’s neither fast enough nor substantial enough to bend the cost curve or improve value to patients in the short term.
This presentation discusses how we can get beyond the hype by focusing on actionable innovation. Specifically, I answered the following questions:
* What does innovation in healthcare mean?
* Where are the major areas in healthcare where innovation is required?
Important takeaways this session included:
* Understand PBU: Payer vs. Benefiter vs. User
* Understand why healthcare businesses buy stuff so you can build the right thing
The future of empowered patients is in wireless capable medical devices with ...Shahid Shah
This presentation was given at the Tenth Annual Healthcare Unbound Conference in Denver. It covers the following topics:
* Things that kill and harm human beings today are very different than just 100 years ago
* Health policy and payments are shifting to deal with new realities
* Marketplace and industry challenges for device vendors
* Why wireless connectivity is good business
* Why wireless connectivity is a disruptive innovation
Key takeaways include:
* Wireless is a business enabler but there’s a lot to consider.
* Hardware, sensors, and software are transient businesses but data lives forever. * He who owns, integrates, and uses data wins in the end.
* Data from devices is too important and specialized to be left to software vendors, managed service providers, and system integrators.
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Get an exclusive demo of the new family of UiPath LLMs – GenAI models specialized for processing different types of documents and messages
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👩🏫 Lenka Dulovicova, Product Program Manager, UiPath
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Welcome to UiPath Test Automation using UiPath Test Suite series part 4. In this session, we will cover Test Manager overview along with SAP heatmap.
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1. Insights into SAP testing best practices
2. Heatmap utilization for testing
3. Optimization of testing processes
4. Demo
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Execution from the test manager
Orchestrator execution result
Defect reporting
SAP heatmap example with demo
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GraphRAG is All You need? LLM & Knowledge GraphGuy Korland
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https://arxiv.org/abs/2306.08302
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https://www.microsoft.com/en-us/research/blog/graphrag-unlocking-llm-discovery-on-narrative-private-data/
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UiPath Test Automation using UiPath Test Suite series, part 3DianaGray10
Welcome to UiPath Test Automation using UiPath Test Suite series part 3. In this session, we will cover desktop automation along with UI automation.
Topics covered:
UI automation Introduction,
UI automation Sample
Desktop automation flow
Pradeep Chinnala, Senior Consultant Automation Developer @WonderBotz and UiPath MVP
Deepak Rai, Automation Practice Lead, Boundaryless Group and UiPath MVP
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HxRefactored: Stop dreaming about fluid data interoperability and start focusing on actionable enterprise systems integration
1. Stop dreaming about fluid data
interoperability and start focusing on
actionable enterprise systems integration
By Shahid N. Shah
2. www.netspective.com 2
This and many of my other presentations are available at
www.SpeakerDeck.com/shah
@ShahidNShah
shahid@shah.org
www.ShahidShah.com
3. NETSPECTIVE
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Who is Shahid?
• 20+ years of software engineering and multi-
discipline complex IT implementations (Gov.,
defense, health, finance, insurance)
• 12+ years of healthcare IT and medical
devices experience (blog at
http://healthcareguy.com)
• 15+ years of technology management
experience (government, non-profit,
commercial)
• 10+ years as architect, engineer, and
implementation manager on various EMR
and EHR initiatives (commercial and non-
profit)
Author of Chapter 13, “You’re
the CIO of your Own Office”
4. NETSPECTIVE
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What’s this talk about?
Background
• Many enterprise apps are being built
these days, most are designed to
work as a stand alone system similar
to consumer apps
• Healthcare-specific software
engineering and integration tools
are going to do more harm than
good (industry-neutral is better).
Key takeaways
• Any enterprise app which acts like
a consumer app that doesn’t
integrate well into hospital or
ambulatory systems and workflows
is doomed
• There’s nothing unique about health
IT data that justifies complex,
expensive, or special technology.
• There’s a lot unique about
healthcare workflows that require
common technologies to be
adapted properly.
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Application focus is biggest mistake
Application-focused IT instead of Data-focused IT is causing business problems.
