Multiparametric MRI-based radiomics nomogram for early prediction of pathological response to neoadjuvant chemotherapy in locally advanced gastric cancer.
Jing LiHongkun YinYi WangHongkai ZhangFei MaHailiang LiJin-Rong QuPublished in: European radiology (2022)
• This study investigated the value of multi-parametric MRI-based radiomics in predicting pathologic response to neoadjuvant chemotherapy in locally advanced gastric cancer. • The nomogram incorporating T2WI Radscore, ADC Radscore, and DCE Radscore as well as Borrmann classification outperformed the single sequence-based Radscore. • The nomogram also exhibited a promising prognostic ability for patient survival and enriched radiomics studies in gastric cancer.
Keyphrases
- neoadjuvant chemotherapy
- locally advanced
- lymph node metastasis
- contrast enhanced
- squamous cell carcinoma
- diffusion weighted
- rectal cancer
- diffusion weighted imaging
- magnetic resonance imaging
- phase ii study
- sentinel lymph node
- radiation therapy
- magnetic resonance
- computed tomography
- lymph node
- machine learning
- deep learning
- atomic force microscopy
- amino acid
- high speed