Nolij Consulting: Application of AI in Healthcare IndustryNolij Consulting
Augmented Reality (AR) and Virtual Reality (VR) are changing our lives and disrupting industries the world over. AR/VR technologies are being used in various fields, from business to education to gaming. However, it is the medical industry that has seen the most use of these technologies. This is because AR and VR have a multitude of benefits for surgeons, medical professionals, patients and even patients’ families. There are many emerging technology solutions in healthcare. The use of artificial intelligence in healthcare industry are manifold. Let’s take a look at the top five use cases.
The use cases of AR VR in healthcare are manifold. Let’s take a look at the top five use cases.
1. SURGICAL ASSISTANCE
2. VIRTUAL TRAINING
3. REMOTE GUIDANCE
4. ADVANCED DIAGNOSTICS
5. TELEHEALTH
Visit: https://nolijconsulting.com/ to know more
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The document discusses how emerging technologies like virtual reality (VR) and ambient intelligence can be used to improve healthcare and quality of life. VR and immersive virtual telepresence tools are outlined as potential "killer apps" for areas like rehabilitation, treatment of eating disorders and phobias, and medical education. However, barriers like costs, complexity, and lack of standards need to be addressed. The vision of "p-health" is proposed, which combines immersive VR technologies and ambient intelligence for shared e-therapy experiences.
Rise Of Metaverse In Healthcare IndustriesAlphyiaJohn
The Metaverse is an emerging technology that has been making waves in various industries. However, its potential impact on the healthcare and medicine sector is still largely unexplored. The Metaverse Healthcare Development has the potential to revolutionize the way healthcare is delivered, making it more accessible and patient-centric. In this article, we will explore the potential impact of the Metaverse on the future of healthcare and medicine and how it could transform the industry. We will examine the various ways in which Metaverse Healthcare Development can improve patient outcomes and enhance the delivery of healthcare services.
Design and implementation of instructional 3D Web-based interactive medical d...Pubrica
Top 3D Animation Services Companies in India virtual worlds and computer simulations are examples of these, which can help healthcare professionals improve their training by giving them hands-on experience in virtual surroundings.
Learn More : https://pubrica.com/services/scientific-communication/
Reference: https://bit.ly/3r1iP9t
Why Pubrica:
When you order our services, we promise you the following – Plagiarism free | always on Time | 24*7 customer support | Written to international Standard | Unlimited Revisions support | Medical writing Expert | Publication Support | Bio statistical experts | High-quality Subject Matter Experts.
Contact us:
Web: https://pubrica.com/
Blog: https://pubrica.com/academy/
Email: sales@pubrica.com
WhatsApp : +91 9884350006
United Kingdom: +44-1618186353
Design and implementation of instructional 3D Web-based interactive medical d...Pubrica
The document discusses the design and implementation of interactive 3D web-based medical devices for educational purposes. It describes how virtual reality and simulations can provide hands-on training for healthcare professionals to learn procedures. The 3D models of medical equipment and virtual patients are integrated into an online learning environment. The goals are to address limitations on training opportunities due to changes in healthcare and to improve safety by teaching workers how to use common devices.
AR is revolutionizing the healthcare industryFit Focus Hub
Augmented Reality (AR) is spearheading a transformative revolution in the healthcare industry, ushering in a new era of patient care, medical training, and overall operational efficiency.
This cutting-edge technology integrates digital information and virtual elements into the real-world environment, offering unprecedented opportunities for healthcare professionals, patients, and medical institutions.
In the realm of patient care, AR is enhancing diagnostics and treatment procedures by providing clinicians with real-time, contextually relevant information.
Surgeons, for instance, can leverage AR to overlay intricate details of a patient's anatomy during procedures, facilitating more precise and personalized interventions.
This not only minimizes the margin of error but also contributes to quicker recovery times and improved patient outcomes.
Medical education is another domain experiencing a profound impact from AR. The technology allows students and professionals to engage in immersive and interactive learning experiences, simulating surgeries, medical scenarios, and anatomical structures in three dimensions.
This hands-on approach fosters a deeper understanding of complex medical concepts and procedures, ultimately producing better-prepared healthcare practitioners.
For patients, AR is breaking down barriers to understanding their own health conditions. Interactive visualizations and simulations enable individuals to comprehend complex medical information, fostering improved health literacy.
Moreover, AR applications are being developed to assist patients in adhering to treatment plans, offering reminders for medication schedules and providing valuable insights into their overall well-being.
In healthcare facilities, AR is streamlining workflows and optimizing resource utilization.
From inventory management to patient navigation within hospital premises, AR solutions are enhancing operational efficiency.
For example, AR-powered smart glasses can guide medical staff through intricate procedures, helping them locate equipment, access patient records, and communicate seamlessly with colleagues.
The potential for AR in revolutionizing rehabilitation and therapy is also gaining recognition.
By overlaying digital elements onto the physical world, patients undergoing rehabilitation can engage in more interactive and motivating exercises, accelerating recovery and enhancing the overall rehabilitation experience.
In conclusion, the integration of Augmented Reality in the healthcare industry is catalyzing a paradigm shift in patient care, medical education, and operational processes.
As this technology continues to evolve, its impact on the sector is poised to create a more connected, informed, and efficient healthcare ecosystem, ultimately improving outcomes for both healthcare professionals and the individuals they serve.
