Changes introduced once the software development process has begun can have an adverse impact on budget, schedule and the product itself. Fortunately, meticulous planning can mitigate most last-minute changes and minimize the impact of those deemed absolutely necessary. This webinar will cover 5 key aspects you should address at the outset of the SaMD development process, from regulatory concerns to technology considerations, to keep your project running smoothly.
The Future of Quality and Regulatory for SaMDJanel Heilbrunn
Join industry experts from ICS and Greenlight Guru to discuss recent updates and changes in SaMD, regulatory and quality considerations in growing technologies including AI, mobile and cloud and three steps to take today to prepare for the future.
Medical device manufactures are always looking for ways to improve their products, while keeping an eye on FDA guidance. But what happens when device manufacturers incorporate forward-leaning technology in the development of safety-critical medical devices? Or when some algorithm development happens outside of the device? What if software comes with unintended outcomes? In all these scenarios, the system must keep the patients and users safe by employing safeguards.
As an example of the risks inherent in innovation, you can look at the case of using Artificial Intelligence / Machine Learning (AI/ML) as a way of optimizing a patient’s therapy or diagnosis. To improve the therapy selection or to make a diagnosis more accurate, you can train software with an aggregation of thousands of datasets, cross-sectioned by different demographics. While it may improve outcomes, using ML in this way can introduce challenges that make it hard to comply with HIPAA rules.
While the benefits are clear, the means of implementing ML are just now being defined. Recent guidance for ML in medical devices defines a strategy to manage self-modifying software. By making use of trusted, pre-certified components, medical device manufacturers can minimize the impact of new algorithms on software training used in ML model creation and on the software component lifecycle.
This webinar will outline the key strategies and illustrate how manufacturers will pursue these advanced technologies, while balancing the needs of safety with this new paradigm.
Safeguard Your Medical Devices from Cyber ThreatsICS
Manufacturers and developers of modern medical devices have to deal with hugely expanded threats. In this webinar with Q1 Productions, we'll share our experience with creating medical device software and its complexity. We’ll go through common areas of vulnerability for medical devices and talk about how to address these vulnerabilities in an efficient way.
Accelerating MedTech Product Development with UX and Human Factors EngineeringICS
A growing number of medtech companies are embracing User Experience (UX) Design and Human Factors Engineering (HFE) — not just to meet FDA regulations, but also to create more intuitive, more usable, and holistically better products. These practices required to promote safety and efficacy also provide an opportunity for your company to quickly deliver products that are more innovative, which can be a key differentiator in the competitive medical device market.
This webinar will be delivered jointly with our partners, human factors experts at UserWise, and will answer the questions: what is Human Factors Engineering and why is it important? We’ll also cover:
Human Factors guidance and regulations
Human Factors Engineering process overview
Differences between regulatory usability and UX
How to use UX to feed regulatory development
This presentation was delivered as a webinar for FDAnews, delving into software, medical devices and managing risk with 21 CFR Part 11 and IEC 62304. It provides:
• A historical backdrop of IEC 62304
• An overview of IEC 62304
• Implementing IEC 62304
• Common pitfalls to avoid
The Future of Quality and Regulatory for SaMDJanel Heilbrunn
Join industry experts from ICS and Greenlight Guru to discuss recent updates and changes in SaMD, regulatory and quality considerations in growing technologies including AI, mobile and cloud and three steps to take today to prepare for the future.
Medical device manufactures are always looking for ways to improve their products, while keeping an eye on FDA guidance. But what happens when device manufacturers incorporate forward-leaning technology in the development of safety-critical medical devices? Or when some algorithm development happens outside of the device? What if software comes with unintended outcomes? In all these scenarios, the system must keep the patients and users safe by employing safeguards.
As an example of the risks inherent in innovation, you can look at the case of using Artificial Intelligence / Machine Learning (AI/ML) as a way of optimizing a patient’s therapy or diagnosis. To improve the therapy selection or to make a diagnosis more accurate, you can train software with an aggregation of thousands of datasets, cross-sectioned by different demographics. While it may improve outcomes, using ML in this way can introduce challenges that make it hard to comply with HIPAA rules.
While the benefits are clear, the means of implementing ML are just now being defined. Recent guidance for ML in medical devices defines a strategy to manage self-modifying software. By making use of trusted, pre-certified components, medical device manufacturers can minimize the impact of new algorithms on software training used in ML model creation and on the software component lifecycle.
This webinar will outline the key strategies and illustrate how manufacturers will pursue these advanced technologies, while balancing the needs of safety with this new paradigm.
Safeguard Your Medical Devices from Cyber ThreatsICS
Manufacturers and developers of modern medical devices have to deal with hugely expanded threats. In this webinar with Q1 Productions, we'll share our experience with creating medical device software and its complexity. We’ll go through common areas of vulnerability for medical devices and talk about how to address these vulnerabilities in an efficient way.
Accelerating MedTech Product Development with UX and Human Factors EngineeringICS
A growing number of medtech companies are embracing User Experience (UX) Design and Human Factors Engineering (HFE) — not just to meet FDA regulations, but also to create more intuitive, more usable, and holistically better products. These practices required to promote safety and efficacy also provide an opportunity for your company to quickly deliver products that are more innovative, which can be a key differentiator in the competitive medical device market.
