AIMC Topic: Fatty Liver

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Artificial intelligence supported ultrasonography: Can it be the solution for early and accurate diagnosis of steatotic liver disease?

European journal of internal medicine Apr 24, 2024
Humans Artificial Intelligence Liver Non-alcoholic Fatty Liver Disease Early Diagnosis Ultrasonography Fatty Liver
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A natural language processing algorithm accurately classifies steatotic liver disease pathology to estimate the risk of cirrhosis.

Hepatology communications Mar 29, 2024
BACKGROUND: Histopathology remains the gold standard for diagnosing and staging metabolic dysfunction-associated steatotic liver disease (MASLD). The feasibility of studying MASLD progression in electronic medical records based on histological featur...
Natural Language Processing Biopsy Fatty Liver Liver Cirrhosis Humans Algorithms
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Fatty liver classification via risk controlled neural networks trained on grouped ultrasound image data.

Scientific reports Mar 28, 2024
Ultrasound imaging is a widely used technique for fatty liver diagnosis as it is practically affordable and can be quickly deployed by using suitable devices. When it is applied to a patient, multiple images of the targeted tissues are produced. We p...
Neural Networks, Computer Machine Learning Fatty Liver Taiwan Ultrasonography Humans
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Early and accurate diagnosis of steatotic liver by artificial intelligence (AI)-supported ultrasonography.

European journal of internal medicine Mar 14, 2024
OBJECTIVES: Steatotic liver disease is the most frequent chronic liver disease worldwide. Ultrasonography (US) is commonly employed for the assessment and diagnosis. Few information is available on the possible use of artificial intelligence (AI) to ...
Algorithms Prospective Studies Female Humans Artificial Intelligence Male Middle Aged Ultrasonography Aged Adult Magnetic Resonance Imaging Liver Early Diagnosis ROC Curve Fatty Liver
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Digital pathology with artificial intelligence analysis provides insight to the efficacy of anti-fibrotic compounds in human 3D MASH model.

Scientific reports Mar 11, 2024
Metabolic dysfunction-associated steatohepatitis (MASH) is a severe liver disease characterized by lipid accumulation, inflammation and fibrosis. The development of MASH therapies has been hindered by the lack of human translational models and limita...
Humans Collagen Type III Artificial Intelligence Fibrosis Fatty Liver Tissue Inhibitor of Metalloproteinase-1 Fibroblasts Biomarkers
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Image-based AI diagnostic performance for fatty liver: a systematic review and meta-analysis.

BMC medical imaging Dec 11, 2023
BACKGROUND: The gold standard to diagnose fatty liver is pathology. Recently, image-based artificial intelligence (AI) has been found to have high diagnostic performance. We systematically reviewed studies of image-based AI in the diagnosis of fatty ...
ROC Curve Fatty Liver Humans Artificial Intelligence Magnetic Resonance Imaging Sensitivity and Specificity
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A novel multi-feature learning model for disease diagnosis using face skin images.

Computers in biology and medicine Dec 10, 2023
BACKGROUND: Facial skin characteristics can provide valuable information about a patient's underlying health conditions.
Humans Machine Learning Diabetes Mellitus Kidney Failure, Chronic Fatty Liver Skin Face
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Improved assessment of donor liver steatosis using Banff consensus recommendations and deep learning algorithms.

Journal of hepatology Nov 29, 2023
BACKGROUND & AIMS: The Banff Liver Working Group recently published consensus recommendations for steatosis assessment in donor liver biopsy, but few studies reported their use and no automated deep-learning algorithms based on the proposed criteria ...
Living Donors Biopsy Liver Transplantation Consensus Fatty Liver Algorithms Humans Retrospective Studies Deep Learning
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Deep Learning-Based Survival Analysis for Receiving a Steatotic Donor Liver Versus Waiting for a Standard Liver.

Transplantation proceedings Oct 22, 2023
BACKGROUND: An emerging strategy to expand the donor pool is the use of a steatotic donor liver (SDLs; ≥ 30% macrosteatosis on biopsy). With the obesity epidemic and prevalence of nonalcoholic fatty liver disease, SDLs have been reported in 59% of al...
Liver Transplantation Tissue and Organ Procurement Waiting Lists United States Humans Survival Analysis Tissue Donors Living Donors Deep Learning Fatty Liver Graft Survival
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Editorial Comment: Hepatic Steatosis-Contrast-Enhanced CT Is a Leading Mark.

AJR. American journal of roentgenology Jul 26, 2023
Tomography, X-Ray Computed Humans Fatty Liver Artificial Intelligence
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