Emerging imaging techniques for acute pancreatitis.
Saeed GhandiliShahab ShayestehDaniel F FouladiAlejandra BlancoLinda Chi Hang ChuPublished in: Abdominal radiology (New York) (2021)
Acute pancreatitis (AP) is caused by acute inflammation of the pancreas and adjacent tissue and is a common source of abdominal pain. The current CT and MRI evaluation of AP is mostly based on morphologic features. Recent advances in image acquisition and analysis offer the opportunity to go beyond morphologic features. Advanced MR techniques such as diffusion-weighted imaging, as well as T1 and T2 mapping, can potentially quantify signal changes reflective of underlying tissue abnormalities. Advanced analytic techniques such as radiomics and artificial neural networks (ANNs) offer the promise of uncovering imaging biomarkers that can provide additional classification and prognostic information. The purpose of this article is to review recent advances in imaging acquisition and analytic techniques in the evaluation of AP.
Keyphrases
- contrast enhanced
- high resolution
- diffusion weighted imaging
- magnetic resonance imaging
- transcription factor
- neural network
- abdominal pain
- deep learning
- computed tomography
- machine learning
- magnetic resonance
- oxidative stress
- healthcare
- liver failure
- squamous cell carcinoma
- intensive care unit
- hepatitis b virus
- mass spectrometry
- lymph node metastasis
- respiratory failure
- acute respiratory distress syndrome