Presentation given to health-care management class discussing how military research impacts medical innovations eventually benefiting the civilian population
On June 6th, FDA approved a continuous glucose monitoring device through the PMA pathway. This device has the ability to continually monitor blood glucose levels for 90 days sending the data through Bluetooth to the connected smart device(s)...
Top 4 global trends in life science and healthcare and why is this important ...STELIOS PIGADIOTIS
Top Global Trend Areas of Scientific advancements in Life Science and Healthcare
How Middle Eastern Healthcare Ecosystem can Benefit for these Advancement
Presentation given to health-care management class discussing how military research impacts medical innovations eventually benefiting the civilian population
On June 6th, FDA approved a continuous glucose monitoring device through the PMA pathway. This device has the ability to continually monitor blood glucose levels for 90 days sending the data through Bluetooth to the connected smart device(s)...
Top 4 global trends in life science and healthcare and why is this important ...STELIOS PIGADIOTIS
Top Global Trend Areas of Scientific advancements in Life Science and Healthcare
How Middle Eastern Healthcare Ecosystem can Benefit for these Advancement
Les barbares attaquent la santé ! Par Oussama Ammar, Cofondateur et Partner d...TheFamily
Toutes les autres vidéos et les prochains Barbares sur: http://bit.ly/1FAGlLc
Ne ratez aucun événement de TheFamily, inscrivez-vous sur: http://www.thefamily.co/education
Abonnez-vous à la chaîne Youtube de TheFamily: https://www.youtube.com/user/Startupfood
On pourrait croire à tort que la santé résisterait aux attaques des barbares. Ceux ci seraient-ils assez insolents pour prendre d'assaut la vie humaine ? Ne devrait-elle pas rester entre les mains de docteurs formés de longues années durant, aux savoirs profonds et aux lourdes responsabilités, adossés à des hôpitaux, structures, et organisations, ayant fait leurs preuves?
Et pourtant, la première opération de l'appendicite sans intervention humaine a eu lieu il y a quelques mois. La Big Data permet de prédire l'avenir médical, et les outils numériques remplacent les médecins dans les diagnostics et suivis des patients.
Avec les progrès de l'Intelligence Artificielle et de la bionanotechnologie, certains nous prédisent l'immortalité. Google s'y est d'ailleurs attelé.
Ne ratez aucun événement de TheFamily, inscrivez-vous sur http://www.thefamily.co/education
Visitez le site des Barbares Attaquent: http://bit.ly/1yVdkF0
The Pegwin Insights software platform is used by caregivers at the point of care to measure and monitor a patient’s risk profile and receive early insight into a patient’s deterioration so that timely intervention and preventive action can be taken to avoid post-operative complications. Pegwin Insights is the only evidence-based Machine Learning and AI solution to assist caregivers with better-than-human accuracy in real-time.
Patient Monitoring Equipment Market shares anticipated to reach $26.2 billion...LeeSam111
The report analyzes and presents an overview on "Patient Monitoring Equipment: Market Shares, Strategies, And Forecasts, Worldwide, 2016 To 2022" worldwide.
apidays LIVE Helsinki & North - Enhancing radiation oncology workflows with A...apidays
apidays LIVE Helsinki & North 2021 - APIs, Platforms, And Ecosystems - Transforming Industries And Experiences
March 15 & 16, 2021
Enhancing radiation oncology workflows with API:s and 3rd party applications
Niko Elomaa, Software Group Leader at Philips Healthcare
HXR 2016: The Health IoT: Remote Care and Mobile Solutions -Valeska SchroederHxRefactored
Through new telehealth technologies and increased data analysis physicians are gaining insights into patients like never before, allowing them to facilitate early interventions, improve adherence, and reduce readmission rates -- not to mention at a price more affordable than ever. The companies you’ll hear from in this session are using a healthy and innovative mix of data, educational tools, sensors, and more to improve patient outcomes.
Integration of 5G and Block-Chain Technologies in Smart Telemedicine Using IoTzaman174
This presentation described a research conducted by Dr. Imran Sarwar Bajwa, Chairman, Department of computer science, Islamia university Bahawalpur. This is described model for Integration of 5G and Block-Chain Technologies in Smart
Telemedicine Using IoT.
"Empowering Consumer with Smart Devices and Smart Data for Proactive ‘Health ...Hyper Wellbeing
"Empowering Consumer with Smart Devices and Smart Data for Proactive ‘Health Care’" - Maryam Ziaei (Founder/CEO, iSono Health)
Delivered at the inaugural Hyper Wellbeing Summit, 14th November 2016, Mountain View, California.
For more information including details of subsequent events, please visit http://hyperwellbeing.com
The summit was created to foster a community around an emerging industry - Wellness as a Service (WaaS). Consumer technologies, in particular wearables and mobile, are powering a consumer revolution. A revolution to turn health and wellness into platform delivered services. A revolution enabling consumer data-driven disease risk reduction. A revolution extending health care past sick care towards consumer-led lifelong health, wellness and lifestyle optimization.
WaaS newsletter sign-up http://eepurl.com/b71fdr
@hyperwellbeing
The Hive Think Tank: Unpacking AI for Healthcare The Hive
In this The Hive Think Tank talk, Ash Damle, CEO of Lumiata takes a deep dive into Lumiata’s core technological engine - the Lumiata Medical Graph, which applies graph-based machine learning to compute the complex relationships between health data in the same way that a physician would, and how this medical AI engine powers personalization and automation within risk and care management.
