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
Appalla Venkataprabhakar and I presented this at the Oracle\'s Annual Clinical Development and Safety Conference 2010 at Hyderabad, India on 6th October 2010.
The basics of medical device labeling usa fda regulations-by-costas-chantzisCostas Chantzis
The Basics of Medical Device Labeling - USA FDA Regulations:
What You Must Know To Improve Your Chances of NOT Getting Your Company In Trouble with the FDA ...
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
USFDA Approval Process For Drug Products & Biological Product i.e NDA Vs. BLA
Comparison of NDA and BLA application process in USA. IND, NDA, ANDA & BLA dossier submission procedure.
Appalla Venkataprabhakar and I presented this at the Oracle\'s Annual Clinical Development and Safety Conference 2010 at Hyderabad, India on 6th October 2010.
The basics of medical device labeling usa fda regulations-by-costas-chantzisCostas Chantzis
The Basics of Medical Device Labeling - USA FDA Regulations:
What You Must Know To Improve Your Chances of NOT Getting Your Company In Trouble with the FDA ...
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
USFDA Approval Process For Drug Products & Biological Product i.e NDA Vs. BLA
Comparison of NDA and BLA application process in USA. IND, NDA, ANDA & BLA dossier submission procedure.
Software as a Medical Device (SaMD) - IMDRF Definition and Categorisationpi
Following the growing importance of technology in healthcare, Medical Devices have begun to play an increasingly important role in the further development of the life sciences landscape.
One of its more remarkable and fastest growing segments goes under the name Software as a Medical Device. This presentation zooms in on the definition and categorisation, as used by the International Medical Device Regulators Forum.
The term Software as a Medical Device is defined by the International Medical Device Regulators Forum (IMDRF) as "software intended to be used for one or more medical purposes that perform these purposes without being part of a hardware medical device." Use of Software as a Medical Device is continuing to increase.
Speaker: Peter Pekos, Dalton Pharma Services. Part of the MaRS Best Practices Series.This session, led by seasoned industry experts, will explore how to effectively set up your pre-clinical POC studies, address pre-clinical safety requirements and issues, and give you an overview of the manufacturing standards required for Phase I studies
More information: http://www.marsdd.com/Events/Event-Calendar/Best-Practices-Series/ind-05132008.html
Overview on “Computer System Validation” CSVAnil Sharma
HI this is Anil Sharma, Executive Compliance in USV LTD. I want to share my brief knowledge on CSV with you. I hope my presentation will help you to understand basics of CSV.
General Principals Of Software Validationstaciemarotta
This guidance outlines general validation principles that the Food and Drug Administration (FDA)
considers to be applicable to the validation of medical device software or the validation of software
used to design, develop, or manufacture medical devices. This final guidance document, Version 2.0,
supersedes the draft document, General Principles of Software Validation, Version 1.1, dated June
9, 1997.
Discussed about commercial product post-approval variation management as per ICH guideline Q12 Product LifeCycle Management. Covers the Risk-based Variation Categorisation and making effective communication between MAH and Authority.
Usability Validation Testing of Medical Devices and SoftwareUXPA Boston
The U.S. FDA and international regulatory bodies require usability testing of medical devices, products, software, and systems as part of their overall validation. Manufacturers must demonstrate that all potential use-related hazards have been identified, prioritized, and mitigated. The method for demonstrating this is human factors/usability engineering (HF/UE) validation testing. However, the way we conduct these studies is in many ways different from the way we conduct studies of non-medical products and systems.
This topic is relevant to the Boston UX community given the convergence of consumer and medical devices, as well as the rise of wearable technologies and the apps that interact with them. This presentation will cover the key aspects of HF/UE validation (a.k.a. ‘summative’) testing and what the FDA expects in the final HF/UE summary report.
Importantly, this session will consist of half presentation and half Q&A, with the audience driving the discussion toward current issues, questions, and challenges that are relevant to them.
To comprehend the regulatory requirements to import medical Medical devices and authorization procedures in regulated markets of the United States and Australia
Update on software as a medical device (SaMD)TGA Australia
This presentation will explore the definition of a medical device and how this applies to software. In addition, the nuances of the kinds of software will be discussed in relation to their likely classification as a medical device.
