AIMC Topic: Fatty Liver

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AI-based digital pathology provides newer insights into lifestyle intervention-induced fibrosis regression in MASLD: An exploratory study.

Liver international : official journal of the International Association for the Study of the Liver Jul 4, 2024
BACKGROUND AND AIMS: Lifestyle intervention is the mainstay of therapy for metabolic dysfunction-associated steatohepatitis (MASH), and liver fibrosis is a key consequence of MASH that predicts adverse clinical outcomes. The placebo response plays a ...
Female Adult Male Humans Artificial Intelligence Liver Biopsy Life Style Microscopy, Fluorescence, Multiphoton Middle Aged Fatty Liver Liver Cirrhosis
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Neural Network Classification Algorithm Based on Self-attention Mechanism and Ensemble Learning for MASLD Ultrasound Images.

Ultrasound in medicine & biology Jun 22, 2024
BACKGROUND: Ultrasound image examination has become the preferred choice for diagnosing metabolic dysfunction-associated steatotic liver disease (MASLD) due to its non-invasive nature. Computer-aided diagnosis (CAD) technology can assist doctors in a...
Liver Image Interpretation, Computer-Assisted Humans Neural Networks, Computer Machine Learning Algorithms Ultrasonography Fatty Liver
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Machine Learning-Based Models for Advanced Fibrosis and Cirrhosis Diagnosis in Chronic Hepatitis B Patients With Hepatic Steatosis.

Clinical gastroenterology and hepatology : the official clinical practice journal of the American Gastroenterological Association Jun 19, 2024
BACKGROUND AND AIMS: The global rise of chronic hepatitis B (CHB) superimposed on hepatic steatosis (HS) warrants noninvasive, precise tools for assessing fibrosis progression. This study leveraged machine learning (ML) to develop diagnostic models f...
Machine Learning Female Adult Humans Fatty Liver Liver Cirrhosis Liver Biopsy Male Middle Aged ROC Curve Hepatitis B, Chronic
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Identification of hepatic steatosis among persons with and without HIV using natural language processing.

Hepatology communications Jun 19, 2024
BACKGROUND: Steatotic liver disease (SLD) is a growing phenomenon, and our understanding of its determinants has been limited by our ability to identify it clinically. Natural language processing (NLP) can potentially identify hepatic steatosis syste...
Natural Language Processing Sensitivity and Specificity Male Middle Aged HIV Infections Cohort Studies Fatty Liver Humans Female Algorithms Aged Adult
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Deep-learning segmentation to select liver parenchyma for categorizing hepatic steatosis on multinational chest CT.

Scientific reports May 25, 2024
Unenhanced CT scans exhibit high specificity in detecting moderate-to-severe hepatic steatosis. Even though many CTs are scanned from health screening and various diagnostic contexts, their potential for hepatic steatosis detection has largely remain...
Humans Tomography, X-Ray Computed Deep Learning Female Fatty Liver Reproducibility of Results Liver Male
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Deep learning and digital pathology powers prediction of HCC development in steatotic liver disease.

Hepatology (Baltimore, Md.) May 20, 2024
BACKGROUND AND AIMS: Identifying patients with steatotic liver disease who are at a high risk of developing HCC remains challenging. We present a deep learning (DL) model to predict HCC development using hematoxylin and eosin-stained whole-slide imag...
Humans Predictive Value of Tests Female Carcinoma, Hepatocellular Aged Deep Learning Biopsy Fatty Liver Non-alcoholic Fatty Liver Disease Male Liver Liver Neoplasms Middle Aged
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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
Fatty Liver Liver Non-alcoholic Fatty Liver Disease Early Diagnosis Humans Artificial Intelligence Ultrasonography
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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...
Liver Cirrhosis Humans Natural Language Processing Algorithms Biopsy Fatty Liver
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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...
Humans Neural Networks, Computer Machine Learning Ultrasonography Fatty Liver Taiwan
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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 ...
Prospective Studies Female Magnetic Resonance Imaging Aged Ultrasonography Humans Liver ROC Curve Artificial Intelligence Adult Fatty Liver Early Diagnosis Algorithms Male Middle Aged
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