In today’s world of the computer, human life is very much dependent on technology. Our personal, professional, social life is fully dependent on data. At every second of our life, we are dealing with data. In earlier days only people produces data and try to store it manually, but as the machines are becoming smarter they also producing the data. By 2016 it is estimated that 22.9 billion devices are actually connected to the internet. So, without any manual interrupt, these devices are producing data. This data is originated through mobile phones, laptops, cameras and many other electronic gadgets. Due to the huge amount of data the challenge of data management arises.
Big Data is a very familiar term. But it not just a large amount of data, it is a concept which actually explains about gathering the data, organizing, analyzing and getting the information out of the data. So big data is a huge amount of data having the ability to store and process the data and collecting the relevant amount of data. This helps us to find out hidden facts and information from the data collection.
This presentation focuses on the concept of big data, source of generation, need of big data management, various characteristics such as volume, variety and velocity, big data lifecycle, available sectors or fields, Big data in healthcare, Big data’s application in healthcare such as electronic health record, telemedicine, and very popular fitness band with one example in detail.
Les barbares attaquent la santé ! Par Oussama Ammar, Cofondateur et Partner d...TheFamily
Toutes les autres vidéos et les prochains Barbares sur: http://bit.ly/1FAGlLc
Ne ratez aucun événement de TheFamily, inscrivez-vous sur: http://www.thefamily.co/education
Abonnez-vous à la chaîne Youtube de TheFamily: https://www.youtube.com/user/Startupfood
On pourrait croire à tort que la santé résisterait aux attaques des barbares. Ceux ci seraient-ils assez insolents pour prendre d'assaut la vie humaine ? Ne devrait-elle pas rester entre les mains de docteurs formés de longues années durant, aux savoirs profonds et aux lourdes responsabilités, adossés à des hôpitaux, structures, et organisations, ayant fait leurs preuves?
Et pourtant, la première opération de l'appendicite sans intervention humaine a eu lieu il y a quelques mois. La Big Data permet de prédire l'avenir médical, et les outils numériques remplacent les médecins dans les diagnostics et suivis des patients.
Avec les progrès de l'Intelligence Artificielle et de la bionanotechnologie, certains nous prédisent l'immortalité. Google s'y est d'ailleurs attelé.
Ne ratez aucun événement de TheFamily, inscrivez-vous sur http://www.thefamily.co/education
Visitez le site des Barbares Attaquent: http://bit.ly/1yVdkF0
The Pegwin Insights software platform is used by caregivers at the point of care to measure and monitor a patient’s risk profile and receive early insight into a patient’s deterioration so that timely intervention and preventive action can be taken to avoid post-operative complications. Pegwin Insights is the only evidence-based Machine Learning and AI solution to assist caregivers with better-than-human accuracy in real-time.
Patient Monitoring Equipment Market shares anticipated to reach $26.2 billion...LeeSam111
The report analyzes and presents an overview on "Patient Monitoring Equipment: Market Shares, Strategies, And Forecasts, Worldwide, 2016 To 2022" worldwide.
apidays LIVE Helsinki & North - Enhancing radiation oncology workflows with A...apidays
apidays LIVE Helsinki & North 2021 - APIs, Platforms, And Ecosystems - Transforming Industries And Experiences
March 15 & 16, 2021
Enhancing radiation oncology workflows with API:s and 3rd party applications
Niko Elomaa, Software Group Leader at Philips Healthcare
HXR 2016: The Health IoT: Remote Care and Mobile Solutions -Valeska SchroederHxRefactored
Through new telehealth technologies and increased data analysis physicians are gaining insights into patients like never before, allowing them to facilitate early interventions, improve adherence, and reduce readmission rates -- not to mention at a price more affordable than ever. The companies you’ll hear from in this session are using a healthy and innovative mix of data, educational tools, sensors, and more to improve patient outcomes.
Integration of 5G and Block-Chain Technologies in Smart Telemedicine Using IoTzaman174
This presentation described a research conducted by Dr. Imran Sarwar Bajwa, Chairman, Department of computer science, Islamia university Bahawalpur. This is described model for Integration of 5G and Block-Chain Technologies in Smart
Telemedicine Using IoT.
"Empowering Consumer with Smart Devices and Smart Data for Proactive ‘Health ...Hyper Wellbeing
"Empowering Consumer with Smart Devices and Smart Data for Proactive ‘Health Care’" - Maryam Ziaei (Founder/CEO, iSono Health)
Delivered at the inaugural Hyper Wellbeing Summit, 14th November 2016, Mountain View, California.
For more information including details of subsequent events, please visit http://hyperwellbeing.com
The summit was created to foster a community around an emerging industry - Wellness as a Service (WaaS). Consumer technologies, in particular wearables and mobile, are powering a consumer revolution. A revolution to turn health and wellness into platform delivered services. A revolution enabling consumer data-driven disease risk reduction. A revolution extending health care past sick care towards consumer-led lifelong health, wellness and lifestyle optimization.
WaaS newsletter sign-up http://eepurl.com/b71fdr
@hyperwellbeing
The Hive Think Tank: Unpacking AI for Healthcare The Hive
In this The Hive Think Tank talk, Ash Damle, CEO of Lumiata takes a deep dive into Lumiata’s core technological engine - the Lumiata Medical Graph, which applies graph-based machine learning to compute the complex relationships between health data in the same way that a physician would, and how this medical AI engine powers personalization and automation within risk and care management.
