The genetic complexity of muscle diseases: the role of digenic inheritances

By , |2025-07-28T09:42:46+00:00July 28, 2025|blog post|

The genetic landscape of muscle diseases is significantly more complex than initially anticipated.  In the so-called Mendelian inheritance, genetic diseases are caused by DNA changes (mutations) in a single gene that lead to a molecular, cellular, or tissue defect, producing a predictable disease phenotype (one gene–one disease).  Beyond the "One Gene - One Disease" [...]

Regulatory challenges in developing Artificial Intelligence systems for neuromuscular disease diagnosis

By , |2025-06-24T07:44:28+00:00June 24, 2025|blog post|

Navigating the complex landscape of data protection and Artificial Intelligence regulation in healthcare The integration of Artificial Intelligence (AI) systems in healthcare, particularly for diagnosing health problems or diseases, presents unique regulatory challenges. In the CoMPaSS-NMD project, recognizing these challenges, extensive research has been conducted to ensure the privacy and security of the data used [...]

Federated Learning in healthcare and for the stratification of NMD Patients in CoMPaSS-NMD

By , |2025-06-24T07:39:19+00:00May 30, 2025|blog post|

Safeguarding personal data is crucial for enhancing AI-driven categorization of patients with neuromuscular diseases. Protecting patient data in AI-driven stratification The CoMPaSS-NMD project is pioneering the use of advanced AI techniques to enable precise stratification of patients with hereditary neuromuscular diseases. By identifying meaningful subgroups of patients based on shared characteristics, the project aims [...]

New horizons in neuromuscular diagnosis with AI: CoMPaSS-NMD meets patients in Modena

By , |2025-05-14T09:08:46+00:00May 14, 2025|blog post, Events, News|

In Modena, an event brought together individuals affected by neuromuscular conditions to explore the potential of artificial intelligence in achieving more precise diagnoses and offering hope for future advancements. On Saturday, 10th May, Modena hosted an event entitled “Precision Diagnosis and Artificial Intelligence for Neuromuscular Patients: New Tools and New Possibilities”, dedicated to patients, [...]

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