An AI-based approach driven by genotypes and phenotypes to uplift the diagnostic yield of genetic diseases

S Zucca, G Nicora, F De Paoli, MG Carta, R Bellazzi… - Human Genetics, 2024 - Springer
Identifying disease-causing variants in Rare Disease patients' genome is a challenging
problem. To accomplish this task, we describe a machine learning framework, that we called …

Prioritizing genomic variants pathogenicity via DNA, RNA, and protein-level features based on extreme gradient boosting

M Ding, K Chen, Y Yang, H Zhao - Human Genetics, 2024 - Springer
Genetic diseases are mostly implicated with genetic variants, including missense,
synonymous, non-sense, and copy number variants. These different kinds of variants are …