In today’s world of the computer, human life is very much dependent on technology. Our personal, professional, social life is fully dependent on data. At every second of our life, we are dealing with data. In earlier days only people produces data and try to store it manually, but as the machines are becoming smarter they also producing the data. By 2016 it is estimated that 22.9 billion devices are actually connected to the internet. So, without any manual interrupt, these devices are producing data. This data is originated through mobile phones, laptops, cameras and many other electronic gadgets. Due to the huge amount of data the challenge of data management arises.
Big Data is a very familiar term. But it not just a large amount of data, it is a concept which actually explains about gathering the data, organizing, analyzing and getting the information out of the data. So big data is a huge amount of data having the ability to store and process the data and collecting the relevant amount of data. This helps us to find out hidden facts and information from the data collection.
This presentation focuses on the concept of big data, source of generation, need of big data management, various characteristics such as volume, variety and velocity, big data lifecycle, available sectors or fields, Big data in healthcare, Big data’s application in healthcare such as electronic health record, telemedicine, and very popular fitness band with one example in detail.
En utilisant l’apprentissage de models sur des données collectées dans les dossiers patients d’un réseau d’hôpitaux et du machine learning, il est possible de prédire le risque de ré-hospitalisation dans 30 ou 90 jours pour des insuffisants cardiaque. Valère présente la création d’un Cloud Collaboratif sur le Cancer qui offre la possibilité aux Hôpitaux des Etats Unis de donner accès à un très grand nombre de dossiers patients atteint du Cancer.
Disruptors in the Medical Imaging IndustryBill Kelly
An overview of the Disruptors in the Medical Imaging Market. This free webinar will also give you more insight on the various factors that influence the market. We touch on results from a survey of a survey of 147 radiologists highlight the importance of reimbursement changes –both “appropriateness” measures and value-based medicine – as the most significant factors that will impact the imaging market.
Future-Proof Your Business Processes by Automating SAP S/4HANA processes with...SAP Technology
Automating repetitive manual business processes enables your employees to focus on key business priorities, reduce manual errors, and improve customer satisfaction. Learn how SAP Intelligent Robotic Process Automation helps you automate SAP S/4HANA business processes with pre-built bots and comprehensive development toolset.
7 Top Reasons to Automate Processes with SAP Intelligent Robotic Processes Au...SAP Technology
SAP Intelligent Robotic Processes Automation (RPA) is designed to automate SAP S/4HANA processes and comes with prebuilt bots to accelerate automation. Enable employees to focus on higher priority tasks, reduce manual errors, and increase customer satisfaction by automating repetitive manual SAP S/4HANA process steps using SAP Intelligent RPA.
Extend SAP S/4HANA to deliver real-time intelligent processesSAP Technology
Accelerate your journey towards an intelligent enterprise. Extend SAP S/4HANA with SAP’s business technology platform to make data from all sources available to business applications and analytics, deliver real-time insights to act quickly, augment intelligence, and enable breakthrough innovations.
Process optimization and automation for SAP S/4HANA with SAP’s Business Techn...SAP Technology
As you move to SAP S/4HANA, take this opportunity to optimize and automate your business processes to become an intelligent enterprise. With SAP’s business technology platform, you can understand your processes, integrate SAP and non-SAP apps with S/4HANA and help your knowledge works focus on higher-value tasks by automating repetitive manual tasks.
Accelerate your journey to SAP S/4HANA with SAP’s Business Technology PlatformSAP Technology
Best run companies are already benefiting from SAP S/4HANA. Move to SAP S/4HANA quickly with confidence. SAP EIM and SAP Cloud Platform capabilities help you migrate data, curate, and govern master data, archive unused data, move custom code. With performance, functional, and security test tools, customers can move to SAP S/4HANA with confidence.
Accelerate Your Move to an Intelligent Enterprise with SAP Cloud Platform and...SAP Technology
Manage rapidly evolving business processes with greater ease. Minimize complex, time-consuming updates. Reduce high maintenance costs. Discover how enterprise IT teams are conquering the challenges of migrating from legacy ERP systems and innovating faster with SAP Cloud Platform and SAP S/4HANA.
Transform your business with intelligent insights and SAP S/4HANASAP Technology
Extend SAP S/4HANA with SAP’s Business Technology Platform to enable digital transformation through data-driven intelligence and process innovation. Learn how SAP’s Business Technology Platform delivers unprecedented opportunities for business process innovation.
SAP Cloud Platform for SAP S/4HANA: Accelerate your move to an Intelligent En...SAP Technology
Keep SAP S/4HANA clean to deliver a stable digital core and accelerate innovations. Leverage SAP Cloud Platform for SAP S/4HANA integration with SAP and non-SAP applications, side-by-side extensions, and innovations so that you can accelerate your move to SAP S/4HANA, deliver a stable S/4HANA system, and offer an agile development.
Innovate collaborative applications with SAP Jam Collaboration & SAP Cloud Pl...SAP Technology
Learn how SAP Jam Collaboration together with SAP Cloud Platform helps you to transform your existing applications by enabling collaboration inside applications and allows you to innovate next-generation collaborative applications. SAP Jam Collaboration also simplifies application development by providing a single platform to brainstorm, collaborate, share documents and track progress and streamline application roll-out and support by providing a place to share training material and self-service support forums. With SAP Jam Collaboration, you can also build a modern intranet with collaboration capabilities which is easy to update and accessible from mobile and outside corporate network. You can simplify IT landscape by consolidating software solutions such as document storage systems, blogging platform, wikis, collaboration platform and real-time messaging tools using SAP Jam Collaboration.
