University of Twente Archives - Healthentia https://healthentia.com/tag/university-of-twente/ Thu, 14 May 2020 12:58:21 +0000 en-US hourly 1 https://healthentia.com/wp-content/uploads/2020/04/cropped-favicon_512-32x32.png University of Twente Archives - Healthentia https://healthentia.com/tag/university-of-twente/ 32 32 193384636 Sprint #3 AI-driven Insights from Real-World Data aftermath https://healthentia.com/sprint-3_-ai-driven-insights-from-real-world-data_aftermath/ Fri, 03 Jan 2020 09:17:51 +0000 https://healthentia.com/?p=17656 AI-driven Insights from Real-World Data – Defining Behavioral Biomarkers and Phenotypes End of 2020 and so many things have happened. We could not have been happier to close the year with our annual Sprint event on Trending topics….and what a topic this year. With the explosion of patient-related data from genomics, electronic health records, wearables,...

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AI-driven Insights from Real-World Data – Defining Behavioral Biomarkers and Phenotypes

End of 2020 and so many things have happened. We could not have been happier to close the year with our annual Sprint event on Trending topics….and what a topic this year.

With the explosion of patient-related data from genomics, electronic health records, wearables, and other Real World Data sources, AI/ML is becoming essential to make sense of this data, derive evidence-based insights and answer some of healthcare’s most challenging questions.

The workshop

In the workshop held and co-organized by the University of Twente and Innovation Sprint, we saw AI-driven Insights shifting from a novelty to necessity in many applications throughout the day and how it is becoming a transformational force in the field of healthcare and the Life sciences.

We kicked off with welcoming notes by Prof.dr.ir. Hermie Hermens (University of Twente) & Dr. Sofoklis Kyriazakos (Innovation Sprint) following by an inspiring keynote from Christina Kyriakopoulou from the Digital Research Department of the European Commission, (DG-RTD) that stressed the focus of the EC on this domain and the available relevant calls for innovation.

AI-driven Insights from Real-World Data AI-driven Insights - second image   .

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Next up was a talk on Modeling a treatment protocol with little clinical data by Rom Langerak (University of Twente) where we saw how it is possible to model a universal patient and treatment protocol.

AI-driven Insights - 5th image AI-driven Insights - 6th image

Start Up Talks

Following, we had two startup talks,  BowheadHealth.com by Francisco Diaz-Mitoma jr that presented their great solution for personalized wellness collecting Real world data from patients and empowering them to be the owners of their data using a blockchain ledger. Next up Healthentia.com from Sofoklis Kyriazakos and Alfredo Cesario & Aristodemos Pnevmatikakis (Innovation Sprint) on Defining Biomarkers & Behavioral Phenotypes and whether they can predict outcomes.

AI-driven Insights - 7th image AI-driven Insights - 8th image

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Medical device regulation gave a big shock the last few years in the software companies as it can be considered a Medical Device. We can never have enough analysis on the parameters that include or exclude you from this requirement for commercialization so Kyun Thibaut (COVARTIM) gave us an enlightening talk on MDR impact on Software as Medical Devices highlighting the small letters and offering applied examples.

Break 

A quick break for lunch at the amazing lounge area of the Techmed department to get some energy.

Sessions

The next session started with the ambitious Generator project by Prof. Vincenzo Valentini (Policlinico Gemelli / UCSC) on the use of AI to create customized bots like (bacterium.bot) and help specific areas of the hospital using EHR data to offer guidance and insights to the clinical personnel.

Project presentation

Coming up two more projects of a collaboration between Innovation Sprint and the Gemelli Hospital  on AI-driven studies, APACHE (cervical cancer) by Prof. Vincenzo Valentini (Policlinico Gemelli / UCSC) and PADAWAN (Non-Alcoholic Fatty Liver Disease) by Luca Miele (Policlinico Gemelli / UCSC)

Next up very interesting approaches on the use of AI for treatment for disease and patient profiling by Annemieke Witteveen (University of Twente) Towards holistic profiling and personalized cancer treatmentImmune-mediated inflammatory diseases and their treatment using Machine Learning algorithms by Jonas Kuiper (University of Utrecht) and Intelligent triage for low back pain by Wendy Oude Nijeweme – d’Hollosy (University of Twente)

  

R&D H2020 projects

Following we invited R&D H2020 projects that have AI use in several applications to pitch the vision of their projects. (10 minutes each)

  • H2020 EU-STANDS4PM, Marc Kirschner (FZ-Juelich)
  • H2020 REPO-TRIAL, Harald Schmidt (Maastricht University)
  • H2020 INFINITECH, Christiane Grundloh (RRD)
  • H2020 COUCH, Harm op den Akker (RRD)
  • H2020 PANACEA, Aristodemos Pnevmatikakis (Innovation Sprint)
  • H2020 CO-ADAPT, Konstantina Kostopoulou (Innovation Sprint)

    

Closure

We closed the workshop with a panel discussion on How AI can be integrated into Life Sciences and Healthcare moderated by Konstantina Kostopoulou. 

