Prediction of asymptomatic cirrhosis in chronic hepatitis C patients: accuracy of artificial neural networks compared with logistic regression models

Massimo Cazzaniga; Francesco Salerno; Gianmario Borroni; Roberto Ceriani; Giulia Stucchi; Patrizia Guerzoni; Maria Antonietta Casiraghi; Maurizio Tommasini

doi:10.1097/meg.0b013e328317f4da

Prediction of asymptomatic cirrhosis in chronic hepatitis C patients: accuracy of artificial neural networks compared with logistic regression models

European Journal of Gastroenterology & Hepatology ◽

10.1097/meg.0b013e328317f4da ◽

2009 ◽

Vol 21 (6) ◽

pp. 681-687 ◽

Cited By ~ 6

Author(s):

Massimo Cazzaniga ◽

Francesco Salerno ◽

Gianmario Borroni ◽

Roberto Ceriani ◽

Giulia Stucchi ◽

...

Keyword(s):

Neural Networks ◽

Logistic Regression ◽

Chronic Hepatitis ◽

Artificial Neural Networks ◽

Hepatitis C ◽

Chronic Hepatitis C ◽

Regression Models ◽

Logistic Regression Models ◽

Artificial Neural ◽

Chronic Hepatitis C Patients

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The Role of Discretization of Continuous Variables in Socioeconomic Classification Models on the Example of Logistic Regression Models and Artificial Neural Networks

Studies in Classification, Data Analysis, and Knowledge Organization - Classification and Data Analysis ◽

10.1007/978-3-030-52348-0_3 ◽

2020 ◽

pp. 35-51

Author(s):

Wioletta Grzenda

Keyword(s):

Neural Networks ◽

Logistic Regression ◽

Artificial Neural Networks ◽

Regression Models ◽

Continuous Variables ◽

Classification Models ◽

Logistic Regression Models ◽

Artificial Neural

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Artificial Neural Networks for the Prediction of Response to Interferon Plus Ribavirin Treatment in Patients with Chronic Hepatitis C

Current Pharmaceutical Design ◽

10.2174/1381612043384240 ◽

2004 ◽

Vol 10 (17) ◽

pp. 2101-2109 ◽

Cited By ~ 17

Author(s):

P. Maiellaro ◽

R. Cozzolongo ◽

P. Marino

Keyword(s):

Neural Networks ◽

Chronic Hepatitis ◽

Artificial Neural Networks ◽

Hepatitis C ◽

Chronic Hepatitis C ◽

Prediction Of Response ◽

Artificial Neural

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Predicting hospital mortality for patients in the intensive care unit: A comparison of artificial neural networks with logistic regression models

Critical Care Medicine ◽

10.1097/00003246-200102000-00012 ◽

2001 ◽

Vol 29 (2) ◽

pp. 291-296 ◽

Cited By ~ 93

Author(s):

Gilles Clermont ◽

Derek C. Angus ◽

Stephen M. DiRusso ◽

Martin Griffin ◽

Walter T. Linde-Zwirble

Keyword(s):

Neural Networks ◽

Intensive Care Unit ◽

Logistic Regression ◽

Artificial Neural Networks ◽

Intensive Care ◽

Hospital Mortality ◽

Regression Models ◽

Logistic Regression Models ◽

Artificial Neural

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Clinical research Predicting reintubation, prolonged mechanical ventilation and death in post-coronary artery bypass graft surgery: a comparison between artificial neural networks and logistic regression models

Archives of Medical Science ◽

10.5114/aoms.2015.48145 ◽

2015 ◽

Vol 4 ◽

pp. 756-763 ◽

Cited By ~ 6

Author(s):

Renata G. Mendes ◽

César R. de Souza ◽

Maurício N. Machado ◽

Paulo R. Correa ◽

Luciana Di Thommazo-Luporini ◽

...