This presentation talks about how SAP S/4HANA can empower finance to strategically guide your business evolution via instant insights, intuitive user experience, and a flexible non-disruptive platform.
Five Reasons To Skip SAP Suite on HANA and Go Directly to SAP S/4HANASAP Technology
Don’t burn extra resources. Read on to discover five reasons to fly direct to SAP S/4HANA instead of adding a layover at SAP Suite on Hana (SoH) on the way.
SAP Helps Reduce Silos Between Business and Spatial DataSAP Technology
Discover how spatial solutions from SAP can help your business leverage geographic and spatial data to deliver location intelligence, increase insight, and improve efficiency. Solutions include SAP HANA, SAP BusinessObjects Analytics, SAP Geographical Enablement Framework, SAP GEO.e, Galigeo.
This presentation is a supplement to the "Why SAP HANA?" video on Youtube. Download and follow along to the video. An added bonus to this presentation is an Appendix and Presentation Notes slides.
Video Link: https://www.youtube.com/watch?v=VCEr9Y8ZrVQ
Spotlight on Financial Services with Calypso and SAP ASESAP Technology
Capital markets solutions from Calypso and SAP ASE can help your organization reduce the total number of systems in use, simplify business architecture, streamline processes, and improve efficiency – all while reducing total cost of ownership.
The Art of the Pitch: WordPress Relationships and SalesLaura Byrne
Clients don’t know what they don’t know. What web solutions are right for them? How does WordPress come into the picture? How do you make sure you understand scope and timeline? What do you do if sometime changes?
All these questions and more will be explored as we talk about matching clients’ needs with what your agency offers without pulling teeth or pulling your hair out. Practical tips, and strategies for successful relationship building that leads to closing the deal.
Transcript: Selling digital books in 2024: Insights from industry leaders - T...BookNet Canada
The publishing industry has been selling digital audiobooks and ebooks for over a decade and has found its groove. What’s changed? What has stayed the same? Where do we go from here? Join a group of leading sales peers from across the industry for a conversation about the lessons learned since the popularization of digital books, best practices, digital book supply chain management, and more.
Link to video recording: https://bnctechforum.ca/sessions/selling-digital-books-in-2024-insights-from-industry-leaders/
Presented by BookNet Canada on May 28, 2024, with support from the Department of Canadian Heritage.
The Metaverse and AI: how can decision-makers harness the Metaverse for their...Jen Stirrup
The Metaverse is popularized in science fiction, and now it is becoming closer to being a part of our daily lives through the use of social media and shopping companies. How can businesses survive in a world where Artificial Intelligence is becoming the present as well as the future of technology, and how does the Metaverse fit into business strategy when futurist ideas are developing into reality at accelerated rates? How do we do this when our data isn't up to scratch? How can we move towards success with our data so we are set up for the Metaverse when it arrives?
How can you help your company evolve, adapt, and succeed using Artificial Intelligence and the Metaverse to stay ahead of the competition? What are the potential issues, complications, and benefits that these technologies could bring to us and our organizations? In this session, Jen Stirrup will explain how to start thinking about these technologies as an organisation.
Elevating Tactical DDD Patterns Through Object CalisthenicsDorra BARTAGUIZ
After immersing yourself in the blue book and its red counterpart, attending DDD-focused conferences, and applying tactical patterns, you're left with a crucial question: How do I ensure my design is effective? Tactical patterns within Domain-Driven Design (DDD) serve as guiding principles for creating clear and manageable domain models. However, achieving success with these patterns requires additional guidance. Interestingly, we've observed that a set of constraints initially designed for training purposes remarkably aligns with effective pattern implementation, offering a more ‘mechanical’ approach. Let's explore together how Object Calisthenics can elevate the design of your tactical DDD patterns, offering concrete help for those venturing into DDD for the first time!
Accelerate your Kubernetes clusters with Varnish CachingThijs Feryn
A presentation about the usage and availability of Varnish on Kubernetes. This talk explores the capabilities of Varnish caching and shows how to use the Varnish Helm chart to deploy it to Kubernetes.
This presentation was delivered at K8SUG Singapore. See https://feryn.eu/presentations/accelerate-your-kubernetes-clusters-with-varnish-caching-k8sug-singapore-28-2024 for more details.
Enhancing Performance with Globus and the Science DMZGlobus
ESnet has led the way in helping national facilities—and many other institutions in the research community—configure Science DMZs and troubleshoot network issues to maximize data transfer performance. In this talk we will present a summary of approaches and tips for getting the most out of your network infrastructure using Globus Connect Server.
GraphRAG is All You need? LLM & Knowledge GraphGuy Korland
Guy Korland, CEO and Co-founder of FalkorDB, will review two articles on the integration of language models with knowledge graphs.
1. Unifying Large Language Models and Knowledge Graphs: A Roadmap.
https://arxiv.org/abs/2306.08302
2. Microsoft Research's GraphRAG paper and a review paper on various uses of knowledge graphs:
https://www.microsoft.com/en-us/research/blog/graphrag-unlocking-llm-discovery-on-narrative-private-data/
Smart TV Buyer Insights Survey 2024 by 91mobiles.pdf91mobiles
91mobiles recently conducted a Smart TV Buyer Insights Survey in which we asked over 3,000 respondents about the TV they own, aspects they look at on a new TV, and their TV buying preferences.