So as closing remarks, we saw the use of AI to build models identifying characteristics or actions, to generate a hypothesis, predict future outcomes, inform decision and process optimization. We asked the panel participants their views on two big challenges acting as obstacles in the adoption of AI strategies in organizations and that is the required change management in processes and mentality of the people involved but also the technical safety and liability of these AI applications in the case of a potential fault and wrong prediction.

However challenging, AI adoption is the new reality for Healthcare market and we will see more and more adoptions in the near future but also many legal and ethical framework to support it, that are now missing.

What a great ending to a full year by thinking and speaking for AI-driven Insights !!! 2020 Here we come !!!

We wish everyone Happy Holidays !!

( Source of Blog post www.innovationsprint.eu)

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Workshop organized with the University of Twente on AI-driven Insights from Real World Data https://healthentia.com/workshop-organized-with-the-university-of-twente-on-ai-driven-insights-from-real-world-data/ Fri, 13 Dec 2019 16:48:11 +0000 https://healthentia.com/?p=17647 AI-driven Insights from Real World Data Defining Behavioral Biomarkers and Phenotypes The predictive capabilities of traditional, vital-based biomarkers on trial outcomes has been under investigation in clinical trials. However, Real World Data is much more than measured vitals: patient-reported outcomes and physical measurements from trial participants’ lifestyles can provide us with extended biomarkers. Can they...

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AI-driven Insights from Real World Data

Defining Behavioral Biomarkers and Phenotypes

The predictive capabilities of traditional, vital-based biomarkers on trial outcomes has been under investigation in clinical trials. However, Real World Data is much more than measured vitals: patient-reported outcomes and physical measurements from trial participants’ lifestyles can provide us with extended biomarkers. Can they be useful in predicting future patient-reported outcomes or even trial outcomes? Can they be used to model patients or to cluster them into behavioural phenotypes? These are questions addressed under the framework of the Sprint #3 workshop, where we will see how AI can support traditional industries, such as Life Sciences, as well as Health, Wellbeing and Ageing. We will also present commercial applications and R&D projects, discussing the challenges and opportunities through the introduction of AI.

Date and Time: Tuesday 17th December 2019, 9:00 – 15:00

Venue: University of Twente

Registration here

THE PROGRAMME OF THE WORKSHOP ON AI-DRIVEN INSIGHTS FROM REAL WORLD DATA

09.00 – 09.30

Registration & Coffee

09.30 – 09.45

Welcome notes by Prof.dr.ir. Hermie Hermens (University of Twente) & Dr. Sofoklis Kyriazakos (Innovation Sprint)

09.45 – 10.10

Inspiring keynote, Christina Kyriakopoulou (European Commission, DG-RTD)

10.10 – 10.35

Modeling a treatment protocol with little clinical data, Rom Langerak (University of Twente)

10.35 – 10.50

Startup talk: Healthentia.com, Sofoklis Kyriazakos (Innovation Sprint)

10.50 – 11.20

Startup talk: BowheadHealth.com, Francisco Diaz-Mitoma (Bowhead Health)

11.20 – 11.50

Coffee break

11.50 – 12.15

Defining Biomarkers & Behavioral Phenotypes, Alfredo Cesario & Aristodemos Pnevmatikakis (Innovation Sprint)

12.15 – 12.40

MDR impact on Software as Medical Devices, Kyun Thibaut (COVARTIM)

12.40 – 13.05

Generator project, Vincenzo Valentini (Policlinico Gemelli / UCSC)

13.05 – 13.45

Lunch

13.45 – 14.00

AI-driven clinical study APACHE (cervical cancer), Vincenzo Valentini (Policlinico Gemelli / UCSC)

14.00 – 14.15

AI-driven clinical study PADAWAN (Non Alcoholic Fatty Liver Disease), Luca Miele (Policlinico Gemelli / UCSC)

14.15 – 14.40

Intelligent triage for low back pain, Wendy Oude Nijeweme – d’Hollosy (University of Twente)

14.40 – 15.05

Towards holistic profiling and personalized cancer treatment, Annemieke Witteveen (University of Twente)

15.05 – 16.05

Pitches from R&D projects (10 minutes each)

  • EU-STANDS4PM, Marc Kirschner (FZ-Juelich), H2020
  • REPO-TRIAL, Harald Schmidt (Maastricht University), H2020
  • INFINITECH, Christiane Grundloh (RRD), H2020
  • COUCH, Harm op den Akker (RRD), H2020
  • PANACEA, Aristodemos Pnevmatikakis (Innovation Sprint), H2020
  • CO-ADAPT, Konstantina Kostopoulou (Innovation Sprint), H2020

16.05 – 16.30

Panel discussion: How AI can be integrated to Life Sciences and Healthcare

16.30 – 17.00

Networking drinks

 

 

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