AIMC Topic: Liver Diseases

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[Development and application of artificial intelligence (AI) models for liver diseases].

Nihon Shokakibyo Gakkai zasshi = The Japanese journal of gastro-enterology Jan 1, 2022
Humans Artificial Intelligence Liver Diseases
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Artificial Intelligence in Imaging of Chronic Liver Diseases: Current Update and Future Perspectives.

Magnetic resonance imaging clinics of North America Aug 1, 2021
Here we review artificial intelligence (AI) models which aim to assess various aspects of chronic liver disease. Despite the clinical importance of hepatocellular carcinoma in the setting of chronic liver disease, we focus this review on AI models wh...
Artificial Intelligence Liver Cirrhosis Humans Magnetic Resonance Imaging Liver Diseases
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Application of Artificial Intelligence for the Diagnosis and Treatment of Liver Diseases.

Hepatology (Baltimore, Md.) Jun 1, 2021
Modern medical care produces large volumes of multimodal patient data, which many clinicians struggle to process and synthesize into actionable knowledge. In recent years, artificial intelligence (AI) has emerged as an effective tool in this regard. ...
Medical Records Systems, Computerized Humans Artificial Intelligence Translational Research, Biomedical Liver Diseases Gastroenterology
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Radiomics and deep learning in liver diseases.

Journal of gastroenterology and hepatology Mar 1, 2021
Recently, radiomics and deep learning have gained attention as methods for computerized image analysis. Radiomics and deep learning can perform diagnostic or predictive tasks using high-dimensional image-derived features and have the potential to exp...
Radiology Fibrosis Liver Diseases Image Processing, Computer-Assisted Liver Prognosis Deep Learning Humans
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Artificial intelligence in precision medicine in hepatology.

Journal of gastroenterology and hepatology Mar 1, 2021
The advancement of investigation tools and electronic health records (EHR) enables a paradigm shift from guideline-specific therapy toward patient-specific precision medicine. The multiparametric and large detailed information necessitates novel anal...
Electronic Health Records Gastroenterology Artificial Intelligence Precision Medicine Liver Diseases Liver Diagnostic Imaging Humans Neural Networks, Computer
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Artificial intelligence in liver disease.

Journal of gastroenterology and hepatology Mar 1, 2021
Artificial intelligence (AI) is a branch of computer science that attempts to mimic human intelligence, such as learning and problem-solving skills. The use of AI in hepatology occurred later than in gastroenterology. Nevertheless, studies on applyin...
Humans Artificial Intelligence Liver Diseases Medical Errors Forecasting Prognosis
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Expert-level segmentation using deep learning for volumetry of polycystic kidney and liver.

Investigative and clinical urology Nov 1, 2020
PURPOSE: Volumetry is used in polycystic kidney and liver diseases (PKLDs), including autosomal dominant polycystic kidney disease (ADPKD), to assess disease progression and drug efficiency. However, since no rapid and accurate method for volumetry h...
Deep Learning Cysts Polycystic Kidney Diseases Liver Diseases Humans Artificial Intelligence
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Deep Learning Algorithm for Automated Segmentation and Volume Measurement of the Liver and Spleen Using Portal Venous Phase Computed Tomography Images.

Korean journal of radiology Aug 1, 2020
OBJECTIVE: Measurement of the liver and spleen volumes has clinical implications. Although computed tomography (CT) volumetry is considered to be the most reliable noninvasive method for liver and spleen volume measurement, it has limited application...
Deep Learning Liver Hepatectomy Portal Vein Organ Size Male Middle Aged Female Adult Humans Algorithms Tomography, X-Ray Computed Liver Diseases Spleen
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Ontologies for Liver Diseases Representation: A Systematic Literature Review.

Journal of digital imaging Jun 1, 2020
Ontology, as a useful knowledge engineering technique, has been widely used for reducing ambiguity and helping with information sharing. It is considered originally to be clear, comprehensive, and with well-defined format. It characterizes several do...
Humans Language Biological Ontologies Liver Diseases
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Radiomics and Deep Learning: Hepatic Applications.

Korean journal of radiology Apr 1, 2020
Radiomics and deep learning have recently gained attention in the imaging assessment of various liver diseases. Recent research has demonstrated the potential utility of radiomics and deep learning in staging liver fibroses, detecting portal hyperten...
Liver Diseases Hypertension, Portal Liver Neoplasms Image Processing, Computer-Assisted Liver Cirrhosis Deep Learning Humans Area Under Curve ROC Curve Databases, Factual
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