AIMC Topic: Liver

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Added value of deep learning-based liver parenchymal CT volumetry for predicting major arterial injury after blunt hepatic trauma: a decision tree analysis.

Abdominal radiology (New York) Jan 19, 2021
PURPOSE: In patients presenting with blunt hepatic injury (BHI), the utility of CT for triage to hepatic angiography remains uncertain since simple binary assessment of contrast extravasation (CE) as being present or absent has only modest accuracy f...
Liver Humans Decision Trees Retrospective Studies Tomography, X-Ray Computed Adult Deep Learning
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Real-time liver tracking algorithm based on LSTM and SVR networks for use in surface-guided radiation therapy.

Radiation oncology (London, England) Jan 14, 2021
BACKGROUND: Surface-guided radiation therapy can be used to continuously monitor a patient's surface motions during radiotherapy by a non-irradiating, noninvasive optical surface imaging technique. In this study, machine learning methods were applied...
Radiotherapy, Image-Guided Neural Networks, Computer Algorithms Liver Neoplasms Liver Motion Respiration Humans
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A Machine Learning Approach Yields a Multiparameter Prognostic Marker in Liver Cancer.

Cancer immunology research Jan 11, 2021
A number of staging systems have been developed to predict clinical outcomes in hepatocellular carcinoma (HCC). However, no general consensus has been reached regarding the optimal model. New approaches such as machine learning (ML) strategies are po...
Carcinoma, Hepatocellular Venous Thrombosis Neoplasm Invasiveness Risk Assessment Adolescent Liver Neoplasms Portal Vein Lymphocyte Count Kaplan-Meier Estimate Liver Neoplasm Staging Hepatectomy Risk Factors Young Adult Adult T-Lymphocytes Male Middle Aged Prognosis Retrospective Studies Female Humans Machine Learning Models, Immunological Immune Checkpoint Proteins
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Convolutional autoencoder based model HistoCAE for segmentation of viable tumor regions in liver whole-slide images.

Scientific reports Jan 8, 2021
Liver cancer is one of the leading causes of cancer deaths in Asia and Africa. It is caused by the Hepatocellular carcinoma (HCC) in almost 90% of all cases. HCC is a malignant tumor and the most common histological type of the primary liver cancers....
Image Processing, Computer-Assisted Liver Deep Learning Liver Neoplasms Humans Carcinoma, Hepatocellular
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Deep learning augments liver stiffness classification in children.

Pediatric radiology Jan 7, 2021
Humans Child Magnetic Resonance Imaging Neural Networks, Computer Liver Young Adult Deep Learning
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Deep learning trained algorithm maintains the quality of half-dose contrast-enhanced liver computed tomography images: Comparison with hybrid iterative reconstruction: Study for the application of deep learning noise reduction technology in low dose.

European journal of radiology Jan 5, 2021
PURPOSE: This study compares the image and diagnostic qualities of a DEep Learning Trained Algorithm (DELTA) for half-dose contrast-enhanced liver computed tomography (CT) with those of a commercial hybrid iterative reconstruction (HIR) method used f...
Humans Radiographic Image Interpretation, Computer-Assisted Algorithms Radiation Dosage Technology Tomography, X-Ray Computed Adult Deep Learning Liver
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Robotic Left Hepatectomy for Giant Hemangioma: Technical Approach in Minimally Invasive Liver Surgery.

The American surgeon Dec 30, 2020
Humans Robotic Surgical Procedures Liver Neoplasms Robotics Liver Hepatectomy Minimally Invasive Surgical Procedures Hemangioma Laparoscopy
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Use of a convolutional neural network and quantitative ultrasound for diagnosis of fatty liver.

Ultrasound in medicine & biology Dec 25, 2020
Quantitative ultrasound (QUS) was used to classify rabbits that were induced to have liver disease by placing them on a fatty diet for a defined duration and/or periodically injecting them with CCl. The ground truth of the liver state was based on li...
Dietary Fats Neural Networks, Computer Machine Learning Animals Liver Male Rabbits Ultrasonography Non-alcoholic Fatty Liver Disease Fatty Liver
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Robotic Partial Left Hepatectomy for Metastatic Colon Cancer to the Liver. Application of Minimally Invasive Technique in Cancer Surgery.

The American surgeon Dec 19, 2020
Laparoscopy Robotic Surgical Procedures Colonic Neoplasms Hepatectomy Liver Humans Robotics Liver Neoplasms Minimally Invasive Surgical Procedures
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Performance Assessment of Classification Algorithms on Early Detection of Liver Syndrome.

Journal of healthcare engineering Dec 12, 2020
In the recent era, a liver syndrome that causes any damage in life capacity is exceptionally normal everywhere throughout the world. It has been found that liver disease is exposed more in young people as a comparison with other aged people. At the p...
Aged Humans Adolescent Machine Learning Liver Algorithms
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