F
Florin Gorunescu
Researcher at University of Medicine and Pharmacy of Craiova
Publications - 75
Citations - 2874
Florin Gorunescu is an academic researcher from University of Medicine and Pharmacy of Craiova. The author has contributed to research in topics: Artificial neural network & Elastography. The author has an hindex of 25, co-authored 75 publications receiving 2584 citations. Previous affiliations of Florin Gorunescu include University of Pitești & University of Craiova.
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Data Mining: Concepts, Models and Techniques
TL;DR: This paper presents a meta-modelling framework that automates the very labor-intensive and therefore time-heavy and expensive process of classification and decision-making in the context of large-scale data mining.
Journal ArticleDOI
Neural network analysis of dynamic sequences of EUS elastography used for the differential diagnosis of chronic pancreatitis and pancreatic cancer
Adrian Saftoiu,Peter Vilmann,Florin Gorunescu,Dan Ionuţ Gheonea,Marina Gorunescu,Tudorel Ciurea,Gabriel Lucian Popescu,Alexandru Iordache,Hazem Hassan,Sevastiţa Iordache +9 more
TL;DR: EUS elastography is a promising method that allows characterization and differentiation of normal pancreas, chronic pancreatitis, and pancreatic cancer and enabled an optimal prediction of the types of pancreatic lesions.
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A queueing model for bed-occupancy management and planning of hospitals
TL;DR: A queueing model is used to determine the main characteristics of the access of patients to hospital, such as mean bed occupancy and the probability that a demand for hospital care is lost because all beds are occupied.
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Efficacy of an Artificial Neural Network–Based Approach to Endoscopic Ultrasound Elastography in Diagnosis of Focal Pancreatic Masses
Adrian Saftoiu,Adrian Saftoiu,Peter Vilmann,Florin Gorunescu,Jan Janssen,Michael Hocke,Michael Larsen,Julio Iglesias Garcia,Paolo Giorgio Arcidiacono,Uwe Will,Marc Giovannini,Cristoph F. Dietrich,Roald Flesland Havre,Cristian Gheorghe,Colin J. McKay,Dan Ionuţ Gheonea,Tudorel Ciurea +16 more
TL;DR: The accuracy of real-time EUS elastography in focal pancreatic lesions using computer-aided diagnosis by artificial neural network analysis is assessed, providing fast and accurate diagnoses.
Journal ArticleDOI
Accuracy of endoscopic ultrasound elastography used for differential diagnosis of focal pancreatic masses: a multicenter study
Adrian Saftoiu,Peter Vilmann,Florin Gorunescu,Jan Janssen,Michael Hocke,Michael Larsen,Julio Iglesias-Garcia,Paolo Giorgio Arcidiacono,Uwe Will,Marc Giovannini,Christoph F. Dietrich,Roald Flesland Havre,Cristian Gheorghe,Colin J. McKay,Dan Ionuţ Gheonea,Tudorel Ciurea +15 more
TL;DR: The value of quantitative analysis of EUS elastography recordings was proven by good reproducibility of the videos, as well as good parameters of the AUROC analysis.