In his public lecture, Christian Timmerer provides insights into the fascinating history of video streaming, starting from its humble beginnings before YouTube to the groundbreaking technologies that now dominate platforms like Netflix and ORF ON. Timmerer also presents provocative contributions of his own that have significantly influenced the industry. He concludes by looking at future challenges and invites the audience to join in a discussion.
Pushing the limits of ePRTC: 100ns holdover for 100 daysAdtran
At WSTS 2024, Alon Stern explored the topic of parametric holdover and explained how recent research findings can be implemented in real-world PNT networks to achieve 100 nanoseconds of accuracy for up to 100 days.
SAP Sapphire 2024 - ASUG301 building better apps with SAP Fiori.pdfPeter Spielvogel
Building better applications for business users with SAP Fiori.
• What is SAP Fiori and why it matters to you
• How a better user experience drives measurable business benefits
• How to get started with SAP Fiori today
• How SAP Fiori elements accelerates application development
• How SAP Build Code includes SAP Fiori tools and other generative artificial intelligence capabilities
• How SAP Fiori paves the way for using AI in SAP apps
Welcome to the first live UiPath Community Day Dubai! Join us for this unique occasion to meet our local and global UiPath Community and leaders. You will get a full view of the MEA region's automation landscape and the AI Powered automation technology capabilities of UiPath. Also, hosted by our local partners Marc Ellis, you will enjoy a half-day packed with industry insights and automation peers networking.
📕 Curious on our agenda? Wait no more!
10:00 Welcome note - UiPath Community in Dubai
Lovely Sinha, UiPath Community Chapter Leader, UiPath MVPx3, Hyper-automation Consultant, First Abu Dhabi Bank
10:20 A UiPath cross-region MEA overview
Ashraf El Zarka, VP and Managing Director MEA, UiPath
10:35: Customer Success Journey
Deepthi Deepak, Head of Intelligent Automation CoE, First Abu Dhabi Bank
11:15 The UiPath approach to GenAI with our three principles: improve accuracy, supercharge productivity, and automate more
Boris Krumrey, Global VP, Automation Innovation, UiPath
12:15 To discover how Marc Ellis leverages tech-driven solutions in recruitment and managed services.
Brendan Lingam, Director of Sales and Business Development, Marc Ellis
UiPath Test Automation using UiPath Test Suite series, part 4DianaGray10
Welcome to UiPath Test Automation using UiPath Test Suite series part 4. In this session, we will cover Test Manager overview along with SAP heatmap.
The UiPath Test Manager overview with SAP heatmap webinar offers a concise yet comprehensive exploration of the role of a Test Manager within SAP environments, coupled with the utilization of heatmaps for effective testing strategies.
Participants will gain insights into the responsibilities, challenges, and best practices associated with test management in SAP projects. Additionally, the webinar delves into the significance of heatmaps as a visual aid for identifying testing priorities, areas of risk, and resource allocation within SAP landscapes. Through this session, attendees can expect to enhance their understanding of test management principles while learning practical approaches to optimize testing processes in SAP environments using heatmap visualization techniques
What will you get from this session?
1. Insights into SAP testing best practices
2. Heatmap utilization for testing
3. Optimization of testing processes
4. Demo
Topics covered:
Execution from the test manager
Orchestrator execution result
Defect reporting
SAP heatmap example with demo
Speaker:
Deepak Rai, Automation Practice Lead, Boundaryless Group and UiPath MVP
LF Energy Webinar: Electrical Grid Modelling and Simulation Through PowSyBl -...DanBrown980551
Do you want to learn how to model and simulate an electrical network from scratch in under an hour?
Then welcome to this PowSyBl workshop, hosted by Rte, the French Transmission System Operator (TSO)!
During the webinar, you will discover the PowSyBl ecosystem as well as handle and study an electrical network through an interactive Python notebook.
PowSyBl is an open source project hosted by LF Energy, which offers a comprehensive set of features for electrical grid modelling and simulation. Among other advanced features, PowSyBl provides:
- A fully editable and extendable library for grid component modelling;
- Visualization tools to display your network;
- Grid simulation tools, such as power flows, security analyses (with or without remedial actions) and sensitivity analyses;
The framework is mostly written in Java, with a Python binding so that Python developers can access PowSyBl functionalities as well.
What you will learn during the webinar:
- For beginners: discover PowSyBl's functionalities through a quick general presentation and the notebook, without needing any expert coding skills;
- For advanced developers: master the skills to efficiently apply PowSyBl functionalities to your real-world scenarios.
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!
