CT-based morphologic and radiomics features for the classification of MYCN gene amplification status in pediatric neuroblastoma.
Eelin TanKhurshid MerchantBhanu Prakash KnArvind CsJoseph J ZhaoSeyed Ehsan SaffariPoh Hwa TanPhua Hwee TangPublished in: Child's nervous system : ChNS : official journal of the International Society for Pediatric Neurosurgery (2022)
The machine learning model reliably classified MYCN amplification in pediatric neuroblastoma and shows potential as a surrogate imaging biomarker.
Keyphrases
- machine learning
- nucleic acid
- contrast enhanced
- deep learning
- high resolution
- computed tomography
- artificial intelligence
- big data
- lymph node metastasis
- copy number
- magnetic resonance
- squamous cell carcinoma
- label free
- gene expression
- photodynamic therapy
- positron emission tomography
- dna methylation
- genome wide identification