This webinar will be delivered jointly with our partners, human factors experts at UserWise, and will answer the questions: what is Human Factors Engineering and why is it important? We’ll also cover:
Human Factors guidance and regulations
Human Factors Engineering process overview
Differences between regulatory usability and UX
How to use UX to feed regulatory development
This presentation was delivered as a webinar for FDAnews, delving into software, medical devices and managing risk with 21 CFR Part 11 and IEC 62304. It provides:
• A historical backdrop of IEC 62304
• An overview of IEC 62304
• Implementing IEC 62304
• Common pitfalls to avoid
My briefing from:
2012 5th Annual NIST & HHS Office of Civil Rights HIPAA Security Rule Conference
"Safeguarding Health Information: Building Assurance through HIPAA Security"
June 6, 2012
SW Validation of AI-Based Medical Devices- MedDev SoftDina Sifri
The regulation of AI-Based Medical Devices is still unclear. How can we responsibly adopt these new technologies while remaining accountable to their suggestions?
Due to advancement of technology and incorporation of sofrtwares and microchips, vulnerability increased for medical devices.
Outsiders are hacking the devices by advanced technologies.
Check out our last webinar to learn more about managing the parallel and interconnected lifecycles of hardware, software and service development involved in the creation of IoT-enabled products. During a live demonstration, this webinar will give you a chance to learn how codeBeamer ALM helps you connect and manage these lifecycles (xLM) simultaneously to maximize efficiency.
Accelerating Our Path to Multi Platform BenefitsIntel IT Center
This is a time of tremendous change for IT organizations everywhere.
Intel IT realized we need to enable enterprise applications to support the devices of today (touch) and also develop the applications so they are ready for the next big thing (voice and gesture). We’ve kicked-off a new initiative that focuses on accelerating delivery of applications to our business partners and employees on their mobile platform(s) of choice.
Breakout Session: Cybersecurity in Medical DevicesHealthegy
Presentation by PwC at Medtech Conference 2016.
Participant:
Geoff Fisher, Director – PwC
Powered by:
Healthegy
For more healthcare innovation
Visit us at Healthegy.com
Network Connected Medical Devices - A Case StudySophiaPalmira
In this session, we welcome Shankar Somasundaram, CEO of Asimily, Priyanka Upendra, Quality Compliance Director at Banner Health, and Carrie Whysall. Director of Managed Security Services at CynergisTek.
Together, they will discuss medical device security, covering all you need to know from medical device assessments to remediation efforts. Attendees will leave this session knowing how to apply what they have learned about medical device security in real life.
In the new world of connected healthcare, medical device manufacturers are challenged with cybersecurity issues to comply with the new FDA regulations. We examine the 5 domain areas of cybersecurity which apply to IoT HealthCare Vendors/ Providers.
Medical Device Security: State of the Art -- NoConName, Barcelona, 2011 shawn_merdinger
High level overview of current security issues in medical device security, what is being hacked by security researchers, who are the major security players, hacking predictions, FUD vs. Reality.
Software occupy an increasingly prominent place in the critical embedded systems : their size and complexity is increasing , while their criticality also continues to rise. In this context, how the aeronautical, space , automotive, industrial domains are facing these challenges ? Application of international standards is essential to define the scope of practices recognized by the community as " state of the art " in terms of producing safety critical software . What are these practices, the principles on which they are built ? Starting with (re)defining the concept of software criticality and placing this concept in the whole system, then we will try to answer all these questions. During this presentation , we will illustrate the point with examples from aeronautics, air traffic control , space , automotive or railway . Finally, we will take a look at some trends , particularly through standards recently released.
A presentation by Tracy Rausch, CEO of DocBox and Chip Block of Evolver Inc. on medical device security & patient monitoring. Presented at The Security of Things Forum on Sept. 10, 2015.
Quality and Test in Medical Device Design - Part 1.pdfICS
In this webinar we will scrutinize quality and test solutions used in engineering for medical devices. With a focus on practical application and balancing the tradeoffs when using mainstream tools, we'll provide you with actionable information to optimize your approach to quality and testing in your medical devices.
When it comes to medical devices, best practices for software interface design are not an option. They're an absolute necessity. This truth has been recognized by international standards organizations, successful medical device manufacturers, and key regulatory bodies, including the Food and Drug Administration. To shed light on effective medical device design, we'll explore:
The role of poor design in medical errors
Software design as a cause of device recalls
Relevant international standards and FDA regulations
The emergence of software as a medical device (SaMD)
Best practices to follow when designing the interface for your next medical device
My briefing from:
2012 5th Annual NIST & HHS Office of Civil Rights HIPAA Security Rule Conference
"Safeguarding Health Information: Building Assurance through HIPAA Security"
June 6, 2012
SW Validation of AI-Based Medical Devices- MedDev SoftDina Sifri
The regulation of AI-Based Medical Devices is still unclear. How can we responsibly adopt these new technologies while remaining accountable to their suggestions?
Due to advancement of technology and incorporation of sofrtwares and microchips, vulnerability increased for medical devices.
Outsiders are hacking the devices by advanced technologies.
Check out our last webinar to learn more about managing the parallel and interconnected lifecycles of hardware, software and service development involved in the creation of IoT-enabled products. During a live demonstration, this webinar will give you a chance to learn how codeBeamer ALM helps you connect and manage these lifecycles (xLM) simultaneously to maximize efficiency.
Accelerating Our Path to Multi Platform BenefitsIntel IT Center
This is a time of tremendous change for IT organizations everywhere.
Intel IT realized we need to enable enterprise applications to support the devices of today (touch) and also develop the applications so they are ready for the next big thing (voice and gesture). We’ve kicked-off a new initiative that focuses on accelerating delivery of applications to our business partners and employees on their mobile platform(s) of choice.
Breakout Session: Cybersecurity in Medical DevicesHealthegy
Presentation by PwC at Medtech Conference 2016.
Participant:
Geoff Fisher, Director – PwC
Powered by:
Healthegy
For more healthcare innovation
Visit us at Healthegy.com
Network Connected Medical Devices - A Case StudySophiaPalmira
In this session, we welcome Shankar Somasundaram, CEO of Asimily, Priyanka Upendra, Quality Compliance Director at Banner Health, and Carrie Whysall. Director of Managed Security Services at CynergisTek.