After adoption and success of E2B R2 for almost a decade finally change was brought to tear down and bring some more updates to the existing ICSR Elements Design.
5 Key Considerations at the Start of SaMD DevelopmentICS
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.
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
Software as a Medical Device (SaMD) - IMDRF Definition and Categorisationpi
Following the growing importance of technology in healthcare, Medical Devices have begun to play an increasingly important role in the further development of the life sciences landscape.
One of its more remarkable and fastest growing segments goes under the name Software as a Medical Device. This presentation zooms in on the definition and categorisation, as used by the International Medical Device Regulators Forum.
The term Software as a Medical Device is defined by the International Medical Device Regulators Forum (IMDRF) as "software intended to be used for one or more medical purposes that perform these purposes without being part of a hardware medical device." Use of Software as a Medical Device is continuing to increase.
Speaker: Peter Pekos, Dalton Pharma Services. Part of the MaRS Best Practices Series.This session, led by seasoned industry experts, will explore how to effectively set up your pre-clinical POC studies, address pre-clinical safety requirements and issues, and give you an overview of the manufacturing standards required for Phase I studies
More information: http://www.marsdd.com/Events/Event-Calendar/Best-Practices-Series/ind-05132008.html
Overview on “Computer System Validation” CSVAnil Sharma
HI this is Anil Sharma, Executive Compliance in USV LTD. I want to share my brief knowledge on CSV with you. I hope my presentation will help you to understand basics of CSV.
General Principals Of Software Validationstaciemarotta
This guidance outlines general validation principles that the Food and Drug Administration (FDA)
considers to be applicable to the validation of medical device software or the validation of software
used to design, develop, or manufacture medical devices. This final guidance document, Version 2.0,
supersedes the draft document, General Principles of Software Validation, Version 1.1, dated June
9, 1997.
Discussed about commercial product post-approval variation management as per ICH guideline Q12 Product LifeCycle Management. Covers the Risk-based Variation Categorisation and making effective communication between MAH and Authority.
Usability Validation Testing of Medical Devices and SoftwareUXPA Boston
The U.S. FDA and international regulatory bodies require usability testing of medical devices, products, software, and systems as part of their overall validation. Manufacturers must demonstrate that all potential use-related hazards have been identified, prioritized, and mitigated. The method for demonstrating this is human factors/usability engineering (HF/UE) validation testing. However, the way we conduct these studies is in many ways different from the way we conduct studies of non-medical products and systems.
This topic is relevant to the Boston UX community given the convergence of consumer and medical devices, as well as the rise of wearable technologies and the apps that interact with them. This presentation will cover the key aspects of HF/UE validation (a.k.a. ‘summative’) testing and what the FDA expects in the final HF/UE summary report.
Importantly, this session will consist of half presentation and half Q&A, with the audience driving the discussion toward current issues, questions, and challenges that are relevant to them.
To comprehend the regulatory requirements to import medical Medical devices and authorization procedures in regulated markets of the United States and Australia
Update on software as a medical device (SaMD)TGA Australia
This presentation will explore the definition of a medical device and how this applies to software. In addition, the nuances of the kinds of software will be discussed in relation to their likely classification as a medical device.
After adoption and success of E2B R2 for almost a decade finally change was brought to tear down and bring some more updates to the existing ICSR Elements Design.
5 Key Considerations at the Start of SaMD DevelopmentICS
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.
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
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.
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.
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.
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.
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
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.
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.
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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.
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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.
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.
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.
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.
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 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.
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.
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.
Listen to the keynote address and hear about the latest developments from Rachana Ananthakrishnan and Ian Foster who review the updates to the Globus Platform and Service, and the relevance of Globus to the scientific community as an automation platform to accelerate scientific discovery.
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.
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.
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/
Top 7 Unique WhatsApp API Benefits | Saudi ArabiaYara Milbes
Discover the transformative power of the WhatsApp API in our latest SlideShare presentation, "Top 7 Unique WhatsApp API Benefits." In today's fast-paced digital era, effective communication is crucial for both personal and professional success. Whether you're a small business looking to enhance customer interactions or an individual seeking seamless communication with loved ones, the WhatsApp API offers robust capabilities that can significantly elevate your experience.