2. 1GB– 3D CT Scan
150MB– 3D MRI
30MB – X-ray
120MB – Mammograms
300 TB+
200 Cancer Genomes
200 TB+
All Known Variants
15 PB+
Broad & Sanger DB
800 MB
Per Genome
20-40%
annual increase in
medical image
archives
Explosion of Biological Health Information
Has Surpassed Human Cognitive Capacity
BIGDATA
1990
Decisions by Clinical Phenotype
Structural Genetics
FactsperDecision
2000 2010 2020
5
10
100
1000
Functional Genetics
Proteomics and
other effector
molecules
The Strategic Application of Information Technology in Health Care Organizations (Third Edition 2011) by John P. Glaser and Claudia Salzberg
POV: Researchers analyze multiple patient as a cohorts to discover new knowledge Need to state flexible ad-hoc questions to verify hypotheses, e.g. to discover genetic sources for disease of interest in children compared to their healthy siblings and parentsTransition: How is our vision going to be realized? Background:Cohort = collection of patients with the same condition/disease of interest Causal variants or mutation = particular variant(s) that is present in a higher proportion in diseased individuals when compared to normal individuals (see e.g. below)e.g. query: identifying variants present at higher proportions in diseased population when compared to normal population (e.g. total population of 2000, - 1000 have type 1 diabetes, and 1000 do not – calculate variant(s) in diabetic population that are at a higher proportion than normal (i.e. 600 diabetic individuals have variant “X” and only 200 normal individuals have variant “X” therefore the variant is present at a higher proportion in diabetics)
POV: Clinicians need to have all patient-specific data for a single patient at hand, anytime, anywhere mobile access to all data with interactive response time (<1s)Speaker notes: Identification of clinically actionable (clinician can make a decision in the clinic/hospital based on genetic information) genetic variantsE.g. cancer patient, suffering from an aggressive cancer Transition: Next use case is RESEARCHERBackground: Having to wait for months to see if or not treatment works for you is NOT the ideal method We know that there are genetic mutations that prevent certain individuals from responding to certain therapies Rather than waiting for months to figure out what someones genetic profile is – the goal is: sequencing, analyzing and determining clinically actionable variants in under a day Illumina “hi-seq 2500” now can sequence a full human genome in 27h, so we need the rest of pipeline to be as fast as possible so clinician can give recommendation to patient ASAPCurrent turnaround time for interpreted WGS (whole genome sequencing) results is approx 4 – 6 weeks TOO long for cancer patient or neonatal patient Time takes to find clinically actionable variants is extremely important in the cancer example above, but another example is within Neonatal Intensive Care Units (NICUs) Many of the 3528 monogenic diseases (diseases caused by inheritance of a single defective gene AKA single gene disorder) are present during first 28 days of lifeGene sequencing by conventional methods is too slow to be useful for clinical diagnosisThere are genetic screening tests – but these only test for a few disorders so a lot of newborns are discharged or dead before a diagnosis can be madeRecently, the Center for Pediatric Genomic Medicine @ Children’s Mercy Hospital used the new illumina Hi-seq 2500 sequencer + their pipeline to find clinically actionable mutation(s) in ~50 hours the FASTEST to date
SAP is working on all fronts of the healthcare spectrum. Patients & consumers:Care circles: extended care using social computingResearchWorking with cutting edge research universities & institutes to enable new insights in genomic & proteomic, and other biological data ClinicalEnabling new insights with evidence based research -> from connected medical devices & integrating structured/unstructured data from patient dataPayersIdentify patterns of specific illnesses & precursers to disease to offer individualized preemptive programs ProvidersOutcome driven treatment based on integration of all relevant patient data (both biological and clinical) In our multidisciplinary teams, our objectives are:Provide genomics pipeline (from raw DNA reads to interpreted variants) within SAP HANA healthcare platform Provide data models to be able to import patient data (i.e. electronic medical records, tumor data, etc…) Integrate genomics pipeline with electronic medical records (EMRs), lifestyle data, and all other –omics data (e.g. transcriptomics, proteomics, metabalomics) to be able to run real-time flexible queries on all relevant biological & clinical data
POV: Here is the typical end-to-end tool chain – from raw sequenced DNA to interpreted variants DNA sequencing pipeline requires interdisciplinary cooperation between biological, medical, and IT experts -> We – as IT experts – investigated alignment and annotation and analysis and verified our results with files from the 1,000 genome projectSpeaker notes:A depiction of the end-to-end "bioinformatic chain" or "DNA analysispipeline" or "the lifespan of a diagnosis" or some such articulation tocapture the sequence of steps that happen today, and their latency. Weshould depict not only the steps, but also the people/institutions thatinhabit/cohabit this pipeline.Transition: We tackled “alignment” as well as “annotation and analysis”. First results are presented and here are our results to date.