Healthcare Provider Systems
Clinical
Apps
Patient
Apps
Billing
Apps
Lab
Apps
Other
Apps
Partner Systems
Silos of information exist across
groups (duplication, little sharing)
Poor data integration across
application bases
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NCI
App
NEI
App NHLBI
App
Healthcare Provider Systems
Clinical
Apps
Patient
Apps
Billing
Apps Lab
Apps Other
Apps
Master Data Management, Entity Resolution, and Data Integration
Partner Systems
Improved integration by services
that can communicate between applications
The Strategy: Modernize Integration
Need to get existing applications to share data through modern integration
techniques
9. www.netspective.com 9
Because apps developers don’t have
a systems engineering culture where
we think of data integration as a
discipline our customers will buy.
But, that’s changing. Slowly.
10. www.netspective.com 10
Because we want to wait for others
to create a new standard or magical
API that makes integration
problems disappear.
But, that’s changing. Slowly.
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The tactical issues
• We don't support shared
identities, single sign on (SSO),
and industry-neutral
authentication and authorization
• We're too focused on "structured
data integration" instead of
"practical app integration" in our
early project phases
• We focus more on "pushing"
versus "pulling" data than is
warranted early in projects
• We have “Inside out”
architecture, not “Outside in”
• We're too focused on
heavyweight industry-specific
formats instead of lightweight or
micro formats
• Data emitted is not tagged using
semantic markup, so it's not
securable or searchable by
default
• When health IT systems produce
HTML, CSS, JavaScript, JSON,
and other common outputs, it's
not done in a security- and
integration-friendly manner
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Legacy integration
Application A
Data
Functionality
Presentation
Feature Y
Feature X
Application B
Data
Functionality
Presentation
Feature Y
Feature X
Feature Z
Copy features and enhance (everything is separate)
Application A
Data
Functionality
Presentation
Feature Z
Feature X
Application B
Data
Functionality
Presentation
Feature Y
Feature X
Feature Z
Connect directly to existing data, but copy features and enhance
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Services
Modern integration
Application A
Data
Functionality
Presentation
Feature Y
Feature X
Application B
Data
Functionality
Presentation
Feature Y
Feature X
Feature Z
Create API between applications, integrate data, create new data
Application A
Data
Functionality
Presentation
Feature Z
Feature X
Application B
Data
Functionality
Presentation
Feature Y
Feature X
Feature Z
Create common services and have all applications use them
REST
SOAP, RMI
SOA
ETL
WOA
APIs
18. www.netspective.com 18
Learn about ESB, ETL, and BPM –
grab open source or commercial
implementations and build around
them.
Don’t hand code things.
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Promote “Outside-in” architecture
Think about clinical and
hospital operations and
processes as a collection
of business capabilities or
services that can be
delivered across
organizations.
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Promote “Outside-in” architecture
Patients
and
Referral
Partners
Clinical
Personnel
Admin
Personnel
IT
Personnel
Unsophisticated and
less agile focus
Sophisticated and
more agile focus
Inside-out focus Outside-in focus
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Proprietary identity is hurting us
• Most health IT systems create their own
custom identity, credentialing, and access
management (ICAM) in an opaque part of
a proprietary database.
• We’re waiting for solutions from health IT
vendors but free or commercial industry-
neutral solutions are much better and
future proof.
Identity exchange is possible
• Follow National Strategy for Trusted Identities
in Cyberspace (NSTIC)
• Use open identity exchange protocols such as
SAML, OpenID, and Oauth
• Use open roles and permissions-management
protocols, such as XACML
• Consider open source tools such as OpenAM,
Apache Directory, OpenLDAP, Shibboleth, or
commercial vendors.
• Externalize attribute-based access control
(ABAC) and role-based access control (RBAC)
from clinical systems into enterprise systems
like Active Directory or LDAP.
Implement industry-neutral ICAM
Implement shared identities, single sign on (SSO), neutral authentication and authorization
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Dogma is preventing integration
Many think that we shouldn’t integrate
until structured data at detailed machine-
computable levels is available.