In this presentation, we delve into the top 7 distinctive benefits of the WhatsApp API, provided by the leading WhatsApp API service provider in Saudi Arabia. Learn how to streamline customer support, automate notifications, leverage rich media messaging, run scalable marketing campaigns, integrate secure payments, synchronize with CRM systems, and ensure enhanced security and privacy.
Utilocate offers a comprehensive solution for locate ticket management by automating and streamlining the entire process. By integrating with Geospatial Information Systems (GIS), it provides accurate mapping and visualization of utility locations, enhancing decision-making and reducing the risk of errors. The system's advanced data analytics tools help identify trends, predict potential issues, and optimize resource allocation, making the locate ticket management process smarter and more efficient. Additionally, automated ticket management ensures consistency and reduces human error, while real-time notifications keep all relevant personnel informed and ready to respond promptly.
The system's ability to streamline workflows and automate ticket routing significantly reduces the time taken to process each ticket, making the process faster and more efficient. Mobile access allows field technicians to update ticket information on the go, ensuring that the latest information is always available and accelerating the locate process. Overall, Utilocate not only enhances the efficiency and accuracy of locate ticket management but also improves safety by minimizing the risk of utility damage through precise and timely locates.
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.
Essentials of Automations: The Art of Triggers and Actions in FMESafe Software
In this second installment of our Essentials of Automations webinar series, we’ll explore the landscape of triggers and actions, guiding you through the nuances of authoring and adapting workspaces for seamless automations. Gain an understanding of the full spectrum of triggers and actions available in FME, empowering you to enhance your workspaces for efficient automation.
We’ll kick things off by showcasing the most commonly used event-based triggers, introducing you to various automation workflows like manual triggers, schedules, directory watchers, and more. Plus, see how these elements play out in real scenarios.
Whether you’re tweaking your current setup or building from the ground up, this session will arm you with the tools and insights needed to transform your FME usage into a powerhouse of productivity. Join us to discover effective strategies that simplify complex processes, enhancing your productivity and transforming your data management practices with FME. Let’s turn complexity into clarity and make your workspaces work wonders!
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.
Innovating Inference - Remote Triggering of Large Language Models on HPC Clus...Globus
Large Language Models (LLMs) are currently the center of attention in the tech world, particularly for their potential to advance research. In this presentation, we'll explore a straightforward and effective method for quickly initiating inference runs on supercomputers using the vLLM tool with Globus Compute, specifically on the Polaris system at ALCF. We'll begin by briefly discussing the popularity and applications of LLMs in various fields. Following this, we will introduce the vLLM tool, and explain how it integrates with Globus Compute to efficiently manage LLM operations on Polaris. Attendees will learn the practical aspects of setting up and remotely triggering LLMs from local machines, focusing on ease of use and efficiency. This talk is ideal for researchers and practitioners looking to leverage the power of LLMs in their work, offering a clear guide to harnessing supercomputing resources for quick and effective LLM inference.
In 2015, I used to write extensions for Joomla, WordPress, phpBB3, etc and I ...Juraj Vysvader
In 2015, I used to write extensions for Joomla, WordPress, phpBB3, etc and I didn't get rich from it but it did have 63K downloads (powered possible tens of thousands of websites).
We describe the deployment and use of Globus Compute for remote computation. This content is aimed at researchers who wish to compute on remote resources using a unified programming interface, as well as system administrators who will deploy and operate Globus Compute services on their research computing infrastructure.
Large Language Models and the End of ProgrammingMatt Welsh
Talk by Matt Welsh at Craft Conference 2024 on the impact that Large Language Models will have on the future of software development. In this talk, I discuss the ways in which LLMs will impact the software industry, from replacing human software developers with AI, to replacing conventional software with models that perform reasoning, computation, and problem-solving.
Software Engineering, Software Consulting, Tech Lead, Spring Boot, Spring Cloud, Spring Core, Spring JDBC, Spring Transaction, Spring MVC, OpenShift Cloud Platform, Kafka, REST, SOAP, LLD & HLD.