Together, they will discuss medical device security, covering all you need to know from medical device assessments to remediation efforts. Attendees will leave this session knowing how to apply what they have learned about medical device security in real life.
In the new world of connected healthcare, medical device manufacturers are challenged with cybersecurity issues to comply with the new FDA regulations. We examine the 5 domain areas of cybersecurity which apply to IoT HealthCare Vendors/ Providers.
Medical Device Security: State of the Art -- NoConName, Barcelona, 2011 shawn_merdinger
High level overview of current security issues in medical device security, what is being hacked by security researchers, who are the major security players, hacking predictions, FUD vs. Reality.
Software occupy an increasingly prominent place in the critical embedded systems : their size and complexity is increasing , while their criticality also continues to rise. In this context, how the aeronautical, space , automotive, industrial domains are facing these challenges ? Application of international standards is essential to define the scope of practices recognized by the community as " state of the art " in terms of producing safety critical software . What are these practices, the principles on which they are built ? Starting with (re)defining the concept of software criticality and placing this concept in the whole system, then we will try to answer all these questions. During this presentation , we will illustrate the point with examples from aeronautics, air traffic control , space , automotive or railway . Finally, we will take a look at some trends , particularly through standards recently released.
A presentation by Tracy Rausch, CEO of DocBox and Chip Block of Evolver Inc. on medical device security & patient monitoring. Presented at The Security of Things Forum on Sept. 10, 2015.
Quality and Test in Medical Device Design - Part 1.pdfICS
In this webinar we will scrutinize quality and test solutions used in engineering for medical devices. With a focus on practical application and balancing the tradeoffs when using mainstream tools, we'll provide you with actionable information to optimize your approach to quality and testing in your medical devices.
When it comes to medical devices, best practices for software interface design are not an option. They're an absolute necessity. This truth has been recognized by international standards organizations, successful medical device manufacturers, and key regulatory bodies, including the Food and Drug Administration. To shed light on effective medical device design, we'll explore:
The role of poor design in medical errors
Software design as a cause of device recalls
Relevant international standards and FDA regulations
The emergence of software as a medical device (SaMD)
Best practices to follow when designing the interface for your next medical device
Cybersecurity and Software Updates in Medical Devices.pdfICS
Justin is a Senior Consulting Engineer and Qt Certified Instructor at Integrated Computer Solutions, Inc. (ICS). He has taught Qt and Qt Quick/QML material for both public and on-site courses for many years. He has also written and conducted seminars on Object-Oriented GUI Design techniques. Justin earned his bachelor’s degree in Computer Engineering Technology from Northeastern University.
MDG Panel - Creating Expert Level GUIs for Complex Medical DevicesICS
Graphical User Interfaces are so pervasive and have so many different design intents that it can be hard to see the norms and evolution of norms being applied over the past couple of decades. In medical devices, more than most, tradeoffs between safety, effectiveness and pleasure-to-use, dominate the design efforts.
.
Much focus and debate has been applied to paradigms of “simple yet effective” in GUI design. The most commonly cited ideals in the Apple eco-system and skeuomorphic design concern themselves with the novice user and technology adoption. But not all products are designed for the novice user.
.
For UIs that expose advanced or unstructured feature sets to the user, the normative approach has been to compromise on the simplicity to extend the functionality. But such an approach can be incremental and muddled where a better approach might be cogent redesign.
.
We will explore the evolution of a life-saving lung transplant medical device from Tevosol that implements an expert-level GUI for clinical users. Focus will be on lessons learned and the design principles ultimately chosen.
Overcome Hardware And Software Challenges - Medical Device Case StudyICS
In this webinar presented with leading System-on-Module designer and ICS partner Variscite, we will present a real example of a medical device featuring the DART-MX8M-PLUS, i.MX8 Plus-based System on Module. Walking through this case study will allow us to showcase specific challenges that characterize the medical field as well as common software challenges.
As a webinar attendee, you will:
Gain tools that will help you choose the hardware that best suits your project needs.
Receive useful software tips that will help you get your project off the ground.
Secure Your Medical Devices From the Ground Up ICS
The Food and Drug Administration (FDA) has recently released new guidance on cybersecurity for medical devices. This presentation will provide an overview of this guidance and review what is required for 510(k) submissions. We will also discuss the upcoming European Union (EU) cybersecurity regulations and how they compare to the FDA guidance.
This webinar with ICS and partner RTI, the largest software framework company for autonomous systems, will focus on threat modeling and cybersecurity risk assessments in light of the new guidance, and how these activities impact design requirements for medical devices. You will learn common pitfalls and mistakes to avoid when establishing organizational best practices in cybersecurity.
We will also discuss the challenges to securing data in motion for connected medical devices and describe how a data-centric software framework based on open standards, addresses the design requirements for highly reliable, scalable and secure systems.
Attendees will gain an understanding of the current regulatory expectations, best practices for cybersecurity risk assessments, and standards-based solutions for secure data connectivity.
How User Experience Design and Human Factors Engineering can Accelerate Produ...Greenlight Guru
A growing number of medtech companies are embracing User Experience (UX) Design and Human Factors Engineering (HFE) — not just to meet FDA regulations, but also to create more intuitive, more usable, and holistically better products. These practices required to promote safety and efficacy also provide an opportunity for your company to quickly deliver products that are more innovative, which can be a key differentiator in the competitive medical device market.
