AMIGO: We care for rare.

Welcome to Project “AMIGO: Advanced Medical Intelligence for Guiding Omics-based Medicine”.

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Contact: Nicola.Goetzenberger@med.uni-muenchen.de

Our project, launched and managed by Dr. von Hauner Children’s Hospital in Munich, Germany, aims to give hope to children with rare diseases, known as the orphans of medicine. By integrating Machine Learning (ML) and following a decentralized approach, it will be possible to analyze and link children’s clinical and genetic data with the highest level of data security. The knowledge gained will be used to train an AI and thus help doctors around the world to diagnose and treat patients in an individual and personalized way.

Clinics

We bring cutting-edge technology to clinics, enabling creation of collaborative AI applications without any data sharing.

Developers

Using knowledge graphs we provide you with curated and preprocessed datasets so you can focus on building machine learning solutions.

Families

Helping our patients and their families is the heart of our initiative. That is why our partners at Dr. von Hauner Children’s Hospital are working on SCIVIAS study and early diagnosis of rare diseases.

Frequently Asked Questions (FAQ)

AMIGO aims to ensure the evolution from paediatric immunological diseases to general adult care. And therefore, paving the way to personalized medicine.​

Project AMIGO is the first project, in which leading European Children’s Hospitals are joining forces to push progress further.​ So far, we can provide access to precious multi-omics data of >10.000 European patients. As we collect cross-sectional, and longitudinal data, this number is expected to grow fast.​ The data we gather never leaves the on-premise site. This is how we ensure that there is no violation of data protection.​ Technological Independence: It can work with any software that uses federated machine learning is not depending on the system of the clinic.​

An innovative, self-sustaining ecosystem will empower target identification and validation via multi-omics analysis in immunological disorders.​ European Union’s health industry will be strengthened to become competitive on a global level by collecting and using European patient data.

Currently, we are aiming to build a consortium for IHI Call 9​. For steeper progress we need: Experts in target-to-drug Development, Brilliant minds in Data-to-AI Development and Clinical Trial Support.​ Contact us if you want to get involved!​

Dr. von Hauner Children’s Hospital

Logo Dr. von Hauner Children’s Hospital

Dr. von Hauner Children’s Hospital is the Pediatric Clinic of the University Hospital of the Ludwig Maximilian University of Munich. It is a reference center for many children with severe, chronic or complex diseases. In addition to inpatient and outpatient treatment, everyday life is characterized by science and research.

Driven by the passion to improve clinical care for children with rare and common diseases, interdisciplinary research teams collaborate on a variety of themes centered on pediatric health issues. The focus is on studying biological factors governing child development as well as on designing innovative therapeutic strategies.

At Dr. von Hauner, one follows the believe that children also have a right to participate in medical progress. Therefore, the clinic, its physicians and medical staff work closely together with the patients and their families. The aim is to understand the basics of diseases to derive new ways of diagnosis, treatment and prevention.

Personalized, predictive and participatory precision medicine is the primary goal of the actions taken.

AMIGO

Advanced Medical Intelligence for Guiding Omics-based Medicine

Join us in integrating the potential of Artificial Intelligence into the healthcare sector. Project AMIGO is committed to applying federated machine learning and clinical knowledge graphs, so that children with rare diseases can receive a rapid diagnosis and targeted treatment.

Just because it is called rare, doesn’t mean it doesn’t affect us all.

Joint initiative of

Logo Care-for-Rare Foundation
Logo LMU Klinikum
Logo Dr. von Hauner Childern’s Hopsital
Logo Capgemini
Logo FeatureCloud
Logo Ml4people
Logo neo4j

What is the 

Care for Rare

 foundation?

The Care-for-Rare Foundation is helping children with rare diseases. Children with rare diseases are the orphans of medicine. They are overshadwed in many ways: Odysseys from doctor to doctor and frequent misdiagnoses define their lives. Many rare diseases are still incurable. Only through increased research efforts and international cooperation can this fate be changed.

The Care-for-Rare Foundation helps across national borders to give children with rare diseases hope for a cure – regardless of their origin or financial means. It bases its commitment on the guiding principle of “recognize – understand – cure”.

Actions taken:

  • Promoting development of new therapies
  • Financing the further training of doctors and scientists
  • Raising awareness of rare diseases
  • Helps in individual cases through clinical treatment

The starting point for these activities is the Care-for-Rare Center at the Dr. von Hauner Children's Hospital of the Ludwig Maximilian University in Munich.

Holding hands