[PDF][PDF] Few shot learning for phenotype-driven diagnosis of patients with rare genetic diseases

E Alsentzer, MM Li, SN Kobren, A Noori… - medRxiv, 2022 - scholar.archive.org
There are more than 7,000 rare diseases, some of which affect 3,500 or fewer patients in the
US. Due to clinicians' limited experience with such diseases and the considerable …

Discovering monogenic patients with a confirmed molecular diagnosis in millions of clinical notes with MonoMiner

DW Wu, JA Bernstein, G Bejerano - Genetics in Medicine, 2022 - Elsevier
Purpose Cohort building is a powerful foundation for improving clinical care, performing
biomedical research, recruiting for clinical trials, and many other applications. We set out to …

Development of gene-prioritising methods using statistical genetics and clinical annotation for rare genetic disorders

A Favier - 2022 - theses.hal.science
To this day, near 70% of patients suffering from Mendelian diseases remain without any
diagnosis after their DNA sequencing. There is a need to study those disorders regarding …