This session will answer the questions: what is Human Factors Engineering and why is it important? We’ll also cover:
• Human Factors guidance and regulations
• Human Factors Engineering process overview
• Differences between regulatory usability and UX
• How to use UX to feed regulatory development
This session took place live at the Greenlight Guru True Quality Virtual Summit, a three-day event for medical device professionals to learn to get their devices to market faster, stay ahead of regulatory changes, and use quality as their multiplier to grow their device business.
Strategies to limit project timeline and cost in medical devicesJanel Heilbrunn
Developing medical devices under a quality management system for the FDA can be a complicated and subtle process with tremendous variability. The leading mitigatable risk to budget and schedule comes from minimizing the impact of change during the development process. This presentation will address common categories of change and how to minimize or even benefit from the disruption. You will learn about:
- Reordering your development to minimize work
Tuning your QMS to support your development process
- Deferred decisions and how ambiguity costs
- Taking credit for design evolution
The Real-World Challenges of Medical Device Cybersecurity- Mitigating Vulnera...ICS
A great deal of attention in medical devices has shifted towards cybersecurity with the ratification of section 524B of the FD&C act. This new law enables the FDA to enforce cybersecurity controls in any medical device that is capable of networked communications or that has software. In this webinar we will recap the process for managing vulnerabilities, identify categories of vulnerabilities and solutions and more.
A Deep Dive into Secure Product Development Frameworks.pdfICS
We tackle the question of what is a SPDF for medical device cybersecurity. We look to provide actionable advice that clarifies implementation, and you can apply in your day-to-day tasks.
Practical Advice for FDA’s 510(k) Requirements.pdfICS
Don’t miss this important webinar with partners BG Networks and Trustonic, which serves as a roadmap for medical device manufacturers to navigate the complex landscape of FDA requirements and implement effective cybersecurity measures.
Accelerating Development of a Safety-Critical Cobot Welding System with Qt/QM...ICS
Join us for a detailed look at how ICS used its rapid, low-code development toolkit, Greenhouse by ICS, to help Miller Electric create a new industrial welding product on a short timeline. In this webinar, we’ll cover Miller Electric’s vision for the product and the pressure of their looming deadline. And we’ll explore the facets of Greenhouse, which includes everything needed to quickly build a quality touch device.
CMake is an open-source, cross-platform family of tools designed to build, test and package software. It is intended to be used in conjunction with the native build environment, which differentiates CMake from many cross-platform systems. CMake is widely used because it allows developers to more easily create, tailor and test software by simplifying some of the most challenging aspects of the process, including system introspection and executing complex builds.
While building with CMake can be fun and rewarding, you may encounter a few obstacles along your path that stall your progress. This webinar will teach you how to interpret CMake errors and explore some of the most common configuration issues you may encounter when trying to build a CMake project. We’ll deliver actionable troubleshooting tips to help you overcome, even avoid, these obstacles.
Enhancing Quality and Test in Medical Device Design - Part 2.pdfICS
Join us for the second installment of our webinar series, during which we explore the interesting and controversial aspects of quality and test solutions used in engineering for medical devices.
In this session, we'll weigh the pros, cons, motivations and alternatives for the canonical forms of software tests.
We'll also differentiate Medical Device Verification from other forms of testing to ensure you don't pay twice for the same result. And, we'll discuss how the concept of "reliability" in medical devices has evolved for software, and how "durability" might have more value.
If you’re developing medical devices and are trying to improve the value and efficacy of your quality budget, this session is a can't-miss!
Designing and Managing IoT Devices for Rapid Deployment - Webinar.pdfICS
The Internet of Things (IoT) is revolutionizing the way we interact with the world, from smart homes to industrial automation to life-saving medical devices. However, the design and deployment of a fleet of IoT devices is a complex process. In this webinar, we will discuss best practices for designing IoT devices for rapid deployment and how to streamline fleet management at scale.
We will provide insight on when it’s right to build your own custom system versus investing in a fleet management platform as well as look at some of the key features of the platforms available and a live demo of Balena’s solution.
Creating Digital Twins Using Rapid Development Techniques.pdfICS
In this webinar, we will walk you through ICS’ well-defined process for quickly creating medical device digital twins, including exploring the benefits of a layered architecture approach and examining appropriate use cases for our rapid development technique.
How to Craft a Winning IOT Device Management SolutionICS
Join Jose Neto, Lead Cloud Architect for ICS, who will help inform your journey to understand IoT device fleet management, how it can benefit your organization and how you can identify the best solution.
Bridging the Gap Between Development and Regulatory TeamsICS
Download for this webinar for medical device professionals hosted by DeviceTalks Tuesday and hear a frank depiction of the collision of regulatory and development practices, and how to focus on remedies in the form of processes, tools, and approaches, that bridge the gap between the two.
IoT Device Fleet Management: Create a Robust Solution with AzureICS
This webinar, presented by ICS’ fleet management and cloud experts, will give you a better understanding of Azure, which allows you to connect, monitor and control your IoT assets. We’ll explore the Visual Studio code environment, integration plugins, modular design with containerization, device provisioning and critical aspects of IoT device security.
Are you a QMake user who has not yet familiarized yourself with CMake? If so, this webinar is for you — it’s aimed at anyone using QMake who wants to learn more about CMake and the pros and cons of each. We will:
Provide an introduction to CMake
Discuss the differences in the two build systems and the benefits of using one over the other
Set up a basic project and review some of the potential issues you may run into when starting your new project in CMake or converting from existing QMake projects
Software Update Mechanisms: Selecting the Best Solutin for Your Embedded Linu...ICS
Updating device software has always been a complicated process. Today, widespread use of connected IoT device fleets, along with escalating concern over cybersecurity, has made that process even more complex. Fortunately, there are a number of well-established open source solutions to help you address software update needs. But, with so many options, how do you determine which solution is right for your device?