Nolij Consulting: Application of AI in Healthcare IndustryNolij Consulting
Augmented Reality (AR) and Virtual Reality (VR) are changing our lives and disrupting industries the world over. AR/VR technologies are being used in various fields, from business to education to gaming. However, it is the medical industry that has seen the most use of these technologies. This is because AR and VR have a multitude of benefits for surgeons, medical professionals, patients and even patients’ families. There are many emerging technology solutions in healthcare. The use of artificial intelligence in healthcare industry are manifold. Let’s take a look at the top five use cases.
The use cases of AR VR in healthcare are manifold. Let’s take a look at the top five use cases.
1. SURGICAL ASSISTANCE
2. VIRTUAL TRAINING
3. REMOTE GUIDANCE
4. ADVANCED DIAGNOSTICS
5. TELEHEALTH
Visit: https://nolijconsulting.com/ to know more
Ambient Intelligence and Immersive Virtual Telepresence in Health CareRiva Giuseppe
The document discusses how emerging technologies like virtual reality (VR) and ambient intelligence can be used to improve healthcare and quality of life. VR and immersive virtual telepresence tools are outlined as potential "killer apps" for areas like rehabilitation, treatment of eating disorders and phobias, and medical education. However, barriers like costs, complexity, and lack of standards need to be addressed. The vision of "p-health" is proposed, which combines immersive VR technologies and ambient intelligence for shared e-therapy experiences.
Rise Of Metaverse In Healthcare IndustriesAlphyiaJohn
The Metaverse is an emerging technology that has been making waves in various industries. However, its potential impact on the healthcare and medicine sector is still largely unexplored. The Metaverse Healthcare Development has the potential to revolutionize the way healthcare is delivered, making it more accessible and patient-centric. In this article, we will explore the potential impact of the Metaverse on the future of healthcare and medicine and how it could transform the industry. We will examine the various ways in which Metaverse Healthcare Development can improve patient outcomes and enhance the delivery of healthcare services.
Design and implementation of instructional 3D Web-based interactive medical d...Pubrica
Top 3D Animation Services Companies in India virtual worlds and computer simulations are examples of these, which can help healthcare professionals improve their training by giving them hands-on experience in virtual surroundings.
Learn More : https://pubrica.com/services/scientific-communication/
Reference: https://bit.ly/3r1iP9t
Why Pubrica:
When you order our services, we promise you the following – Plagiarism free | always on Time | 24*7 customer support | Written to international Standard | Unlimited Revisions support | Medical writing Expert | Publication Support | Bio statistical experts | High-quality Subject Matter Experts.
Contact us:
Web: https://pubrica.com/
Blog: https://pubrica.com/academy/
Email: sales@pubrica.com
WhatsApp : +91 9884350006
United Kingdom: +44-1618186353
Design and implementation of instructional 3D Web-based interactive medical d...Pubrica
The document discusses the design and implementation of interactive 3D web-based medical devices for educational purposes. It describes how virtual reality and simulations can provide hands-on training for healthcare professionals to learn procedures. The 3D models of medical equipment and virtual patients are integrated into an online learning environment. The goals are to address limitations on training opportunities due to changes in healthcare and to improve safety by teaching workers how to use common devices.
AR is revolutionizing the healthcare industryFit Focus Hub
Augmented Reality (AR) is spearheading a transformative revolution in the healthcare industry, ushering in a new era of patient care, medical training, and overall operational efficiency.
This cutting-edge technology integrates digital information and virtual elements into the real-world environment, offering unprecedented opportunities for healthcare professionals, patients, and medical institutions.
In the realm of patient care, AR is enhancing diagnostics and treatment procedures by providing clinicians with real-time, contextually relevant information.
Surgeons, for instance, can leverage AR to overlay intricate details of a patient's anatomy during procedures, facilitating more precise and personalized interventions.
This not only minimizes the margin of error but also contributes to quicker recovery times and improved patient outcomes.
Medical education is another domain experiencing a profound impact from AR. The technology allows students and professionals to engage in immersive and interactive learning experiences, simulating surgeries, medical scenarios, and anatomical structures in three dimensions.
This hands-on approach fosters a deeper understanding of complex medical concepts and procedures, ultimately producing better-prepared healthcare practitioners.
For patients, AR is breaking down barriers to understanding their own health conditions. Interactive visualizations and simulations enable individuals to comprehend complex medical information, fostering improved health literacy.
Moreover, AR applications are being developed to assist patients in adhering to treatment plans, offering reminders for medication schedules and providing valuable insights into their overall well-being.
In healthcare facilities, AR is streamlining workflows and optimizing resource utilization.
From inventory management to patient navigation within hospital premises, AR solutions are enhancing operational efficiency.
For example, AR-powered smart glasses can guide medical staff through intricate procedures, helping them locate equipment, access patient records, and communicate seamlessly with colleagues.
The potential for AR in revolutionizing rehabilitation and therapy is also gaining recognition.
By overlaying digital elements onto the physical world, patients undergoing rehabilitation can engage in more interactive and motivating exercises, accelerating recovery and enhancing the overall rehabilitation experience.
In conclusion, the integration of Augmented Reality in the healthcare industry is catalyzing a paradigm shift in patient care, medical education, and operational processes.