More details:A doctor (or genetic counsellor) should be able to look at all the components of a patient’s health at the same time. Today, either this data doesn’t exist or resides in silos. The vision is to integrate the following 3 data sources to help a doctor/clinician make an informed treatment decision about the patient: Lifestyle data: Could come from personal sensors (like FitBit) or general info about diet, activity levels, etcEMRsThe historical health records of a patientOmics Data + Annotations “Omics” data can includes genomics, transcriptomics, proteomics data & metabolomics data Genomics: Study of all genetic material in the bodyTranscriptomics: Study of RNAs and their expression (production) is called TranscriptomicsTranscriptomics examines the expression level of mRNAs in a given cell population for e.g. to see the effect of a new drug on the cellsWhile Genes are mostly fixed (except mutations), RNAs change based on external environmental conditionsProteomics: the large-scale study of the structure and functions of all proteins in living organisms.Proteins tells the ‘current’ status of a disease in a patient Metabolomics: the study of the metabolites that are left behind in a particular cell, tissue, organ or organism.Metabolomics can give you a physiological snapshot of the particular cell of interest.Sensor Data is the current health record of the patient – which could come from personal sensors (like FitBit) or sensors at the hospital bedside (e.g. EKG readings) SAP is working on several of these fronts with healthcare research institutes and hospitals to make this vision come true
ImplementationBatched based big data pre-processing to identify data of interestsLeverage R integration to HANA & PAL for data mining and to uncover patternsHANA provides in-memory predictive acceleration & correlated analysis---------------Product: Real-time Big data (R+Hadoop+HANA)Business ChallengesLonger wait time (days) for patient results for hospitals that conduct cancer detection from base on DNA sequence matching Delay in new drug discovery and higher associated costs due to lack of insights in patient dataTechnical ChallengeBig data Lack of speed, accuracy and visibility into data analysis results in huge costs and longer turnaround time for drug discovery and the identification of disease factorsBenefitsFor hospitals: Real-time DNA sequence data analysis makes it faster and easier to identify the root cause. Patient care based on genome analysis results can actually happen in one doctor visit Vs. waiting for several days or multiple follow-up visitsFor Pharmaceutical companies: provide required drugs in time and help identify “driver mutation” for new drug targetCompetition408,000 faster than traditional disk-based systemMKIand SAP HANA could alter the course of cancer research in human history It currently takes 2-3 days for a person to find differences in genome data between cancer patients and healthy people. MKI anticipates the time reduction with HANA to be 20 minutes 216x fasterHANA is about 408,000 times faster than traditional disk-based system (60 million recs) while performing independent data analysisHANA is about 5-10 times faster than another competitor. (190milion recs)R+ Hadoop + SAP HANA HANA provides us powerful real-time computation capability, and R offers us easy ways to model and analyze the data. Hadoop is the platform with distributed pre-data processing and storage capabilities. Combining all three, we can store, pre-process, compute, and analyze huge amount of data ----------------------------------One stop service including genomic data analysis of cancer patient to support personalized therapeutics for the patient.This is not about poor decision making – the healthcare providers are making the best recommendation possible without HANA. This is about streamlining the process of providing drug recommendation for cancer patient based on a completely changed process, which is only possible through HANA. 2-3 days to analyze data -> 20 minutes to analyze data -> making it possible for the first time that patient care based on genome analysis results can actually happen in one doctor visit vs waiting for several days or multiple follow-up visits. Genomic DNA analysis in real-time will transform how we enable comprehensive patient care to fight against cancer. SAP HANA will be the mission-critical and reliable data platform to make real-time cancer analytics into a realityOn one hand, Hospital will collect the genome data from patients and the system will analyze the mutation information. On the other hand, Pharmaceutical will provide the specific drugs based on patient’s mutation profile. Or it will help the Pharma researchers and Oncologist to identify “driver mutation” for new drug target.
From Ralph Richter – HANA implementation team:I have got the approval from our customer. Yes we can say this with this 1000x faster, because cancer information in HANA and HANA Oncolyzer brings information from several treatment cases of a single patient together to allow a holistic analysis, where in the past several steps were necessary and the holistic view was only possible with manual effort and this was the time consuming part. Search was not possible at all.-----------------1. Charite is running Hana 1.0 rev. 25. Data gets feeded via Data Services from the cancer database and SLT from ERP2. Customer is replicating Data from SAP ERP - IS-H and ish MED. Medical Services NLEI ca. 300 Mio Controlling Line Item COEP ca. 300 Mio Laboratory Data rom N2LABOR (header and Line Item) ca. 300 mio)3. HANA HardwareTyp: HP ProLiant DL580 G7 CPU: 2 x 8Core Intel(R) Xeon(R) CPU X7560 @ 2.27GHzMemory: 32 x 8GB RAM 1333 MHz Lan: 2 x 10g (Prod-Lan) und 2 x 1G (Management-Lan) HDD: 2 x 300GB (System) und 25 x 146GB Data Fusion IO-Card: 2 * 160GB zusammengefasstzueinem Volume (256GB) 4. Report execution between 2 to 10 seconds as I know.-----------Product: Agile DatamartBusiness ChallengesImprove cancer treatment and save lives by introducing new successful patient therapiesIncrease profits and reduce costs incurred due to slow reportingStrengthen position in budget negotiations with health insurance companiesTechnical ChallengesBig, unstructured data more than 500k data points or 2 TB per patient; more than 30% increase in recent yearsFull transparency of financial, clinical and research dataBenefitsReal-time analysis of about 900M patient records (1800 Petabyte) across various departments and geographiesFaster, more flexible reporting helps reduce time in staff shift changes, saving dollarsReal-Time Insights with SAP HANA Oncolyzer Means Faster Patient TreatmentTumor data analyzed in seconds instead of hours – at least 1000 times faster!Patient data to be made available to medical doctors and researchers as an iPad application, so that they can access all data anytime while they’re visiting patients anywhere in the hospital--------------------------------------Charité is one of the biggest university hospitals in Europe, with 150,000 inpatient and 600,000 outpatient treatments per year.Resarch Database for Cancer illnesses Using HANA to analyze cancer diseases and the respective development of the disease to compare patients and therapiesThis research initiative "HANA Oncolyzer" is an interdisciplinary cooperation between the Charité — Universitätsmedizin Berlin, the SAP Innovation Center in Potsdam lead by CaferTosun, and the Chair of Prof. Hasso Plattner at the Hasso Plattner Institute. The aim of the cooperation is to develop innovations, support the adoption of personalized medicine, and to enable a faster and improved way in treatment of patients. HANA Oncolyzer to be used as a powerful hypothesis-generator, to show correlations (or co-occurrence) between pairs of parameters, leading to more confident and more personal treatment of patients
