AIMC Topic: Liver Cirrhosis
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Clinical prediction of HBV and HCV related hepatic fibrosis using machine learning.
EBioMedicine
Aug 10, 2018
Clinical prediction of advanced hepatic fibrosis (HF) and cirrhosis has long been challenging due to the gold standard, liver biopsy, being an invasive approach with certain limitations. Less invasive blood test tandem with a cutting-edge machine lea...
Deep learning for staging liver fibrosis on CT: a pilot study.
European radiology
May 14, 2018
OBJECTIVES: To investigate whether liver fibrosis can be staged by deep learning techniques based on CT images.
Deep learning Radiomics of shear wave elastography significantly improved diagnostic performance for assessing liver fibrosis in chronic hepatitis B: a prospective multicentre study.
Gut
May 5, 2018
OBJECTIVE: We aimed to evaluate the performance of the newly developed deep learning Radiomics of elastography (DLRE) for assessing liver fibrosis stages. DLRE adopts the radiomic strategy for quantitative analysis of the heterogeneity in two-dimensi...
Automated diagnosis of focal liver lesions using bidirectional empirical mode decomposition features.
Computers in biology and medicine
Jan 3, 2018
Liver is the heaviest internal organ of the human body and performs many vital functions. Prolonged cirrhosis and fatty liver disease may lead to the formation of benign or malignant lesions in this organ, and an early and reliable evaluation of thes...
Data Mining and Machine Learning Algorithms Using IL28B Genotype and Biochemical Markers Best Predicted Advanced Liver Fibrosis in Chronic Hepatitis C.
Japanese journal of infectious diseases
Dec 26, 2017
IL28B single nucleotide polymorphism (rs12979860) is an etiology-independent predictor of hepatitis C virus (HCV)-related hepatic fibrosis. Data mining is a method of predictive analysis which can explore tremendous volumes of information from health...
Machine-learning-based classification of real-time tissue elastography for hepatic fibrosis in patients with chronic hepatitis B.
Computers in biology and medicine
Jul 20, 2017
Hepatic fibrosis is a common middle stage of the pathological processes of chronic liver diseases. Clinical intervention during the early stages of hepatic fibrosis can slow the development of liver cirrhosis and reduce the risk of developing liver c...
Comparison of Machine Learning Approaches for Prediction of Advanced Liver Fibrosis in Chronic Hepatitis C Patients.
IEEE/ACM transactions on computational biology and bioinformatics
Apr 4, 2017
BACKGROUND/AIM: Using machine learning approaches as non-invasive methods have been used recently as an alternative method in staging chronic liver diseases for avoiding the drawbacks of biopsy. This study aims to evaluate different machine learning ...
Plasma Transfusion in Patients With Cirrhosis in China: A Retrospective Multicenter Cohort Study.
Transfusion medicine reviews
Dec 2, 2016
Patients with cirrhosis used to be associated with frequent use of blood components because of their complex disorder of hemostasis and bleeding complications. Recent findings have indicated that patients with cirrhosis have a state of "rebalanced" o...
Emergent laparotomy and temporary abdominal closure for the cirrhotic patient.
The Journal of surgical research
Nov 11, 2016
BACKGROUND: Temporary abdominal closure (TAC) may be performed for cirrhotic patients undergoing emergent laparotomy. The effects of cirrhosis on physiologic parameters, resuscitation requirements, and outcomes following TAC are unknown. We hypothesi...
Negative-Pressure Wound Therapy
Young Adult
Humans
Wounds and Injuries
Adult
Retrospective Studies
Male
Female
Emergencies
Middle Aged
Laparotomy
Treatment Outcome
Risk Factors
Sepsis
Abdominal Wound Closure Techniques
Follow-Up Studies
Aged
Adolescent
Intra-Abdominal Hypertension
Aged, 80 and over
Liver Cirrhosis
Laparoscopic Anatomical Segment 2 Segmentectomy by the Glissonian Approach.
Journal of laparoendoscopic & advanced surgical techniques. Part A
Oct 19, 2016
BACKGROUND: When hepatocellular carcinoma (HCC) was located in segment 2 (S2), segment-oriented hepatectomy was more beneficial than left lateral sectionectomy as this type of anatomical resection preserved the volume of the nontumor-bearing segment....
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