As this technology continues to evolve, its impact on the sector is poised to create a more connected, informed, and efficient healthcare ecosystem, ultimately improving outcomes for both healthcare professionals and the individuals they serve.
Digital medicine comes of age - ISDM E-Newsletter Feb 2020David Wortley
This newsletter discusses the growing use of digital technologies in healthcare. It covers how digital tools are being used to track and model the spread of coronavirus. It also discusses applications of virtual reality for medical training, pain management, and personal health. Upcoming events on digital therapeutics and innovation in healthcare are also listed.
Selecting a trusted dealer for video trolleys is of utmost importance for hospitals. When investing in such equipment, hospitals need to ensure that they are purchasing reliable and high-quality products. Trusted video trolley dealers have a proven track record of delivering video trolleys that meet industry standards and are built to withstand the demanding healthcare environment.
The concept of the Metaverse, a virtual world where users can interact with each other and digital objects in a shared environment, has been gaining traction in recent years. With the rise of virtual and augmented reality technologies, the Metaverse is becoming more and more feasible. While many have focused on the potential of Metaverse for entertainment and gaming, it also has the potential to revolutionize the healthcare industry.
Healthcare is one of the top industries that is deriving plenty of advantages from the utilization of Virtual Reality technology. If you are interested in using this advanced 3D technology to establish your business in this segment, you must contact a reliable VR healthcare app development company. Know more at www.redappletech.com
Embracing the Technological Revolution in Healthcare.pdfParas Health
Telemedicine has emerged as a pivotal force, breaking down geographical barriers and providing unprecedented access to healthcare services. The convenience of virtual consultations has not only bridged the gap between patients and healthcare providers but has also become a cornerstone in preventive care. This is especially beneficial for those residing in regions where access to a multispeciality hospital in Patna might be limited.
Embracing the Technological Revolution in Healthcare.pptxParas Health
Telemedicine has emerged as a pivotal force, breaking down geographical barriers and providing unprecedented access to healthcare services. The convenience of virtual consultations has not only bridged the gap between patients and healthcare providers but has also become a cornerstone in preventive care. This is especially beneficial for those residing in regions where access to a multispeciality hospital in Patna might be limited.
Virtual and augmented reality technologies have the potential to significantly impact healthcare by providing new tools for training, education, behavioral health, and chronic disease management. While early adoption has focused on clinical uses like surgical training and rehabilitation, payors are now recognizing VR's opportunities in areas like member education, wellness programs, and marketing. However, hurdles around costs, integration challenges, and user experience issues still need to be addressed. Strategies for payors include starting with low-cost, high-impact VR solutions and partnering with other industries to expand access and drive innovation in this emerging field.
Virtual and augmented reality technologies have the potential to significantly impact healthcare by providing new tools for training, education, behavioral health, and chronic disease management. While early adoption has focused on clinical areas like rehabilitation and surgery, payors are now recognizing VR's opportunities across multiple verticals to improve outcomes and reduce costs. Strategies for payors include developing affordable, engaging VR solutions targeting areas like wellness, prevention and best practices training. Overcoming adoption challenges like infrastructure and comfort with new technologies will be important to realize VR's healthcare promise.
This document discusses the use of information and communication technologies (ICT) in healthcare. It begins with an introduction to ICT technologies and their role in healthcare. It then discusses how ICT is used in healthcare for health education, hospital management systems, health research, and health data management. The document also discusses future and emerging ICT technologies like augmented reality, virtual reality, artificial intelligence, and robotic process automation and how they are impacting healthcare. It concludes by discussing the use of computer simulations for healthcare education and training, including examples of simulations used for intra-oral radiography, cervical spine procedures, and surgical training.
Case Study of Augmented Reality Applications in Medical Fieldijtsrd
Computerized applications are used at greater extent that helps the training in medical field. Augmented reality applications possess an interactive virtual layer on top of reality. The use of augmented reality applications acts as a boon to medical education because they combine digital parts with the practical learning environment. The aim of this research is to investigate the scope of augmented reality applications in medical professionals training [1] This technology is different from virtual reality, in which the user is immersed in a virtual world generated by the computer. The AR system brings the computer into the user world by augmenting the real environment with virtual objects. [2] In Augmented Reality, physical and artificial objects are mixed together in a hybrid space where the user can move without constraints. This paper aims to provide information of current technologies and benefits of augmented reality and to describe the benefits and open issues. [3] Vaishnavi D. Deolekar | Pratibha M. Deshmukh"Case Study of Augmented Reality Applications in Medical Field" Published in International Journal of Trend in Scientific Research and Development (ijtsrd), ISSN: 2456-6470, Volume-2 | Issue-4 , June 2018, URL: http://www.ijtsrd.com/papers/ijtsrd15714.pdf http://www.ijtsrd.com/medicine/other/15714/case-study-of-augmented-reality-applications-in-medical-field/vaishnavi-d-deolekar
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Evolution of virtualized healthcare models.pdfMindfire LLC
New healthcare delivery alternatives were beginning to emerge before the epidemic affected practically every aspect of industry. COVID-19, on the other hand, was the trigger that accelerated those developments, pushing healthcare professionals to make the long-awaited move to a patient-centered approach.
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This is a new perspective on the future of surgery that builds on insights from the global 2015 Future Agenda programme as well as additional expert discussions in 2016 including an event held in Frankfurt on the 8 March.
