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Updated: Jan 13, 2026

Novel In Vivo Micro-Computed Tomography Imaging Techniques for Assessing the Progression of Non-Alcoholic Fatty Liver Disease
Published on: March 24, 2023
Imaging Evaluation for Steatotic Liver Disease
Shin Mei Chan1, Vitor F Martins2, Kathleen Marsh1
1Department of Radiology and Biomedical Imaging, University of California San Francisco, San Francisco, CA, USA.
Metabolic dysfunction-associated steatotic liver disease (MASLD) affects 30% of the global population. This review highlights imaging techniques like ultrasound, CT, and MRI for assessing MASLD and fibrosis, crucial for patient outcomes.
Area of Science:
- Hepatology
- Radiology
- Medical Imaging
Background:
- Metabolic dysfunction-associated steatotic liver disease (MASLD), formerly nonalcoholic fatty liver disease, is a rapidly growing global health concern, impacting roughly 30% of the world's population.
- Hepatic steatosis (fatty liver) is the hallmark of MASLD, while liver fibrosis progression is critical for determining patient outcomes.
- Noninvasive imaging plays a crucial role in the detection, quantification, and monitoring of both hepatic steatosis and fibrosis.
Purpose of the Study:
- To review the principles, clinical applications, effectiveness, and recent advancements in imaging modalities for noninvasively assessing hepatic steatosis and fibrosis in MASLD.
- To explore emerging diagnostic strategies for MASLD, including artificial intelligence, opportunistic screening, standardized guidelines, and therapeutic interventions.
- To emphasize the significant role of radiologists in the evolving field of MASLD diagnosis and management.
Main Methods:
- Comprehensive review of current literature on imaging techniques for MASLD.
- Focus on ultrasound, computed tomography (CT), and magnetic resonance imaging (MRI) for assessing liver fat and fibrosis.
- Exploration of machine learning, opportunistic screening, and guideline development in MASLD diagnosis.
Main Results:
- Ultrasound, CT, and MRI are established modalities for evaluating hepatic steatosis and fibrosis in MASLD.
- Advancements in imaging technology are improving accuracy and noninvasive assessment capabilities.
- Emerging approaches like machine learning show promise for enhanced diagnostic accuracy and early detection.
Conclusions:
- Imaging is indispensable for managing MASLD, from initial detection to monitoring disease progression and treatment response.
- Radiologists are central to advancing MASLD diagnostics through the application and development of innovative imaging techniques.
- The integration of new technologies and standardized approaches will likely transform MASLD care and improve patient outcomes.
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