Explainable 3D CNN based on baseline breast DCE-MRI to give an early prediction of pathological complete response to neoadjuvant chemotherapy.
Maria Colomba ComesAnnarita FanizziSamantha BoveVittorio DidonnaSergio DiotiaiutiFederico FaddaDaniele La ForgiaFrancesco GiottaAgnese LatorreAnnalisa NardoneGennaro PalmiottiCosmo Maurizio RessaLucia RinaldiAlessandro RizzoTiziana TalientiPasquale TamborraAlfredo ZitoVito LorussoRaffaella MassafraPublished in: Comput. Biol. Medicine (2024)
Keyphrases
- dce mri
- mri data
- breast cancer
- anatomical structures
- breast mri
- motion correction
- dynamic contrast enhanced mri
- active contour model
- contrast agent
- contrast enhancement
- prostate cancer
- benign and malignant
- medical images
- curve fitting
- fully automatic
- model driven
- magnetic resonance imaging
- computer aided diagnosis
- magnetic resonance images
- data sets
- mr images
- x ray
- decision trees
- service oriented
- medical imaging
- image enhancement
- energy function
- synthetic data
- three dimensional
- computer vision