Prediction of Chemoresistance in Women Undergoing Neo-Adjuvant Chemotherapy for Locally Advanced Breast Cancer: Volumetric Analysis of First-Order Textural Features Extracted from Multiparametric MRI.
Marta Maria PanzeriC LosioA Della CorteE VenturiniA AmbrosiP PanizzaF De CobelliPublished in: Contrast media & molecular imaging (2018)
Histogram-derived texture analysis of MRI images allows finding quantitative parameters predictive of nonresponse to NAC in women affected by locally advanced BC.
Keyphrases
- contrast enhanced
- magnetic resonance imaging
- polycystic ovary syndrome
- diffusion weighted imaging
- locally advanced
- diffusion weighted
- breast cancer risk
- magnetic resonance
- pregnancy outcomes
- computed tomography
- squamous cell carcinoma
- rectal cancer
- cervical cancer screening
- neoadjuvant chemotherapy
- transcription factor
- radiation therapy
- insulin resistance
- optical coherence tomography
- convolutional neural network
- adipose tissue
- lymph node
- skeletal muscle
- mass spectrometry
- metabolic syndrome
- open label
- study protocol