It explores a number of different views of changes across healthcare that could impact surgery over the next ten years and is intended a catalyst for further discussions.
If you have perspectives to add, or alternative views to share, please do get in touch via email or twitter @futureagenda
Technology will Save our Minds and Bodies (Medical)LOVEPREETSANDHU
Technology plays a vital role in the medical field by improving health management and quality of life. Medical technology includes devices that replace missing limbs, assist with surgery, and aid rehabilitation. Surgical robots allow for minimally invasive procedures with improved precision and recovery times. Imaging technologies like X-rays and CT scans enhance diagnosis. Overall, medical innovation extends lifespans and alleviates suffering for billions of patients.
Healthcare and AWS: The Power of Cloud in Patient Care and Data ManagementSuccessiveDigital
1. The document discusses how cloud platforms like AWS can help healthcare organizations better manage patient data and deliver advanced patient care. It provides examples of how moving to the cloud improves data accessibility, analytics, mobility and enables telehealth solutions.
2. Key benefits of cloud-based healthcare data management include dismantling data silos, facilitating data sharing and integration, providing scalability, and allowing data to be easily accessible anywhere to support new care delivery models.
3. The cloud empowers patient engagement through tools that collect health data from devices. It also improves care management by enabling real-time communication and collaboration between healthcare providers.
Final file of digitive healthcare ilovepdf-compressedinsightscare
Such healthcare providers always foster a healthy team environment at their workplace and engage in behaviors that benefit the team and display empathic behaviors when interacting with patients and their family members. To highlight such great healthcare providers, we have come up with an issue of “The 10 Most Innovative Digital Healthcare Solution Providers 2018”.
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This document discusses the use of information and communication technologies (ICT) in healthcare. It begins with an introduction to ICT technologies and their role in healthcare. It then discusses how ICT is used in healthcare for health education, hospital management systems, health research, and health data management. The document also discusses future and emerging ICT technologies like augmented reality, virtual reality, artificial intelligence, and robotic process automation and how they are impacting healthcare. It concludes by discussing the use of computer simulations for healthcare education and training, including examples of simulations used for intra-oral radiography, cervical spine procedures, and surgical training.
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Next, let's discuss package managers. Package managers play a critical role in the OSS ecosystem. I'll explain how to manage library dependencies in your application.
I'll share insights into how the Ruby and RubyGems core team works to keep our ecosystem safe. By the end of this talk, you'll have a better understanding of how to safeguard your code.
Generating privacy-protected synthetic data using Secludy and MilvusZilliz
During this demo, the founders of Secludy will demonstrate how their system utilizes Milvus to store and manipulate embeddings for generating privacy-protected synthetic data. Their approach not only maintains the confidentiality of the original data but also enhances the utility and scalability of LLMs under privacy constraints. Attendees, including machine learning engineers, data scientists, and data managers, will witness first-hand how Secludy's integration with Milvus empowers organizations to harness the power of LLMs securely and efficiently.
HCL Notes und Domino Lizenzkostenreduzierung in der Welt von DLAUpanagenda
Webinar Recording: https://www.panagenda.com/webinars/hcl-notes-und-domino-lizenzkostenreduzierung-in-der-welt-von-dlau/
DLAU und die Lizenzen nach dem CCB- und CCX-Modell sind für viele in der HCL-Community seit letztem Jahr ein heißes Thema. Als Notes- oder Domino-Kunde haben Sie vielleicht mit unerwartet hohen Benutzerzahlen und Lizenzgebühren zu kämpfen. Sie fragen sich vielleicht, wie diese neue Art der Lizenzierung funktioniert und welchen Nutzen sie Ihnen bringt. Vor allem wollen Sie sicherlich Ihr Budget einhalten und Kosten sparen, wo immer möglich. Das verstehen wir und wir möchten Ihnen dabei helfen!
Wir erklären Ihnen, wie Sie häufige Konfigurationsprobleme lösen können, die dazu führen können, dass mehr Benutzer gezählt werden als nötig, und wie Sie überflüssige oder ungenutzte Konten identifizieren und entfernen können, um Geld zu sparen. Es gibt auch einige Ansätze, die zu unnötigen Ausgaben führen können, z. B. wenn ein Personendokument anstelle eines Mail-Ins für geteilte Mailboxen verwendet wird. Wir zeigen Ihnen solche Fälle und deren Lösungen. Und natürlich erklären wir Ihnen das neue Lizenzmodell.
Nehmen Sie an diesem Webinar teil, bei dem HCL-Ambassador Marc Thomas und Gastredner Franz Walder Ihnen diese neue Welt näherbringen. Es vermittelt Ihnen die Tools und das Know-how, um den Überblick zu bewahren. Sie werden in der Lage sein, Ihre Kosten durch eine optimierte Domino-Konfiguration zu reduzieren und auch in Zukunft gering zu halten.
Diese Themen werden behandelt
- Reduzierung der Lizenzkosten durch Auffinden und Beheben von Fehlkonfigurationen und überflüssigen Konten
- Wie funktionieren CCB- und CCX-Lizenzen wirklich?
- Verstehen des DLAU-Tools und wie man es am besten nutzt
- Tipps für häufige Problembereiche, wie z. B. Team-Postfächer, Funktions-/Testbenutzer usw.