This webinar will provide the foundation you need to make an informed decision. We’ll examine several different industry approaches, including A/B updates with a dual-redundant scheme, delta updates, container-based updates and combined strategies, as well as the leading technologies that support these approaches. Open source technologies such as Mender, RAUC and libostree-based solutions implement these strategies and provide tools to manage updates of multiple devices.
We’ll also review a variety of open source Linux software update technologies, and offer practical examples for integrating them using the Yocto Project and OpenEmbedded. In order to help you better understand the strengths and weaknesses of each technology, we’ll deep dive into various real-world use cases, including leveraging CAAM (Cryptographic Accelerator and Assurance Module) hardware on Freescale i.MX6 hardware for encrypted and signed updates and using Microsoft Azure IoT to host software updates from the cloud.
This upcoming webinar will explore functions that assist developers in both packaging and deploying their Qt applications on the desktop. We will present the Qt Installer Framework and the Qt Desktop deployment tools as well as ways to customize an installer and tools that keep your Qt application continuously updated online.
We will also expand on the subject with a concrete example and illustrate the ease of use of CPack, presenting common tricks to debug, customize both an offline and online installer, ensure that we provide an adequate uninstaller and write to Windows Registry.
Bridging the Gap Between Development and Regulatory TeamsICS
This webinar provides a frank depiction on the collision of regulatory and development practices, and focuses on remedies in the form of processes, tools and approaches, that bridge the gap between the two.
In this webinar we discuss the importance of user experience in the growing world of IoT, including helpful strategies to set up your product for success.
Software Bill of Materials - Accelerating Your Secure Embedded Development.pdfICS
This webinar will cover why SBOMs should be required to improve software supply chain security, what to look for in a SBOM and how to evaluate open source and third-party components as well as how to use a SBOM to identify software risk and eliminate vulnerabilities throughout the software supply chain.
Microcontrollers, or MCUs, are transforming consumer goods, industrial automation, infrastructure and more — essentially reshaping how we interact with the world around us. With MCUs you can easily control everything from your refrigerator to your thermostat. At ICS, a quarter of the projects we work on include at least one MCU and most projects incorporate several — so we understand the potential MCUs hold. We’ve designed this webinar to introduce you to this tiny technology and show how it can be implemented using various approaches.
Introduction to the Qt State Machine Framework using Qt 6ICS
The Qt State Machine Framework provides a practical mechanism to implement a GUI application as a state chart. Using Qt 6, this webinar will:
-Provide an intro to the framework
-Explore its features and its API in both C++ and QML
-Illustrate with an example how it can simplify development where the user interface is written in QML
This webinar is for any developer who wants to implement robust user interfaces.
Creating Advanced GUIs for Low-power MCUs with QtICS
Microcontrollers, often referred to as MCUs, are used in a growing array of systems and devices, including vehicles, robots, medical devices, industrial automation and home appliances. MCU hardware is introducing touchscreens to more devices with great low-cost electronics. But building rich graphical user interfaces on MCUs can be challenging, especially when given limited development time and resources.
This webinar is for software teams considering to develop and design UIs for MCUs. We will cover:
User experience tips in an MCU world
Visual design tricks to allow you to optimize early
Software development in Qt for MCUs and how to make it all reality
From UX designers to software developers, everyone will learn some tricks to avoid pitfalls that will slow your product development.
Prosigns: Transforming Business with Tailored Technology SolutionsProsigns
Unlocking Business Potential: Tailored Technology Solutions by Prosigns
Discover how Prosigns, a leading technology solutions provider, partners with businesses to drive innovation and success. Our presentation showcases our comprehensive range of services, including custom software development, web and mobile app development, AI & ML solutions, blockchain integration, DevOps services, and Microsoft Dynamics 365 support.
Custom Software Development: Prosigns specializes in creating bespoke software solutions that cater to your unique business needs. Our team of experts works closely with you to understand your requirements and deliver tailor-made software that enhances efficiency and drives growth.
Web and Mobile App Development: From responsive websites to intuitive mobile applications, Prosigns develops cutting-edge solutions that engage users and deliver seamless experiences across devices.
AI & ML Solutions: Harnessing the power of Artificial Intelligence and Machine Learning, Prosigns provides smart solutions that automate processes, provide valuable insights, and drive informed decision-making.
Blockchain Integration: Prosigns offers comprehensive blockchain solutions, including development, integration, and consulting services, enabling businesses to leverage blockchain technology for enhanced security, transparency, and efficiency.
DevOps Services: Prosigns' DevOps services streamline development and operations processes, ensuring faster and more reliable software delivery through automation and continuous integration.
Microsoft Dynamics 365 Support: Prosigns provides comprehensive support and maintenance services for Microsoft Dynamics 365, ensuring your system is always up-to-date, secure, and running smoothly.
Learn how our collaborative approach and dedication to excellence help businesses achieve their goals and stay ahead in today's digital landscape. From concept to deployment, Prosigns is your trusted partner for transforming ideas into reality and unlocking the full potential of your business.
Join us on a journey of innovation and growth. Let's partner for success with Prosigns.
Enhancing Research Orchestration Capabilities at ORNL.pdfGlobus
Cross-facility research orchestration comes with ever-changing constraints regarding the availability and suitability of various compute and data resources. In short, a flexible data and processing fabric is needed to enable the dynamic redirection of data and compute tasks throughout the lifecycle of an experiment. In this talk, we illustrate how we easily leveraged Globus services to instrument the ACE research testbed at the Oak Ridge Leadership Computing Facility with flexible data and task orchestration capabilities.
