Radu Badea

35 papers B 5C 3Misc 1Journal 13Unranked 13
YearRankTypeTitle / Venue / Authors
2024 — conf
Pancreatic Tumor Recognition from CT Images through Advanced Deep Learning Techniques.
AQTR
Delia Mitrea, Raluca Brehar, Razvan Itu, Sergiu Nedevschi, Mihai Adrian Socaciu, Radu Badea
2023 J jnl
Hepatocellular Carcinoma Recognition from Ultrasound Images Using Combinations of Conventional and Deep Learning Techniques.
Sensors
Delia Alexandrina Mitrea, Raluca Brehar, Sergiu Nedevschi, Monica Lupsor Platon, Mihai Adrian Socaciu, Radu Badea
2023 — conf
Hepatocellular Carcinoma Recognition from Ultrasound Images by Fusing Convolutional Neural Networks at Decision Level.
TSP
Delia Mitrea, Raluca Brehar, Cristinel Mocan, Sergiu Nedevschi, Mihai Adrian Socaciu, Radu Badea
2023 — conf
Liver Tumor Segmentation From Computed Tomography Images Through Convolutional Neural Networks.
ICSAI
Delia Mitrea, Vlad Timu, Cristinel Mihai Mocan, Sergiu Nedevschi, Andrei-Vlad Florian, Mihai Adrian Socaciu, Radu Badea
2021 J jnl
Hepatocellular Carcinoma Automatic Diagnosis within CEUS and B-Mode Ultrasound Images Using Advanced Machine Learning Methods.
Sensors
Delia Mitrea, Radu Badea, Paulina Mitrea, Stelian Brad, Sergiu Nedevschi
2020 B conf
Adversarial Graph Learning and Deep Learning Techniques for improving diagnosis within CT and Ultrasound images.
ICCP
Dan-Sebastian Bacea, Delia Alexandrina Mitrea, Sergiu Nedevschi, Radu Badea
2020 J jnl
Comparison of Deep-Learning and Conventional Machine-Learning Methods for the Automatic Recognition of the Hepatocellular Carcinoma Areas from Ultrasound Images.
Sensors
Raluca Brehar, Delia Alexandrina Mitrea, Flaviu Ionut Vancea, Tiberiu Marita, Sergiu Nedevschi, Monica Lupsor Platon, Magda Rotaru, Radu Badea
2019 — conf
HCC Recognition Within Ultrasound Images Employing Advanced Textural Features with Deep Learning Techniques.
CISP-BMEI
Delia Mitrea, Sergiu Nedevschi, Paulina Mitrea, Monica Platon-Lupsor, Radu Badea
2019 B conf
Hepatocellular Carcinoma Recognition in Ultrasound Images Using Textural Descriptors and Classical Machine Learning.
ICCP
Raluca Brehar, Delia Mitrea, Sergiu Nedevschi, Monica Platon-Lupsor, Magda Rotaru, Radu Badea
2019 B conf
Hepatocellular Carcinoma Segmentation within Ultrasound Images using Convolutional Neural Networks.
ICCP
Flaviu Ionut Vancea, Delia Mitrea, Sergiu Nedevschi, Magda Rotaru, Horia Stefanescu, Radu Badea
2018 C conf
Automatic Recognition of the Hepatocellular Carcinoma from Ultrasound Images using Complex Textural Microstructure Co-Occurrence Matrices (CTMCM).
ICPRAM
Delia Mitrea, Sergiu Nedevschi, Radu Badea
2017 J jnl
Cognitive Radio Network and Network Service Chaining toward 5G: Challenges and Requirements.
IEEE Commun. Mag.
Ioanna Kakalou, Kostas E. Psannis, Piotr Krawiec, Radu Badea
2017 — conf
The role of the cooccurrence matrix based on complex extended microstructures in discovering the cirrhosis severity grades within US images.
CISP-BMEI
Delia Mitrea, Sergiu Nedevschi, Paulina Mitrea, Monica Platon-Lupsor, Radu Badea
2016 — conf
Advanced Texture Analysis Techniques for Building Textural Models, with Applications in the Study of the Pathology Evolution Stages, based on Ultrasound Images.
EPS
Delia Mitrea, Sergiu Nedevschi, Monica Platon-Lupsor, Radu Badea
2016 C conf
The Role of the Complex Extended Textural Microstructure Co-occurrence Matrix in the Unsupervised Detection of the HCC Evolution Phases, based on Ultrasound Images.
ICPRAM
Delia Mitrea, Sergiu Nedevschi, Radu Badea
2015 — conf
Colorectal cancer recognition from ultrasound images, using complex textural microstructure cooccurrence matrices, based on Laws' features.
TSP
Delia Mitrea, Sergiu Nedevschi, Mihail Abrudean, Radu Badea
2014 — conf
A performance analysis for a resource manager of a content aware network.
