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  1. No Access

    Article

    Genetics of myocardial interstitial fibrosis in the human heart and association with disease

    Myocardial interstitial fibrosis is associated with cardiovascular disease and adverse prognosis. Here, to investigate the biological pathways that underlie fibrosis in the human heart, we developed a machine ...

    Victor Nauffal, Paolo Di Achille, Marcus D. R. Klarqvist… in Nature Genetics (2023)

  2. No Access

    Article

    Genetic analysis of right heart structure and function in 40,000 people

    Congenital heart diseases often involve maldevelopment of the evolutionarily recent right heart chamber. To gain insight into right heart structure and function, we fine-tuned deep learning models to recognize...

    James P. Pirruccello, Paolo Di Achille, Victor Nauffal, Mahan Nekoui… in Nature Genetics (2022)