Exploring Innovations in Data Repository Solutions - Insights from the U.S. G...Globus
The U.S. Geological Survey (USGS) has made substantial investments in meeting evolving scientific, technical, and policy driven demands on storing, managing, and delivering data. As these demands continue to grow in complexity and scale, the USGS must continue to explore innovative solutions to improve its management, curation, sharing, delivering, and preservation approaches for large-scale research data. Supporting these needs, the USGS has partnered with the University of Chicago-Globus to research and develop advanced repository components and workflows leveraging its current investment in Globus. The primary outcome of this partnership includes the development of a prototype enterprise repository, driven by USGS Data Release requirements, through exploration and implementation of the entire suite of the Globus platform offerings, including Globus Flow, Globus Auth, Globus Transfer, and Globus Search. This presentation will provide insights into this research partnership, introduce the unique requirements and challenges being addressed and provide relevant project progress.
How to Position Your Globus Data Portal for Success Ten Good PracticesGlobus
Science gateways allow science and engineering communities to access shared data, software, computing services, and instruments. Science gateways have gained a lot of traction in the last twenty years, as evidenced by projects such as the Science Gateways Community Institute (SGCI) and the Center of Excellence on Science Gateways (SGX3) in the US, The Australian Research Data Commons (ARDC) and its platforms in Australia, and the projects around Virtual Research Environments in Europe. A few mature frameworks have evolved with their different strengths and foci and have been taken up by a larger community such as the Globus Data Portal, Hubzero, Tapis, and Galaxy. However, even when gateways are built on successful frameworks, they continue to face the challenges of ongoing maintenance costs and how to meet the ever-expanding needs of the community they serve with enhanced features. It is not uncommon that gateways with compelling use cases are nonetheless unable to get past the prototype phase and become a full production service, or if they do, they don't survive more than a couple of years. While there is no guaranteed pathway to success, it seems likely that for any gateway there is a need for a strong community and/or solid funding streams to create and sustain its success. With over twenty years of examples to draw from, this presentation goes into detail for ten factors common to successful and enduring gateways that effectively serve as best practices for any new or developing gateway.
In software engineering, the right architecture is essential for robust, scalable platforms. Wix has undergone a pivotal shift from event sourcing to a CRUD-based model for its microservices. This talk will chart the course of this pivotal journey.
Event sourcing, which records state changes as immutable events, provided robust auditing and "time travel" debugging for Wix Stores' microservices. Despite its benefits, the complexity it introduced in state management slowed development. Wix responded by adopting a simpler, unified CRUD model. This talk will explore the challenges of event sourcing and the advantages of Wix's new "CRUD on steroids" approach, which streamlines API integration and domain event management while preserving data integrity and system resilience.
Participants will gain valuable insights into Wix's strategies for ensuring atomicity in database updates and event production, as well as caching, materialization, and performance optimization techniques within a distributed system.
Join us to discover how Wix has mastered the art of balancing simplicity and extensibility, and learn how the re-adoption of the modest CRUD has turbocharged their development velocity, resilience, and scalability in a high-growth environment.
Field Employee Tracking System| MiTrack App| Best Employee Tracking Solution|...informapgpstrackings
Keep tabs on your field staff effortlessly with Informap Technology Centre LLC. Real-time tracking, task assignment, and smart features for efficient management. Request a live demo today!
For more details, visit us : https://informapuae.com/field-staff-tracking/
Globus Compute wth IRI Workflows - GlobusWorld 2024Globus
As part of the DOE Integrated Research Infrastructure (IRI) program, NERSC at Lawrence Berkeley National Lab and ALCF at Argonne National Lab are working closely with General Atomics on accelerating the computing requirements of the DIII-D experiment. As part of the work the team is investigating ways to speedup the time to solution for many different parts of the DIII-D workflow including how they run jobs on HPC systems. One of these routes is looking at Globus Compute as a way to replace the current method for managing tasks and we describe a brief proof of concept showing how Globus Compute could help to schedule jobs and be a tool to connect compute at different facilities.
Quarkus Hidden and Forbidden ExtensionsMax Andersen
Quarkus has a vast extension ecosystem and is known for its subsonic and subatomic feature set. Some of these features are not as well known, and some extensions are less talked about, but that does not make them less interesting - quite the opposite.
Come join this talk to see some tips and tricks for using Quarkus and some of the lesser known features, extensions and development techniques.
Into the Box Keynote Day 2: Unveiling amazing updates and announcements for modern CFML developers! Get ready for exciting releases and updates on Ortus tools and products. Stay tuned for cutting-edge innovations designed to boost your productivity.
Developing Distributed High-performance Computing Capabilities of an Open Sci...Globus
COVID-19 had an unprecedented impact on scientific collaboration. The pandemic and its broad response from the scientific community has forged new relationships among public health practitioners, mathematical modelers, and scientific computing specialists, while revealing critical gaps in exploiting advanced computing systems to support urgent decision making. Informed by our team’s work in applying high-performance computing in support of public health decision makers during the COVID-19 pandemic, we present how Globus technologies are enabling the development of an open science platform for robust epidemic analysis, with the goal of collaborative, secure, distributed, on-demand, and fast time-to-solution analyses to support public health.
Climate Science Flows: Enabling Petabyte-Scale Climate Analysis with the Eart...Globus
The Earth System Grid Federation (ESGF) is a global network of data servers that archives and distributes the planet’s largest collection of Earth system model output for thousands of climate and environmental scientists worldwide. Many of these petabyte-scale data archives are located in proximity to large high-performance computing (HPC) or cloud computing resources, but the primary workflow for data users consists of transferring data, and applying computations on a different system. As a part of the ESGF 2.0 US project (funded by the United States Department of Energy Office of Science), we developed pre-defined data workflows, which can be run on-demand, capable of applying many data reduction and data analysis to the large ESGF data archives, transferring only the resultant analysis (ex. visualizations, smaller data files). In this talk, we will showcase a few of these workflows, highlighting how Globus Flows can be used for petabyte-scale climate analysis.