- Praxisbeispiele und Best Practices zum sofortigen Umsetzen
TrustArc Webinar - 2024 Global Privacy SurveyTrustArc
How does your privacy program stack up against your peers? What challenges are privacy teams tackling and prioritizing in 2024?
In the fifth annual Global Privacy Benchmarks Survey, we asked over 1,800 global privacy professionals and business executives to share their perspectives on the current state of privacy inside and outside of their organizations. This year’s report focused on emerging areas of importance for privacy and compliance professionals, including considerations and implications of Artificial Intelligence (AI) technologies, building brand trust, and different approaches for achieving higher privacy competence scores.
See how organizational priorities and strategic approaches to data security and privacy are evolving around the globe.
This webinar will review:
- The top 10 privacy insights from the fifth annual Global Privacy Benchmarks Survey
- The top challenges for privacy leaders, practitioners, and organizations in 2024
- Key themes to consider in developing and maintaining your privacy program
In the rapidly evolving landscape of technologies, XML continues to play a vital role in structuring, storing, and transporting data across diverse systems. The recent advancements in artificial intelligence (AI) present new methodologies for enhancing XML development workflows, introducing efficiency, automation, and intelligent capabilities. This presentation will outline the scope and perspective of utilizing AI in XML development. The potential benefits and the possible pitfalls will be highlighted, providing a balanced view of the subject.
We will explore the capabilities of AI in understanding XML markup languages and autonomously creating structured XML content. Additionally, we will examine the capacity of AI to enrich plain text with appropriate XML markup. Practical examples and methodological guidelines will be provided to elucidate how AI can be effectively prompted to interpret and generate accurate XML markup.
Further emphasis will be placed on the role of AI in developing XSLT, or schemas such as XSD and Schematron. We will address the techniques and strategies adopted to create prompts for generating code, explaining code, or refactoring the code, and the results achieved.
The discussion will extend to how AI can be used to transform XML content. In particular, the focus will be on the use of AI XPath extension functions in XSLT, Schematron, Schematron Quick Fixes, or for XML content refactoring.
The presentation aims to deliver a comprehensive overview of AI usage in XML development, providing attendees with the necessary knowledge to make informed decisions. Whether you’re at the early stages of adopting AI or considering integrating it in advanced XML development, this presentation will cover all levels of expertise.
By highlighting the potential advantages and challenges of integrating AI with XML development tools and languages, the presentation seeks to inspire thoughtful conversation around the future of XML development. We’ll not only delve into the technical aspects of AI-powered XML development but also discuss practical implications and possible future directions.
Have you ever been confused by the myriad of choices offered by AWS for hosting a website or an API?
Lambda, Elastic Beanstalk, Lightsail, Amplify, S3 (and more!) can each host websites + APIs. But which one should we choose?
Which one is cheapest? Which one is fastest? Which one will scale to meet our needs?
Join me in this session as we dive into each AWS hosting service to determine which one is best for your scenario and explain why!
Ivanti’s Patch Tuesday breakdown goes beyond patching your applications and brings you the intelligence and guidance needed to prioritize where to focus your attention first. Catch early analysis on our Ivanti blog, then join industry expert Chris Goettl for the Patch Tuesday Webinar Event. There we’ll do a deep dive into each of the bulletins and give guidance on the risks associated with the newly-identified vulnerabilities.
Your One-Stop Shop for Python Success: Top 10 US Python Development Providersakankshawande
Simplify your search for a reliable Python development partner! This list presents the top 10 trusted US providers offering comprehensive Python development services, ensuring your project's success from conception to completion.
Main news related to the CCS TSI 2023 (2023/1695)Jakub Marek
An English 🇬🇧 translation of a presentation to the speech I gave about the main changes brought by CCS TSI 2023 at the biggest Czech conference on Communications and signalling systems on Railways, which was held in Clarion Hotel Olomouc from 7th to 9th November 2023 (konferenceszt.cz). Attended by around 500 participants and 200 on-line followers.
The original Czech 🇨🇿 version of the presentation can be found here: https://www.slideshare.net/slideshow/hlavni-novinky-souvisejici-s-ccs-tsi-2023-2023-1695/269688092 .
The videorecording (in Czech) from the presentation is available here: https://youtu.be/WzjJWm4IyPk?si=SImb06tuXGb30BEH .
Monitoring and Managing Anomaly Detection on OpenShift.pdfTosin Akinosho
Monitoring and Managing Anomaly Detection on OpenShift
Overview
Dive into the world of anomaly detection on edge devices with our comprehensive hands-on tutorial. This SlideShare presentation will guide you through the entire process, from data collection and model training to edge deployment and real-time monitoring. Perfect for those looking to implement robust anomaly detection systems on resource-constrained IoT/edge devices.
Key Topics Covered
1. Introduction to Anomaly Detection
- Understand the fundamentals of anomaly detection and its importance in identifying unusual behavior or failures in systems.
2. Understanding Edge (IoT)
- Learn about edge computing and IoT, and how they enable real-time data processing and decision-making at the source.
3. What is ArgoCD?
- Discover ArgoCD, a declarative, GitOps continuous delivery tool for Kubernetes, and its role in deploying applications on edge devices.
4. Deployment Using ArgoCD for Edge Devices
- Step-by-step guide on deploying anomaly detection models on edge devices using ArgoCD.