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/
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Software Interface Design for Medical Devices
1. Integrated Computer Solutions Inc. www.ics.com
Software Interface Design
for Medical Devices
Presented by Rex Palmer
Principal User Experience Designer, ICS
1
2. Integrated Computer Solutions Inc. www.ics.com
About ICS and Boston UX
2
Delivering Smart Devices for a Connected World
ICS:
● Founded in 1987
● Provides integrated custom software development services across
many high-performance industries from medical to manufacturing
● Embedded, touchscreen, mobile and desktop applications
● Largest source of independent Qt expertise in North America
● HQ in Waltham, MA with offices in California, Canada, Europe
Boston UX:
● Part of the ICS family, focusing on UX design
● Designs compelling touchscreen interfaces for high-impact embedded and
connected medical, industrial and consumer devices
3. Integrated Computer Solutions Inc. www.ics.com
Agenda
3
• The role of poor design in medical errors
• The benefits of UX design for medical device software
• Software design as a cause of device recalls
• Relevant international standards and FDA regulations
• The emergence of software as a medical device (SaMD)
5. Integrated Computer Solutions Inc. www.ics.com
Software Design for Today’s Devices
5
• In many industries, hardware companies are increasingly becoming software
companies
• Building great software has always been challenging
• Smart, connected devices increase the challenge significantly
• Great software starts with serious attention to user experience
6. Integrated Computer Solutions Inc. www.ics.com
Case Study: Patient Controlled Analgesia Pump
6
4:30pm Feb 27, 2000
• Danielle McCray admitted to Tallahassee
Memorial hospital to deliver a baby
6:45pm Feb 27, 2000
• Connected to a patient-controlled analgesia
machine (programmable infusion pump)
Vicente (2006 ) p.142
2:30am Feb 28, 2000
• She had died of morphine overdose
Cause: “human error” Representative PCA only
7. Integrated Computer Solutions Inc. www.ics.com
Case Study - continued
7
• The PCA that Danielle McCray used required up to 27 programming steps
• “Human error” caused 68% of fatalities and serious injuries associated
with this device
• During a 12-year period, improper programming of this device caused at
least 65 deaths (Estimates range as high as 667)
Vicente (2006 ) p.143
8. Integrated Computer Solutions Inc. www.ics.com
Case Study - Denial
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1996 - Warning: potential interface issues
1997 - Warning: Device “susceptible to misprogramming”
Company response: problem was not with the design, but lack of user training
Kim Vicente: The Human Factor, Routledge, 2006
9. Integrated Computer Solutions Inc. www.ics.com
Medical Error:
Third Leading Cause of Death in the U.S.
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Martin A Makary, Michael Daniel. BMJ 2016; 353: i2139 (03 May 2016)
10. Integrated Computer Solutions Inc. www.ics.com
Bad Apples or Bad Design?
10
• The “bad apple” argument blames the user
• Use errors are not necessarily user errors
• Use error: “User action or lack of action that was
different from that expected by the manufacturer and
caused a result that:
FDA 1757: “Applying Human Factors and Usability Engineering to Medical Devices” (2016)
1. was different from the result expected by the user and...
2. was not caused solely by device failure and...
3. did or could result in harm”
11. Integrated Computer Solutions Inc. www.ics.com
How Many Use Errors Result
from Poor Design?
11
Kim Vicente: The Human Factor, Routledge, 2006
12. Integrated Computer Solutions Inc. www.ics.com
Use Errors and User Interface Design
12
• More than one third of medical device incident reports involve use error
• More than one half of the recalls due to design problems can be traced to the
design of the user interface
Patterson, Patricia A. 2010
13. Integrated Computer Solutions Inc. www.ics.com
“
Design modifications to [a] device and its user
interface are generally the most effective means
for eliminating or reducing use-related hazards.