Enhancing Project Management Efficiency_ Leveraging AI Tools like ChatGPT.pdfJay Das
With the advent of artificial intelligence or AI tools, project management processes are undergoing a transformative shift. By using tools like ChatGPT, and Bard organizations can empower their leaders and managers to plan, execute, and monitor projects more effectively.
Experience our free, in-depth three-part Tendenci Platform Corporate Membership Management workshop series! In Session 1 on May 14th, 2024, we began with an Introduction and Setup, mastering the configuration of your Corporate Membership Module settings to establish membership types, applications, and more. Then, on May 16th, 2024, in Session 2, we focused on binding individual members to a Corporate Membership and Corporate Reps, teaching you how to add individual members and assign Corporate Representatives to manage dues, renewals, and associated members. Finally, on May 28th, 2024, in Session 3, we covered questions and concerns, addressing any queries or issues you may have.
For more Tendenci AMS events, check out www.tendenci.com/events
Software Engineering, Software Consulting, Tech Lead.
Spring Boot, Spring Cloud, Spring Core, Spring JDBC, Spring Security,
Spring Transaction, Spring MVC,
Log4j, REST/SOAP WEB-SERVICES.
Cyaniclab : Software Development Agency Portfolio.pdfCyanic lab
CyanicLab, an offshore custom software development company based in Sweden,India, Finland, is your go-to partner for startup development and innovative web design solutions. Our expert team specializes in crafting cutting-edge software tailored to meet the unique needs of startups and established enterprises alike. From conceptualization to execution, we offer comprehensive services including web and mobile app development, UI/UX design, and ongoing software maintenance. Ready to elevate your business? Contact CyanicLab today and let us propel your vision to success with our top-notch IT solutions.
Top Features to Include in Your Winzo Clone App for Business Growth (4).pptxrickgrimesss22
Discover the essential features to incorporate in your Winzo clone app to boost business growth, enhance user engagement, and drive revenue. Learn how to create a compelling gaming experience that stands out in the competitive market.
First Steps with Globus Compute Multi-User EndpointsGlobus
In this presentation we will share our experiences around getting started with the Globus Compute multi-user endpoint. Working with the Pharmacology group at the University of Auckland, we have previously written an application using Globus Compute that can offload computationally expensive steps in the researcher's workflows, which they wish to manage from their familiar Windows environments, onto the NeSI (New Zealand eScience Infrastructure) cluster. Some of the challenges we have encountered were that each researcher had to set up and manage their own single-user globus compute endpoint and that the workloads had varying resource requirements (CPUs, memory and wall time) between different runs. We hope that the multi-user endpoint will help to address these challenges and share an update on our progress here.
Code reviews are vital for ensuring good code quality. They serve as one of our last lines of defense against bugs and subpar code reaching production.
Yet, they often turn into annoying tasks riddled with frustration, hostility, unclear feedback and lack of standards. How can we improve this crucial process?
In this session we will cover:
- The Art of Effective Code Reviews
- Streamlining the Review Process
- Elevating Reviews with Automated Tools
By the end of this presentation, you'll have the knowledge on how to organize and improve your code review proces
Check out the webinar slides to learn more about how XfilesPro transforms Salesforce document management by leveraging its world-class applications. For more details, please connect with sales@xfilespro.com
If you want to watch the on-demand webinar, please click here: https://www.xfilespro.com/webinars/salesforce-document-management-2-0-smarter-faster-better/
5 Key Considerations at the Start of SaMD Development
1. Integrated Computer Solutions Inc. www.ics.com
5 Key Considerations at the Start
of SaMD Development
1
Magda Kocot, Regulatory Project Manager, ICS
2. Integrated Computer Solutions Inc. www.ics.com
About ICS and Boston UX
Creating Transformative Products That Advance Patient Care
2
www.ics.com/medical
ICS’ design studio
specializes in intuitive
touchscreen and
multimodal interfaces for
high-impact embedded and
connected devices.
Established in 1987, ICS delivers innovative
medtech solutions with a full suite of
services to accelerate development, testing
and certification of successful next-gen
products.
ICS and Boston UX are headquartered in
Waltham, Mass. with offices in California,
Canada and Europe.
3. Integrated Computer Solutions Inc. www.ics.com
Delivering a Full Suite of Medtech Services
3
● Human Factors Engineering
● IEC 62366-UX/UI Design
● Custom Frontend and Backend Software Development
● Development with IEC 62304-Compliant Platform
● Low-code Tools that Convert UX Prototype to Product
● Medical Device Cybersecurity
● AWS and Azure Cloud Services and Analytics
● ISO 14971-Compliant Hazard Analysis
● Software Verification Testing
● Complimentary Software Technology Assessment
4. Integrated Computer Solutions Inc. www.ics.com
“ Software intended to be used for one or more
medical purposes that perform these purposes
without being part of a hardware medical
device.
IMDRF/SaMD WG/N10FINAL:2013
4
Software as a Medical Device
5. Integrated Computer Solutions Inc. www.ics.com
What impacts SaMD development (risks)
5
Regulatory
requirements
Technology
Changes
Business
contexts
User needs
7. Integrated Computer Solutions Inc. www.ics.com
User needs
● Who is the intended user of the SaMD (knowledge/age/sex)
● Where and when will the medical software be used? (home/hospital/means
of transport)
● What is the underlying problem that the SaMD is solving?
Intended use statement
[Product Name] is a mobile medical application intended to provide cognitive behavioral therapy
(CBT) for the treatment of the Substance Use Disorder (SUD) in patients 18 years of age and older.