5. Introduction to Apache Kafka and S3
- Explore Apache Kafka for real-time data streaming and Amazon S3 for scalable storage solutions.
6. Viewing Kafka Messages in the Data Lake
- Learn how to view and analyze Kafka messages stored in a data lake for better insights.
7. What is Prometheus?
- Get to know Prometheus, an open-source monitoring and alerting toolkit, and its application in monitoring edge devices.
8. Monitoring Application Metrics with Prometheus
- Detailed instructions on setting up Prometheus to monitor the performance and health of your anomaly detection system.
9. What is Camel K?
- Introduction to Camel K, a lightweight integration framework built on Apache Camel, designed for Kubernetes.
10. Configuring Camel K Integrations for Data Pipelines
- Learn how to configure Camel K for seamless data pipeline integrations in your anomaly detection workflow.
11. What is a Jupyter Notebook?
- Overview of Jupyter Notebooks, an open-source web application for creating and sharing documents with live code, equations, visualizations, and narrative text.
12. Jupyter Notebooks with Code Examples
- Hands-on examples and code snippets in Jupyter Notebooks to help you implement and test anomaly detection models.
Monitoring and Managing Anomaly Detection on OpenShift.pdf
Immersive Technologies in Healthcare and Their Use
1. 1/8
immersivestudio.co.uk /immersive-technologies-in-healthcare-and-their-use/
Immersive Technologies in Healthcare and Their Use
⋮ 3/28/2024
The healthcare industry is constantly evolving and innovating to provide better care and outcomes for
patients and professionals. By seamlessly blending digital environments with the physical world, these
innovative tools are not just altering but enhancing the very fabric of medical care and education.
Immersive technologies, encompassing virtual reality (VR), augmented reality (AR), mixed reality (MR)
and digital twins, forge interactive experiences that have catapulted healthcare into a futuristic domain
previously imagined only in science fiction.
The use cases of immersive technologies in healthcare are vast and varied, transforming both patient
care and professional training. Surgeons now can practice complex procedures within risk-free virtual
settings before stepping into actual operating rooms, paving the way for improved outcomes. Patients
suffering from chronic conditions or undergoing rehabilitation find solace in AR applications that assist
them through realistic simulations and exercises. Meanwhile, digital twin technology allows professionals
to create exact replicas of organs or body systems to study diseases or trial treatments without any direct
risk to patients.
Get A Quote Now!
What are Immersive Technologies?
2. 2/8
Immersive technologies refer to advanced tools such as AR applications, simulated environments, digital
twins, interactive surfaces, that simulate or enhance real-world environments, offering a sense of
presence and engagement that traditional methods lack. These technologies include Virtual Reality (VR),
Augmented Reality (AR), and Mixed Reality (MR), each providing unique applications and benefits:
Virtual Reality (VR)
In the healthcare industry, VR has great potential and can allow surgeons to practice operations in risk-
free and controlled environments by simulating surgical procedures. This not only reduces the risk of
errors in actual surgeries but also helps medical students and surgeons refine their skills the most
effectively without the risks and barriers involved in real-life operations.
Augmented Reality (AR)
We all know that healthcare is full of complex surgeries, and AR can assist with these complex surgeries
by overlaying critical information, like the precise location of blood vessels, via the use of Hololens
headsets. Solutions like this can allow surgeons to perform surgeries with enhanced precision and
confidence, potentially improving the accuracy and outcomes of surgical operations.
Mixed Reality (MR)
If we speak of mixed reality, MR technologies like interactive 3D models can be utilized for patient
education, where interactive 3D models of anatomy can be superimposed in real-time during
consultation. With the help of MR, patients can gain a better understanding of their medical conditions or
the surgical procedures they will undergo, leading to informed consent and reduced anxiety.
How are Immersive Technologies Used in Healthcare?
Immersive technologies have a wide range of applications and benefits in healthcare, such as:
Digital Twin
A digital twin in healthcare is a sophisticated 3D virtual model that mirrors a physical entity, such as a
hospital or even a human organ, in real time. It integrates data from various sources to create a dynamic
& up-to-date replica that can be used for simulation, analysis, and control. Here’s a more detailed
breakdown:
Digital Twin of a Healthcare Facility: simulates the entire hospital environment and its functions
including the operations, capacities, staffing, and patient flow. This helps the hospital management
with resource optimization, risk management, and to run the operations efficiently by leveraging
both historical and real-time data. By leveraging historical data, these systems can forecast
potential bottlenecks in patient care or identify areas where maintenance may soon be needed.
For instance, by simulating various scenarios – such as an influx of patients due to seasonal
illnesses – hospitals can adjust staffing levels or allocate resources more effectively to ensure
uninterrupted quality care.
Digital Twin of the Human Body: creates a personalized model of patients’ physiology,
incorporating genetic makeup and lifestyle data. By creating a virtual model of the human body,
3. 3/8
medical professionals and researchers are able to simulate the progression of diseases and the
effects of medication without any risky trials on humans.
In essence, a digital twin serves as a bridge between the physical and digital worlds, providing a platform
for innovation and improved decision-making in healthcare.