Keyword(s):

Neural Networks ◽

Mechanical Ventilation ◽

Logistic Regression ◽

Artificial Neural Networks ◽

Regression Models ◽

Prolonged Mechanical Ventilation ◽

Artery Bypass ◽

Bypass Graft ◽

Artery Bypass Graft ◽

Logistic Regression Models

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723 ARTIFICIAL NEURAL NETWORK (ANN) TO PREDICT CIRRHOSIS IN CHRONIC HEPATITIS C (CHC). COMPARISON WITH A LOGISTIC REGRESSION (LG) MODEL

Journal of Hepatology ◽

10.1016/s0168-8278(08)60725-4 ◽

2008 ◽

Vol 48 ◽

pp. S270

Author(s):

M. Cazzaniga ◽

G. Borroni ◽

R. Ceriani ◽

P. Guerzoni ◽

M.A. Casiraghi ◽

...

Keyword(s):

Neural Network ◽

Artificial Neural Network ◽

Logistic Regression ◽

Chronic Hepatitis ◽

Hepatitis C ◽

Chronic Hepatitis C ◽

Artificial Neural ◽

Artificial Neural Network Ann

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2001 ARTIFICIAL NEURAL NETWORKS AND LOGISTIC REGRESSION MODELS FOR OUTCOME PREDICTION IN PATIENTS WITH METASTATIC RENAL CELL CARCINOMA UNDER SYSTEMIC THERAPY

The Journal of Urology ◽

10.1016/j.juro.2011.02.2228 ◽

2011 ◽

Vol 185 (4S) ◽

Author(s):

Alexander Buchner ◽

Martin Kendlbacher ◽

Philipp Nuhn ◽

Cordula Tüllmann ◽

Nicolas Haseke ◽

...

Keyword(s):

Neural Networks ◽

Renal Cell Carcinoma ◽

Logistic Regression ◽

Artificial Neural Networks ◽

Cell Carcinoma ◽

Systemic Therapy ◽

Renal Cell ◽

Regression Models ◽

Outcome Prediction ◽

Logistic Regression Models

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Hypervariable region 1 quasispecies in chronic hepatitis C patients: influence of genotype

Journal of Hepatology ◽

10.1016/s0168-8278(01)80397-4 ◽

2001 ◽

Vol 34 (0) ◽

pp. 110

Author(s):

T Asselah

Keyword(s):

Chronic Hepatitis ◽

Hepatitis C ◽

Chronic Hepatitis C ◽

Hypervariable Region ◽

Hypervariable Region 1 ◽

Chronic Hepatitis C Patients

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Treatment and outcome of genotype 4 chronic hepatitis C patients with pegylated interferon α-2b and ribavirin in a German real-life-setting

Zeitschrift für Gastroenterologie ◽

10.1055/s-0030-1269729 ◽

2011 ◽

Vol 49 (01) ◽

Author(s):

S Mauss ◽

E Zehnter ◽

MP Manns ◽

G Teuber ◽

T Dahhan ◽

...

Keyword(s):

Chronic Hepatitis ◽

Hepatitis C ◽

Chronic Hepatitis C ◽

Real Life ◽

Pegylated Interferon ◽

Interferon Α ◽

Genotype 4 ◽

Real Life Setting ◽

Chronic Hepatitis C Patients

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Therapy response in chronic hepatitis C patients is influenced by 25-OH Vitamin D serum levels and VDR (NR1I1) gene polymorphisms

Zeitschrift für Gastroenterologie ◽

10.1055/s-0030-1269708 ◽

2011 ◽

Vol 49 (01) ◽

Author(s):

K Baur ◽

JC Mertens ◽

J Schmitt ◽

R Iwata ◽

B Stieger ◽

...

Keyword(s):

Vitamin D ◽

Chronic Hepatitis ◽

Hepatitis C ◽

Chronic Hepatitis C ◽

Gene Polymorphisms ◽

Therapy Response ◽

Serum Levels ◽

25 Oh Vitamin D ◽

Chronic Hepatitis C Patients

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Diabetes mellitus is more common in chronic hepatitis C patients and is a negative predictor for sustained virological response. Results of a study from a north-east Hungarian region

Zeitschrift für Gastroenterologie ◽

10.1055/s-0031-1278483 ◽

2011 ◽

Vol 49 (05) ◽

Author(s):

B Lombay ◽

F Szalay

Keyword(s):

Diabetes Mellitus ◽

Chronic Hepatitis ◽

Hepatitis C ◽

Sustained Virological Response ◽

Chronic Hepatitis C ◽

Virological Response ◽

North East ◽

Negative Predictor ◽

Chronic Hepatitis C Patients

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