[Product Name] is intended to be used as an adjunct to a contingency management system, for
patients who are currently enrolled in outpatient treatment under the supervision of a clinician.
7
8. Integrated Computer Solutions Inc. www.ics.com
User needs
8
Define underlying problem
Discover the solution that solves the
problem and meets user needs
Initial requirements
Tests with real users
Get feedback and adjust requirements
9. Integrated Computer Solutions Inc. www.ics.com
User testing
9
Use available methods and tools and get your ideas in front of end users early and
often.
10. Integrated Computer Solutions Inc. www.ics.com
UX/UI design
10
● Easy to use, intuitive for the target user
● Appropriateness of designs for the target platform (desktop monitor vs
mobile screen)
● Engaging
● Appropriate means to display information (e.g regionalization parameters,
selection/display of units)
● Real-world clinical workflows
POORLY DESIGNED INTERFACES LEAD TO USE ERROR
12. Integrated Computer Solutions Inc. www.ics.com
Technology
Technology
12
Functionality
● Get developers perspective on the initial requirements
● Come up with the general idea of how to build the system and initial
architecture
14. Integrated Computer Solutions Inc. www.ics.com
Defects
Defects introduced at the start of SaMD development account for nearly half of
the total number of defects
Create verification strategy and apply it from the start:
- Perform code reviews
- Use static and dynamic code analysis
- Develop unit tests
- Create coding standards
- Use coding best practices
14
16. Integrated Computer Solutions Inc. www.ics.com
Regulatory strategy
● What are the regulations and standards that apply to your
SaMD?
● What class is your medical device?
● What class is your software per 62304?
● What is the route to market?
16
17. Integrated Computer Solutions Inc. www.ics.com
Standards and regulations
17
Standard Standard Name
21 CFR part 820
MDR 2017/745
Medical device regulations
ISO 13485 Medical devices — Quality management systems — Requirements for
regulatory purposes
IEC 62304 Medical device software – software life cycle processes
IEC 14971 Application of risk management to medical devices
IEC 62366 Application of usability engineering to medical devices
18. Integrated Computer Solutions Inc. www.ics.com
Medical device classification
18
Class I - general controls
Class II - general and special controls
Class III - premarket approval
H
i
g
h
r
i
s
k
L
o
w
r
i
s
k
19. Integrated Computer Solutions Inc. www.ics.com
Software classification per 62304
19
Impact: Minor
No possibility of
damage to health
CLASS A
Impact: Moderate
Possibility of non
serious injury
CLASS B
Impact: Major
Possibility of death
or serious injury
CLASS C
20. Integrated Computer Solutions Inc. www.ics.com
Software classification per 62304
20
Software Documentation Class A Class B Class C
Software development plan X X X
Software requirements specification X X X
Software architecture X X
Software detailed design X
Software unit implementation X X X
Software unit verification X X
Software integration and integration testing X X
Software system testing X X X
Software release X X X
Software maintenance process X X X
Software risk management process X X
Software configuration management X X X
Software problem resolution X X X
22. Integrated Computer Solutions Inc. www.ics.com
Business
● What are the potential markets for your product?
● Is there a predicate device on the market? What’s the
competition?
● Who is the customer?
● What other products or system will the device
communicate and interact with?
22
23. Integrated Computer Solutions Inc. www.ics.com 23
USA EU
21 CFR part 820 MDR 2017/745, IVDR 2017/746
FDA approval is not time limited Repeated certification process (notified body audits)
Class I, II, III Class I, Im, Is, IIa, IIb, III or
A, B, C, D (IVDR)
510(k), de novo, PMA
Enforcement discretion
Conformity assessment (most often technical
file+QMS)
QSR/QMSR QMS ISO 13485
HIPAA GDPR
Potential markets
24. Integrated Computer Solutions Inc. www.ics.com
Competition
Predicate device
● already legally
marketed in the US
● similar to your
device with regard to
indications for use
and technological
characteristics.
24
Innovation
● Clinical trials
● More expensive
and time
consuming
certification path
26. Integrated Computer Solutions Inc. www.ics.com
Interoperability
Integration with external systems (e.g. HIS, LIS)
Communication with other devices / medical devices (e.g. smart watches,
hardware medical devices)
● Safeguard data at rest and in-transit
● System and hardware requirements and testing
● Implement uniform standards for health care data (HL7, FHIR)
26
28. Integrated Computer Solutions Inc. www.ics.com
Change management
Introduce changes early in the development process
28
29. Integrated Computer Solutions Inc. www.ics.com
Change management
Set up a change management process that best suits your
needs and meet regulatory requirements
- Define significant and non-significant changes that are
specific to your product
- Document carefully the design structure and
interrelationships of modules to limit the validation effort
needed when a change is made
- Separate high risk medical modules from the low risk one
29
30. Integrated Computer Solutions Inc. www.ics.com
Key takeaways
● Define user needs and perform user testing early and often
● Involve engineers early in the process to define the initial design of the
system and minimize defects by applying verification means
● Define regulatory strategy that includes medical device class, applicable
regulations, software safety class and product certification path
● Define intended markets, competition, legal requirements and interoperability
● Define change management procedure and adjust it to the product
Resources:
1. https://radiant.digital/wireframe-mockup-and-prototype-whats-the-difference
2. https://customerthink.com/agile-versus-waterfall-for-crm-implementation-success/
3. http://www.ambysoft.com/essays/agileLifecycle.html
4. https://www.guru99.com/software-testing.html
5. INSPIRED: How to Create Tech Products Customers Love, Marty Cagan
30
31. Integrated Computer Solutions Inc. www.ics.com
Integrated Computer Solutions Inc.
Thank you!
Any questions?
Magda Kocot
Regulatory Project Manager, ICS
mkocot@ics.com
31