Virtualization of Complex Procedures
Virtual reality (VR) simulations are increasingly becoming a cornerstone in the preparation and execution
of complex surgical procedures, offering an unprecedented layer of depth to surgeon training. These
sophisticated VR platforms allow surgeons to immerse themselves fully in a controlled environment
where they can simulate operations on highly detailed and anatomically accurate virtual patients. This not
only enhances their skills without risking patient safety but also allows for the rehearsal of surgeries for
rare or unusual conditions that a surgeon may seldom encounter in real life. The immersive nature of VR
provides feedback in real-time, enabling surgeons to refine their techniques with precision, learn from
mistakes safely, and ultimately gain confidence in their abilities before stepping into an actual operating
room.
The healthcare industry is constantly evolving and innovating to provide better care and outcomes for
patients and professionals. By seamlessly blending digital environments with the physical world, these
innovative tools are not just altering but enhancing the very fabric of medical care and education.
Immersive technologies, encompassing virtual reality (VR), augmented reality (AR), mixed reality (MR)
and digital twins, forge interactive experiences that have catapulted healthcare into a futuristic domain
previously imagined only in science fiction.
The use cases of immersive technologies in healthcare are vast and varied, transforming both patient
care and professional training. Surgeons now can practice complex procedures within risk-free virtual
settings before stepping into actual operating rooms, paving the way for improved outcomes. Patients
4. 4/8
suffering from chronic conditions or undergoing rehabilitation find solace in AR applications that assist
them through realistic simulations and exercises. Meanwhile, digital twin technology allows professionals
to create exact replicas of organs or body systems to study diseases or trial treatments without any direct
risk to patients.
Get A Quote Now!
What are Immersive Technologies?
Immersive technologies refer to advanced tools such as AR applications, simulated environments, digital
twins, interactive surfaces, that simulate or enhance real-world environments, offering a sense of
presence and engagement that traditional methods lack. These technologies include Virtual Reality (VR),
Augmented Reality (AR), and Mixed Reality (MR), each providing unique applications and benefits:
Virtual Reality (VR)
In the healthcare industry, VR has great potential and can allow surgeons to practice operations in risk-
free and controlled environments by simulating surgical procedures. This not only reduces the risk of
errors in actual surgeries but also helps medical students and surgeons refine their skills the most
effectively without the risks and barriers involved in real-life operations.
Augmented Reality (AR)
We all know that healthcare is full of complex surgeries, and AR can assist with these complex surgeries
by overlaying critical information, like the precise location of blood vessels, via the use of Hololens
headsets. Solutions like this can allow surgeons to perform surgeries with enhanced precision and
confidence, potentially improving the accuracy and outcomes of surgical operations.
Mixed Reality (MR)
If we speak of mixed reality, MR technologies like interactive 3D models can be utilized for patient
education, where interactive 3D models of anatomy can be superimposed in real-time during
consultation. With the help of MR, patients can gain a better understanding of their medical conditions or
the surgical procedures they will undergo, leading to informed consent and reduced anxiety.
How are Immersive Technologies Used in Healthcare?
Immersive technologies have a wide range of applications and benefits in healthcare, such as:
Digital Twin
A digital twin in healthcare is a sophisticated 3D virtual model that mirrors a physical entity, such as a
hospital or even a human organ, in real time. It integrates data from various sources to create a dynamic
& up-to-date replica that can be used for simulation, analysis, and control. Here’s a more detailed
breakdown:
5. 5/8
Digital Twin of a Healthcare Facility: simulates the entire hospital environment and its functions
including the operations, capacities, staffing, and patient flow. This helps the hospital management
with resource optimization, risk management, and to run the operations efficiently by leveraging
both historical and real-time data. By leveraging historical data, these systems can forecast
potential bottlenecks in patient care or identify areas where maintenance may soon be needed.
For instance, by simulating various scenarios – such as an influx of patients due to seasonal
illnesses – hospitals can adjust staffing levels or allocate resources more effectively to ensure
uninterrupted quality care.
Digital Twin of the Human Body: creates a personalized model of patients’ physiology,
incorporating genetic makeup and lifestyle data. By creating a virtual model of the human body,
medical professionals and researchers are able to simulate the progression of diseases and the
effects of medication without any risky trials on humans.
In essence, a digital twin serves as a bridge between the physical and digital worlds, providing a platform
for innovation and improved decision-making in healthcare.
Virtualization of Complex Procedures
Virtual reality (VR) simulations are increasingly becoming a cornerstone in the preparation and execution
of complex surgical procedures, offering an unprecedented layer of depth to surgeon training. These
sophisticated VR platforms allow surgeons to immerse themselves fully in a controlled environment
where they can simulate operations on highly detailed and anatomically accurate virtual patients. This not
only enhances their skills without risking patient safety but also allows for the rehearsal of surgeries for
rare or unusual conditions that a surgeon may seldom encounter in real life. The immersive nature of VR
provides feedback in real-time, enabling surgeons to refine their techniques with precision, learn from
mistakes safely, and ultimately gain confidence in their abilities before stepping into an actual operating
room.
6. 6/8
In parallel with virtual reality’s advancements, augmented reality (AR) condition simulation presents itself
as another transformative technology reshaping surgical practices. AR overlays digital information onto
the physical world, providing surgeons with vital data during procedures without diverting attention away
from the patient. It proves especially crucial during intricate operations where understanding the unique
anatomical variations and complexities of each patient is paramount. By using AR for preoperative
planning and intraoperative navigation, surgeons can visualize critical structures like blood vessels or
tumors more clearly, enhancing decision-making efficiency under high-pressure situations. Such
innovative applications ensure that every incision is informed by an optimal blend of human skill and
cutting-edge technology.