13
FDA 1757.” (2016)
14. Integrated Computer Solutions Inc. www.ics.com
Case Study - Redesign
Modifications included:
● A dialog structure with fewer steps
● A dialog overview showing the user's location in the programming sequence
● Better command feedback
● Easier error recovery
● Clearer labels and messages
14
Vicente. 2006. p.143
Lin, Laura. 1998
15. Integrated Computer Solutions Inc. www.ics.com
Case Study – PCA Programming
15
Lin, Laura, et al. 2001
Old Interface New Interface
16. Integrated Computer Solutions Inc. www.ics.com
Case Study - Results
Programming steps
User errors
Task time
16
Vicente:, 2006. p.143
Lin, Laura.. 1998
The specific programming error that had been linked to patient
deaths was eliminated
55%
56%
18%
18. Integrated Computer Solutions Inc. www.ics.com
UX Design for Medical Device Software:
Like UX Design for Anything, Except…
18
• Stakes
• Safety and risk management
• Regulation
• Documentation
• Best practices are crucial
• Guidance available
• Need for extra rigorous testing
19. Integrated Computer Solutions Inc. www.ics.com
UX Design for Medical Device Software
19
● UX design for device software is not blind adherence to a set of
guidelines; it is the sum of several processes
● The general discipline of User Experience Design practiced with an
awareness of medical standards and safety requirements
AAMI HE 75. 2006 R 2016
21. Integrated Computer Solutions Inc. www.ics.com
Focus on Safety:
Use-related risk management process
21
Includes:
• Use error analysis – iterated throughout the design process
• Hazard analysis
• Failure Mode Effects Analysis (FMEA)
• Usability testing- focused on detecting potential use errors
• CAPA plans - preventative measures related to use-error mitigation
22. Integrated Computer Solutions Inc. www.ics.com
Focus on Safety: More Than Risk Management
22
In addition to risk, the design process must consider the
severity of potential harms.
23. Integrated Computer Solutions Inc. www.ics.com
Focus on Safety: Sample sizes for user testing
23
Faulkner, 2003; HE75 p40
Percentage
of total
known
usability
problems
found
Number of users per group
24. Integrated Computer Solutions Inc. www.ics.com
Benefits UX-based Design
24
• Increases safety
• Reduces use error
• Decreases training time
• Increases ease of use
• Enhances user satisfaction
• Improves patient outcomes
• Improves task performance and optimal
device use
• Facilitates recovery from use error
• Reduces product liability risks
• Facilitates the regulatory approval process
• Increases the chance of commercial success
AAMI HE75 2006 R 2016
26. Integrated Computer Solutions Inc. www.ics.com
Some Important Standards
26
• ANSI/AAMI HE75 Human factors engineering –Design of medical devices
• ISO 13485 Quality management systems for medical devices
• ANSI/AAMI/IEC 62304 Medical device software—Software life cycle processes
• ANSI/AAMI/IEC 62366 Application of usability engineering to medical devices
27. Integrated Computer Solutions Inc. www.ics.com
ANSI/AAMI HE75
27
Human factors engineering –Design of medical devices
33. Integrated Computer Solutions Inc. www.ics.com
Regulation in the USA: Food and Drug Administration
33
FDA 1757. 2016
● Center for Devices and Radiological Health (CDRH)
● Focus is on safety and effectiveness
34. Integrated Computer Solutions Inc. www.ics.com
FDA Device Classification
● Class I - low risk
● Class II - moderate risk
● Class III - high risk
34
35. Integrated Computer Solutions Inc. www.ics.com
FDA Design Controls: 21 CFR 820.30
● Federal regulation of medical device design process
● CDRH enforces
● Device makers must comply
35
37. Integrated Computer Solutions Inc. www.ics.com
Compliance vs Quality
● Compliance and quality are not the same thing
● Quality is more important
37
39. Integrated Computer Solutions Inc. www.ics.com
FDA Recall Data
39
Top 10 FDA medical device recalls classified by violated regulation, FY 2010 – FY 2012
FDA, CRDH. “Medical Device Recall Report FY2003 to FY2012” 2013.
40. Integrated Computer Solutions Inc. www.ics.com
FDA Recall Data
40
Reasons for FDA medical device recalls FY 2010 – FY 2012
FDA, CRDH. “Medical Device Recall Report FY2003 to FY2012” 2013.
41. Integrated Computer Solutions Inc. www.ics.com
FDA Recall Data
41
Most Common Cause of Recall – Software Design Failures
Number of Software Cause Recall Events by Fiscal Year 2008 - 2012
FDA, CRDH. “Medical Device Recall Report FY2003 to FY2012” 2013.