COMM
Vlad Poenaru, Serban Georgica Obreja, Radu Badea, Eugen Borcoci
2014 C conf
Classification of the Liver Tumors using Multiresolution, Superior Order EOCM Textural Features.
ICPRAM
Delia Mitrea, Sergiu Nedevschi, Radu Badea
2014 — conf
Diseased tissue area detection and delimitation, by fusion between finite difference methods and textural analysis.
AQTR
Alexandru Ioan Mitrea, Sergiu Nedevschi, Delia Mitrea, Paulina Mitrea, Radu Badea
2013 J jnl
Biomedical Signal Processing and Modeling Complexity of Living Systems 2013.
Comput. Math. Methods Medicine
Carlo Cattani, Radu Badea, Shengyong Chen, Maria Crisan
2013 — conf
Discovering the cirrhosis grades from ultrasound images by using textural features and clustering methods.
TSP
Delia Mitrea, Monica Lupsor Platon, Sergiu Nedevschi, Radu Badea
2012 J jnl
Abdominal Tumor Characterization and Recognition Using Superior-Order Cooccurrence Matrices, Based on Ultrasound Images.
Comput. Math. Methods Medicine
Delia Alexandrina Mitrea, Paulina Mitrea, Sergiu Nedevschi, Radu Badea, Monica Lupsor, Mihai Adrian Socaciu, Adela Golea, Claudia Hagiu, Lidia Ciobanu
2012 J jnl
Biomedical Signal Processing and Modeling Complexity of Living Systems.
Comput. Math. Methods Medicine
Carlo Cattani, Radu Badea, Shengyong Chen, Maria Crisan
2012 J jnl
Influence of Expert-Dependent Variability over the Performance of Noninvasive Fibrosis Assessment in Patients with Chronic Hepatitis C by Means of Texture Analysis.
Comput. Math. Methods Medicine
Cristian Vicas, Monica Lupsor, Mihai Adrian Socaciu, Sergiu Nedevschi, Radu Badea
2012 J jnl
Intelligent decision-making for liver fibrosis stadialization based on tandem feature selection and evolutionary-driven neural network.
Expert Syst. Appl.
Florin Gorunescu, Smaranda Belciug, Marina Gorunescu, Radu Badea
2012 J jnl
Iterative Methods for Obtaining Energy-Minimizing Parametric Snakes with Applications to Medical Imaging.
Comput. Math. Methods Medicine
Alexandru Ioan Mitrea, Radu Badea, Delia Alexandrina Mitrea, Sergiu Nedevschi, Paulina Mitrea, Dumitru Mircea Ivan, Octavian Mircia Gurzau
2012 J jnl
Multicriteria Optimization Model for the Study of the Efficacy of Skin Antiaging Therapy.
Comput. Math. Methods Medicine
Maria Crisan, Guido Cappare, Luciana Neamtiu, Ioana Chiorean, Liana Lupsa, Diana Crisan, Radu Badea
2012 Misc conf
The Role of the Multiresolution Textural Features in Improving the Characterization and Recognition of the Liver Tumors, Based on Ultrasound Images.
SYNASC
Delia Mitrea, Sergiu Nedevschi, Radu Badea
2011 J jnl
Evolutionary-driven support vector machines for determining the degree of liver fibrosis in chronic hepatitis C.
Artif. Intell. Medicine
Ruxandra Stoean, Catalin Stoean, Monica Lupsor, Horia Stefanescu, Radu Badea
2011 J jnl
Feature selection for a cooperative coevolutionary classifier in liver fibrosis diagnosis.
Comput. Biol. Medicine
Catalin Stoean, Ruxandra Stoean, Monica Lupsor, Horia Stefanescu, Radu Badea
2011 B conf
Texture analysis as a noninvasive tool for fibrosis assessment in chronic hepatitis C. influence of expert dependent variability over the performance of texture analysis.
ICCP
Cristian Vicas, Monica Lupsor, Mihai Adrian Socaciu, Radu Badea, Sergiu Nedevschi
2011 — conf
The Role of the Feature Extraction Methods in Improving the Textural Model of the Hepatocellular Carcinoma, Based on Ultrasound Images.
ICDIPC (1)
Delia Mitrea, Sergiu Nedevschi, Mihai Adrian Socaciu, Radu Badea
2011 B conf
The role of the superior order GLCM and of the generalized cooccurrence matrices in the characterization and automatic diagnosis of the hepatocellular carcinoma, based on ultrasound images.
ICCP
Delia Mitrea, Sergiu Nedevschi, Radu Badea
2011 — conf
The role of the superior order GLCM in improving the automatic diagnosis of the hepatocellular carcinoma based on ultrasound images.
TSP
Delia Mitrea, