Intelligent Health Blog

COVID-19 OPEN AI CONSORTIUM

Posted by Owkin on Apr 29, 2020 11:36:00 AM

Owkin is introducing the Covid-19 Open AI Consortium (COAI) to bring breakthrough medical discoveries and actionable findings to the fight against the Covid-19 pandemic. 

In this global health crisis, healthcare systems and clinicians are overwhelmed by the number of patients and lack of reliable methodologies to assess disease evolution to improve patient treatment and anticipate bottlenecks in the healthcare systems. AI models, built on clinical records (diagnosis, treatment, outcome), radiology, laboratory, and demographic data can help predict prognosis, response to treatment, adverse events, public health risks, and other challenging scientific questions.

 

COAI Mission

 

COAI aims to increase collaborative research, to accelerate clinical development of effective treatments for Covid-19, and to share all of its findings with the global medical and scientific community. COAI will unite collaborators: academic institutions, researchers, data scientists and industrial partners, to fight the Covid-19 pandemic. 

 

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COAI will operate within specific research areas led by steering committees comprised of principal investigators (PIs). The first live research area explores Cardiovascular Complications in Covid-19 patients. Upcoming research areas include Patient Outcomes and TriagePrediction and Characterization of Immune Response, and other organ complications.

 

Collaborative Science
 

COAI operates under the following principles: 

 

  1. Fund collaborative research projects involving academic, pharma and technology partners;
  2. All COAI members will be free to co-publish on scientific research;
  3. All machine learning models developed within COAI will be open-sourced under permissive licenses, after publication;
  4. Deploy federated learning technologies to power collaborative research on distributed data (pseudo-anonymized, curated, multimodal cohorts);
  5. Build the Covid-19 Data Platform under the guidance of the steering committees (pseudo-anonymized, curated, multimodal cohorts);
  6. Preserve data privacy in compliance with GDPR and HIPAA.

Owkin is offering its machine learning expertise and federated learning technologies to the medical and scientific community in the fight against Covid-19.

 

COAI Cardiovascular Complications

 

Many people who contract Covid-19 exhibit underlying cardiovascular disease or develop acute cardiac and microvascular injury, such as myocarditis. Cardiovascular comorbidities are common in patients with Covid-19. Understanding how these patients are at higher risk of morbidity and mortality is crucial. 

 

Owkin is partnering with Capacity Covid, a leading international registry working with over 50 centers worldwide to generate open-access, license-free and FAIR results, coordinated by Prof. Dr. Folkert Asselbergs, and with four other leading PIs: Prof. Dr. Jose Ramon Gonzalez JuanateyProf. Dr. Pedro Filipe Lopes Silva MonteiroProf. Dr. Gregory Ducrocq, and Dr. Stephen Weng, to answer the following questions:

 

  1. What is the role of hypertension in the outcome of Covid-19: is it causative? Can secondary tissue microvascular lesions be characterized and explained? 
  2. Can we predict which Covid-19 patients will have acute cardiac complications including viral myocarditis, type 1 and 2 myocardial infarctions, heart failure, acute coronary syndromes, and arrhythmias? 
  3. Which patients are at risk of developing a pulmonary embolism? 
  4. Which Covid-19 patients are at higher risk of cardiovascular secondary events?

Join COAI

 

We issue this open call for partners to engage in Collaborative Science to fight the Covid-19 pandemic. Join COAI research areas: Cardiovascular ComplicationsPatient Outcomes and TriagePrediction and Characterization of Immune Response, and other organ complications. This health crisis calls on each of us to collaborate in solidarity to fight Covid-19. Join COAI or reach out to learn more at COAI@owkin.com.

 

COAI will operate within specific research areas led by steering committees comprised of principal investigators (PIs). The first live research area explores Cardiovascular Complications in Covid-19 patients. Upcoming research areas include Patient Outcomes and TriagePrediction and Characterization of Immune Response, and other organ complications.

 

Apply to join COAI at owkin.com/join-coai 

 

 GLOBAL AI EVENTS CALENDAR


Here is your Global AI Events Calendar where you can meet the Inspired Minds community of business leaders, heads of government, policy makers, startups, investors, academics and media.

 

NEW! INTELLIGENT HEALTH AI WEBINARS

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NEW! INTELLIGENT HEALTH INSPIRED!

25-27 May 2020

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INTELLIGENT HEALTH 

09-10 September 2020

Basel, Switzerland

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NEW! WORLD SUMMIT AI WEBINARS

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WORLD SUMMIT AI

13-14 October 2020

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12-16 October 2020

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INTELLIGENT HEALTH UK

2-3 February 2021

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WORLD SUMMIT AI AMERICAS

20-21 April 2021

Montreal, Canada

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Topics: AI, Medicine, Digital Health, HealthTech, MedTech