The thinking is that because mistakes can
be made with semi-structured or hard to
map data, we should rely on paper, make
users live with missing data, or just make
educated guesses instead.
App-centric sharing is possible
Instead of waiting for HL7 or other structured
data about patients, we can use simple
techniques like HTML widgets to share
"snippets" of our apps.
• Allow applications immediate access to
portions of data they don't already manage.
• Widgets are portions of apps that can be
embedded or "mashed up" in other apps
without tight coupling.
• Blue Button has demonstrated the power of
app integration versus structured data
integration. It provides immediate benefit to
users while the data geeks figure out what
they need for analytics, computations, etc.
App-focused integration is better than nothing
Structured data dogma gets in the way of faster decision support real solutions
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Old way to architect:
“What data can you send me?” (push)
The "push" model, where the system that
contains the data is responsible for sending the
data to all those that are interested (or to some
central provider, such as a health information
exchange or HL7 router) shouldn’t be the only
model used for data integration.
Better way to architect:
“What data can I publish safely?” (pull)
• Implement syndicated Atom-like feeds (which
could contain HL7 or other formats).
• Data holders should allow secure
authenticated subscriptions to their data and
not worry about direct coupling with other
apps.
• Consider the Open Data Protocol (oData).
• Enable auditing of protected health
information by logging data transfers through
use of syslog and other reliable methods.
• Enable proper access control rules expressed
in standards like XACML.
Pushing data is more expensive than pulling it
We focus more on "pushing" versus "pulling" data than is warranted early in projects
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HL7 and X.12 aren’t the only formats
The general assumption is that
formats like HL7, CCD, and X.12 are
the only ways to do data integration
in healthcare but of course that’s
not quite true.
Consider industry-neutral protocols
• Consider identity exchange
protocols like SAML for integration
of user profile data and even for
exchange of patient demographics
and related profile information.
• Consider iCalendar/ICS publishing
and subscribing for schedule data.
• Consider microformats like FOAF
and similar formats from
schema.org.
• Consider semantic data formats
like RDF, RDFa, and related family.
Industry-specific formats aren’t always necessary
Reliance on heavyweight industry-specific formats instead of lightweight micro formats is bad
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Legacy systems trap valuable data
In many existing contracts, the
vendors of systems that house the
data also ‘own’ the data and it can’t
be easily liberated because the
vendors of the systems actively
prevent it from being shared or are
just too busy to liberate the data.
Semantic markup and tagging is easy
• One easy way to create semantically
meaningful and easier to share and
secure patient data is to have all
HTML tags be generated with
companion RDFa or HTML5 Data
Attributes using industry-neutral
schemas and microformats similar to
the ones defined at Schema.org.
• Google's recent implementation of
its Knowledge Graph is a great
example of the utility of this
semantic mapping approach.
Tag all app data using semantic markup
When data is not tagged using semantic markup, it's not securable or shareable by default
30. NETSPECTIVE
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Proprietary data formats limit findability
• Legacy applications only present
through text or windowed
interfaces that can be “scraped”.
• Web-based applications present
HTML, JavaScript, images, and
other assets but aren’t search
engine friendly.
Search engines are great integrators
• Most users need access to
information trapped in existing
applications but sometimes they
don’t need must more than access
that a search engine could easily
provide.
• Assume that all pages in an
application, especial web
applications, will be “ingested” by
a securable, protectable, search
engine that can act as the first
method of integration.
Produce data in search-friendly manner
Produce HTML, JavaScript and other data in a security- and integration-friendly approach
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Healthcare fears open source
• Only the government spends more per
user on antiquated software than we do
in healthcare.
• There is a general fear that open source
means unsupported software or lower
quality solutions or unwanted security
breaches.
Open source can save health IT
• Other industries save billions by using
open source.
• Commercial vendors give better pricing,
service, and support when they know
they are competing with open source.
• Open source is sometimes more secure,
higher quality, and better supported
than commercial equivalents.
• Don’t dismiss open source, consider it
the default choice and select commercial
alternatives when they are known to be
better.
Rely first on open source, then proprietary
“Free” is not as important as open source, you should pay for software but require openness