Multicontrast MRI-based radiomics for the prediction of pathological complete response to neoadjuvant chemotherapy in patients with early triple negative breast cancer.
Angeline NemethPierre ChaudetBenjamin LeporqPierre-Etienne HeudelFanny BarabasOlivier TredanIsabelle TreilleuxAgnès CoulonFrank PilleulOlivier BeufPublished in: Magma (New York, N.Y.) (2021)
MRI-based radiomics may be relevant to predict NAC response in TN cancer. Our results promote the use of multi-contrast MRI sources for radiomics, providing enrich source of information to enhance model generalization.
Keyphrases
- contrast enhanced
- neoadjuvant chemotherapy
- magnetic resonance imaging
- magnetic resonance
- computed tomography
- diffusion weighted imaging
- lymph node metastasis
- locally advanced
- lymph node
- sentinel lymph node
- transcription factor
- squamous cell carcinoma
- drinking water
- healthcare
- rectal cancer
- early stage
- childhood cancer