NeoGx: Machine-Recommended Rapid Genome Sequencing for Neonates.
Austin A AntoniouRegan McGinleyMarina MetzlerBimal P ChaudhariPublished in: medRxiv : the preprint server for health sciences (2024)
ML predictions of genetic testing need, together with the application of the right rapid testing modality, can help providers accelerate genetics evaluation and bring about earlier and better outcomes for patients.
Keyphrases
- end stage renal disease
- ejection fraction
- newly diagnosed
- chronic kidney disease
- peritoneal dialysis
- prognostic factors
- deep learning
- genome wide
- gene expression
- dna methylation
- metabolic syndrome
- type diabetes
- low birth weight
- patient reported outcomes
- preterm infants
- adipose tissue
- glycemic control
- sensitive detection
- clinical evaluation