42. Integrated Computer Solutions Inc. www.ics.com 42
Recall Cause Categories, FY 2010 - 2012
FDA, CRDH. “Medical Device Recall Report FY2003 to FY2012” 2013.
FDA Recall Data
43. Integrated Computer Solutions Inc. www.ics.com
New Category of Regulation:
Software as a Medical Device (SaMD)
43
• Definition: Software intended to be used for one or more medical
purposes that perform these purposes without being part of a
hardware medical device.
44. Integrated Computer Solutions Inc. www.ics.com
Software as a Medical Device (SaMD) Examples
44
• Software as active therapeutic medical device
• Computer Aided Detection systems
Qualification and Classification of Stand Alone Software -MEDDEV 2.1/6 July 2016 EUROPEAN COMMISSION
DG Internal Market, Industry, Entrepreneurship and SMEs Directorate Consumer, Environmental and Health Technologies Unit Health technology and Cosmetics
45. Integrated Computer Solutions Inc. www.ics.com
Software as a Medical Device (SaMD)
45
• International Medical Device
Regulators Forum (IMDRF) has
developed a framework for
regulating SaMD
• FDA and European Commission have adopted that
framework as guidance
• More regulation is expected to follow
47. Integrated Computer Solutions Inc. www.ics.com
Conclusion
47
Our relationship to technology is undergoing a revolution marked by an
understanding that technology must be fitted to human abilities…
…not the other way around
Software controls for medical devices are a critical part of this revolution
49. Integrated Computer Solutions Inc. www.ics.com
Sources
49
Association for the Advancement of Medical Instrumentation. ANSI/AAMI HE75:2009/ (R)2013 Human factors engineering
–Design of medical devices. 2013.
International Electrotechnical Commission. ANSI/AAMI/IEC 62304 2006 & A1:2016: Medical device software--Software life cycle
processes. 2016.
Faulkner, Laura. “Beyond the five-user assumption: Benefits of increased sample sizes in usability testing.” Behavior Research
Methods, Instruments, & Computers. 2003
IMDRF SaMD Working Group. Software as a Medical Device (SaMD): Key Definitions. International Medical Device Regulators
Forum. 9 December 2013
Lin, Laura, et al. “Patient Safety, Potential Adverse Drug Events, and Medical Device Design: A Human Factors Engineering
Approach.” Journal of Biomedical Informatics. 2001.
Lin, Laura. “Human Error in Patient-Controlled Analgesia: Incident Reports and Experimental Evaluation.” Proceedings of the
Human Factors and Ergonomics Society Annual Meeting. 1998.
Makary, Martin A, and Daniel, Michael. “Medical error--the third leading cause of death in the US” British Medical Journal (BMJ),
2016
Patterson, Patricia A. and North, Robert A. “A Sneak Preview of FDA's Human Factors Standard.” Qmed. Medical Device and
Diagnostic Industry. 2010.
50. Integrated Computer Solutions Inc. www.ics.com
Sources
50
Speer, John. “The Ultimate Guide to Design Controls for Medical Device Companies.” GreenLight Guru: (eBook)
Stewart, Patrick J., et al. Software as a Medical Device (SAMD): Clinical Evaluation – Guidance for Industry and Food and Drug
Administration Staff. U.S. Department of Health and Human Services, Food and Drug Administration, Center for Devices and
Radiological Health, 2017.
Story, Mary Folette, PhD. “The FDA Perspective on Human Factors in Medical Device Software Development.” IQPC Software
Design for Medical Devices Europe. 2012.
U.S. Food, Drug Administration, Center for Devices, Radiological Health, Office of Compliance Division of Analysis, and Program
Operations. “Medical Device Recall Report FY2003 to FY2012.” 2013.
U.S. Food, Drug Administration, Code of Federal Regulations. Title 21, Volume 8. Revised as of April 1, 2018.
Van Schooenderwoert, Nancy and Shoemaker, Brian. Agile Methods for Safety-Critical Systems: A Primer Using Medical Device
Examples. Lean-Agile Partners and ShoeBar Associates, 2018
Vicente, Kim. The Human Factor: Revolutionizing the Way People Live with Technology. Routledge, 2006.
Wilbon, Tonya A. “An Introduction to the Quality System Regulation and Design Controls.” (webinar) 2018.