US attenuation for liver fat quantification: an AIUM-RSNA QIBA pulse-echo quantitative ultrasound initiative

G Ferraioli, V Kumar, A Ozturk, K Nam, CL de Korte… - Radiology, 2022 - pubs.rsna.org
Nonalcoholic fatty liver disease (NAFLD) is the most common chronic liver disease
worldwide, with an estimated prevalence of up to 30% in the general population and higher …

Machine learning for medical ultrasound: status, methods, and future opportunities

LJ Brattain, BA Telfer, M Dhyani, JR Grajo… - Abdominal radiology, 2018 - Springer
Ultrasound (US) imaging is the most commonly performed cross-sectional diagnostic
imaging modality in the practice of medicine. It is low-cost, non-ionizing, portable, and …

Transfer learning with deep convolutional neural network for liver steatosis assessment in ultrasound images

M Byra, G Styczynski, C Szmigielski… - International journal of …, 2018 - Springer
Purpose The nonalcoholic fatty liver disease is the most common liver abnormality. Up to
date, liver biopsy is the reference standard for direct liver steatosis quantification in hepatic …

Liver fibrosis, fat, and iron evaluation with MRI and fibrosis and fat evaluation with US: a practical guide for radiologists

FF Guglielmo, RG Barr, T Yokoo, G Ferraioli, JT Lee… - Radiographics, 2023 - pubs.rsna.org
Quantitative imaging biomarkers of liver disease measured by using MRI and US are
emerging as important clinical tools in the management of patients with chronic liver disease …

[HTML][HTML] Quantitative ultrasound approaches for diagnosis and monitoring hepatic steatosis in nonalcoholic fatty liver disease

AM Pirmoazen, A Khurana, A El Kaffas, A Kamaya - Theranostics, 2020 - ncbi.nlm.nih.gov
Nonalcoholic fatty liver disease is a major global health concern with increasing prevalence,
associated with obesity and metabolic syndrome. Recently, quantitative ultrasound-based …

Role of Ultrasound Methods for the Assessment of NAFLD

G Petzold - Journal of Clinical Medicine, 2022 - mdpi.com
Nonalcoholic fatty liver disease (NAFLD) is the most common liver disease worldwide. The
prevalence in patients with type 2 diabetes mellitus is between 55–80%. The spectrum of …

Non-invasive imaging methods to evaluate non-alcoholic fatty liver disease with fat quantification: a review

W Jang, JS Song - Diagnostics, 2023 - mdpi.com
Hepatic steatosis without specific causes (eg, viral infection, alcohol abuse, etc.) is called
non-alcoholic fatty liver disease (NAFLD), which ranges from non-alcoholic fatty liver (NAFL) …

US backscatter for liver fat quantification: an AIUM-RSNA QIBA pulse-echo quantitative ultrasound initiative

KA Wear, A Han, JM Rubin, J Gao, R Lavarello… - Radiology, 2022 - pubs.rsna.org
Nonalcoholic fatty liver disease (NAFLD) is believed to affect one-third of American adults.
Noninvasive methods that enable detection and monitoring of NAFLD have the potential for …

US quantification of liver fat: past, present, and future

DT Fetzer, TT Pierce, ML Robbin, G Cloutier, A Mufti… - …, 2023 - pubs.rsna.org
Fatty liver disease has a high and increasing prevalence worldwide, is associated with
adverse cardiovascular events and higher long-term medical costs, and may lead to liver …

Pulse-echo quantitative US biomarkers for liver steatosis: toward technical standardization

DT Fetzer, IM Rosado-Mendez, M Wang, ML Robbin… - Radiology, 2022 - pubs.rsna.org
Excessive liver fat (steatosis) is now the most common cause of chronic liver disease
worldwide and is an independent risk factor for cirrhosis and associated complications …