Product: Agile Datamart, Ops Rpt RDS v2Business ChallengesGlobal complaint handling: Poor decision making and excess maintenance costs due to slow reportingGlobal sales reporting: Unable to drive business growth due to weak communication between sales workers and physiciansTechnical ChallengesAggressive performance requirementMulti-source data acquisition and managementLong-text handlingFaster access to big dataBenefitsReal-time analytics on customer feedback improved satisfactionDrive future product innovationSpeedier data-crunching keep up with FDA record-handling rulesCompetitive advantage over rivals such as Jude Medical and Boston ScientificCompetitionWon against Oracle Exadata, IBM NetezzaExperience SAP HANA benefitting 6M patients every yearA query that once took three or four hours now could be accomplished in three or four minutes 60x faster processing speed---------------------The company’s top objectivesOvercomechallengeswithexistingplatforms (BW with Oracle DW), such aspoorperforminganalytics, multi-sourcedataacquisition and management, long-text handlingManage, query and analyzelong-text fieldswithin Global Complaint Handling system (mission-critical FDA mandatedsystemwhichdocuments all customerfeedbackregardingimplanteddevices) with SAP HANA. Global Sales Reporting project: Standardizetheinformationprovided to the Medtronic salesforceglobally in order to support and enhancetheirability to sell Medtronic productsThe key (anticipated) benefitsOptimized in-memory performancefor Global Complaint Handling to analyzecustomerfeedback, improvecustomersatisfaction, and drivefutureproductinnovation. HANA transformsincomingdata from being “unmanageable” to a keycorporateasset. This usecaseisalignedperfectlywiththebroader Medtronic mission “to improveanotherlifeevery 4 seconds.”Improved visibility to saleshistory, customerinformation, etc, will facilitate better, moremeaningfuldiscussionswithcustomers, drivegreaterrevenues and havemoreprofitabilitysalesengagements.Highlights / WOW factorData size: Approximately 1.5 TB rawdatacompressed 10X to 150 GB in HANA.Cursoryconsideration was given to Oracle Exadata and IBM Netezza, but HANA setitselfdistinctly apart withSAP’sarticulationofourroadmapthatpositionsitastheapplicationplatformfor SAP goingforward.Medtronic hastakeneveryopportunity to sharetheir HANA storyat external events, such as SAP World Tour, TechEd, SAPPHIRE, Insider Profiles, ReferencesLIVEcalls.------------------------Medtronic – business problems / benefitsNeeded to overcome reporting challenges inconsistent data definitions global reporting not defined gaps in communication, training, documentation myriad of tools and technologies, not integrated redundant data elements limited resources to do the reporting Needed to expand how the company handles chronic disease fast access requiredhuge data sets now the norm -----------------------------------------------------------------------------------------------------------Press release:Hedges studied his IT systems and found several areas in which IT could be used as a tool for growth: by finding ways to more quickly sort through the thousands of hospital and patient reports about medical devices, such as diabetic pumps and pacemakers. The company also could boost sales by doing a better job compiling global sales reports, he said.The idea was that employing faster information systems would provide Medtronic a competitive advantage over rivals such as Jude Medical and Boston Scientific. Speedier data-crunching would also help the company keep up with FDA record-handling rules, Hedges believed. “You don’t want to tell the FDA to come back in two weeks,” when it comes for an audit, Hedges said. Such improvements, he reasoned, would help improve products and identify the greatest sources of demand, all key to growing the bottom line.To meet those goals, Hedges turned to new software to manage the volume of company data, which was exploding. In 2011, Medtronic’s data warehouse system processed one patient feedback record about a device every second. But as the volume of information from patients who use Medtronic devices grew, the company failed to process the records effectively. The existing data warehouse software couldn’t read large text fields that encapsulated customer complaints.Medtronic used new database software to accelerate its processing speed. A query that once took three or four hours now could be accomplished in three or four minutes. The new HANA database software from SAP derives its speed from “in-memory” technology that combines a processor and memory on a single chip, eliminating the delays inherent in systems with separate processors and hard drives.Medtronic also is in the early stages of testing a sales reporting application to strengthen communications between sales workers and physicians who assign medical devices to patients, Hedges said. This application collects information about how products are selling, which hospitals are buying what equipment, and where medical devices are being implanted and when. The idea is to enable sales workers to spend more time with customers and patients, Hedges said.Hedges said his team looked at other solutions—but picked HANA, in large part because it was familiar with SAP. Hedges said he figured turning to HANA would make it easier for his team to get the software running and tuned to the company’s business operations.Hedges said his team struggled to move the data from the SAP data warehouse to the new HANA database, owing to the fact that the old data warehouse software ran much more slowly than HANA. By the end of the year, Hedges says, 5,000 to 7,000 of the company’s 40,000 employees who are spread across 270 locations around the world, will be using the HANA system. He expects that number to increase to 15,000 in 2013. And Hedges said he intends to have as many as 3,000 sales representatives using the HANA-powered global sales reports in the next few months.It will still be some time before the company realizes any business gain from the investment, though. Medtronic has suffered from weak demand for its implantable heart defibrillators and spine products amid a soft global economy. Sales in each of those units fell 9% in the third quarter, which ended in February.