Together, these immersive technologies mark the dawn of a new era in surgical education and practice –
one characterized by increased safety standards coupled with refined procedural outcomes based upon
informed guidance offered through realistic simulations wherein efforts made extend beyond saving lives
into improving quality post-surgery recoveries as well
Virtual Training
Technologies like screen-based simulations have tremendous potential to help the healthcare sector with
advanced virtual training. Screen-based simulations (SBS) are a powerful tool in healthcare education,
offering a versatile and effective means of training healthcare professionals. These simulations use digital
technology to represent patients, healthcare scenarios, or entire healthcare systems. This innovative
approach not only enhances learning experiences by providing real-time feedback but also enables
trainees to proactive procedures as often as required to achieve proficiency without the risks associated
with live patient interventions.
One of the well-renowned institutions in the world, Johns Hopkins University utilizes an immersive virtual
reality curriculum across all its programs via a collaboration between Johns Hopkins University and
ImmersiveTouch VR technology. This partnership aimed at equipping neurosurgeons with unparalleled
precision in pre-surgical planning phases has yielded remarkable outcomes. Surgeons immersed
themselves in detailed 3D models constructed from patients’ diagnostic scans, allowing them not only to
visualize but interactively explore brain pathways before making actual incisions. Post-implementation
reviews revealed enhanced surgeon confidence levels coupled with significant reductions in operative
times and improved postoperative recovery rates among patients.
Ultimately, virtual training represents a significant stride forward in our quest to merge the realms of
healthcare and technology, fostering a future where precision, efficiency, and comprehensive education
are the cornerstones of medical practice.
Health and Well-being Walls
Health and well-being walls are interactive and immersive walls that can transform mundane clinical
areas into interactive hubs of wellbeing. These walls can be installed in various locations such as
waiting areas, treatment rooms, or wards and blend visual content such as serene landscapes and
calming scenes with vital health information tailored to individual patients or specific groups. Not only do
they offer a much-needed mental escape for patients navigating the stressors of medical treatments but
7. 7/8
they also educate and empower individuals by providing tips on nutrition, exercise and mindfulness
practices right at their fingertips.
These innovative installations can be used in various healthcare settings, enhancing the environment and
user experience. For instance:
In Waiting Rooms: to display real-time updates on wait times, health tips, or calming visuals to
reduce patient anxiety.
Along Corridors: to guide patients to their appointments, offer educational content about health
conditions, or even provide light physical activities to engage them as they move through the
facility.
In Patient Wards: to display personalized information such as treatment schedules, while also
offering entertainment options like music or games to help patients relax and pass the time.
Wayfinding Around Hospitals
Navigating to parts of a hospital can be daunting, especially when under the stress of a medical concern.
By leveraging AR technology through smartphones individuals can access real-time directions
superimposed onto their immediate environment. By reducing the time and effort required to navigate
complex facilities, hospitals can improve patient satisfaction, decrease late or missed appointments, and
allow staff to focus more on patient care rather than giving directions. Moreover, these technologies can
be updated in real-time to reflect changes in the facility, such as temporary closures or new services,
ensuring that the information provided is always current.
Transform Healthcare with Immersive Technology
Discover the True Potential of Immersive Technology in Healthcare.
GET In Touch
8. 8/8
How Can Immersive Studio Help?
Immersive Studio is at the forefront of transforming healthcare with cutting-edge immersive technologies.
Here’s how our services specifically cater to the healthcare industry:
Design and Development
Surgical Training Simulators: Leveraging Unity and Unreal Engine, we can create realistic 3D
simulations for surgeons to practice complex procedures without risk to patients.
Patient Education Applications: Using Microsoft HoloLens, we can develop interactive
experiences that help patients understand their medical conditions and treatment procedures.
Therapy Simulations: We can create tailored simulations viewed using VR Headsets or Projection
Mapping to help therapists treat patients who a suffering from PTSD, or sensory simulations for
patients with Autism
Wayfinding Apps: Leveraging the power of AR we can create a dedicated app to overlay
directions onto the immediate environment allowing patients to easily navigate around the hospital.
Wellbeing Walls: We can help transform clinical environments by creating visual content for Well-
being walls such as serene landscapes or calming scenes, helping to relax and calm patients.
Benefits for Healthcare
Enhanced Medical Training: Immersive technologies provide a safe environment for medical
professionals to train, reducing errors and improving patient outcomes.
Cost-Effective Solutions: Virtualization of training and patient education reduces the need for
physical resources like space and traveling, leading to significant cost savings.
Improved Patient Experience: By offering engaging and understandable patient education tools
like 3D anatomy models, we enhance patient satisfaction and adherence to treatment plans.
Final Words
At Immersive Studio, we’re not just developers; we’re your partners in healthcare progress. We work
closely with you to tailor solutions that enhance patient care, streamline clinical operations, and empower
healthcare providers with the tools they need for excellence in the digital age. Our approach is
collaborative, our technology is state-of-the-art, and our goal is to set new standards in healthcare
efficiency and patient engagement.
If you are interested in learning more about our immersive solutions contact us today. Do you think
immersive technologies are the future of healthcare? Let us know your thoughts.