Deep learning-based imaging reconstruction for MRI after neoadjuvant chemoradiotherapy for rectal cancer: effects on image quality and assessment of treatment response.
Bona KimChul-Min LeeJong Keon JangGwanghun KimSeok Byung LimAh Young KimPublished in: Abdominal radiology (New York) (2022)
DLR produced MR images with higher resolution and SNR. The specificity of MRI for identification of pCR was significantly higher with DLR than with conventional MRI.
Keyphrases
- rectal cancer
- contrast enhanced
- deep learning
- locally advanced
- magnetic resonance imaging
- image quality
- computed tomography
- diffusion weighted imaging
- convolutional neural network
- magnetic resonance
- high resolution
- squamous cell carcinoma
- radiation therapy
- lymph node
- optical coherence tomography
- mass spectrometry
- fluorescence imaging
- photodynamic therapy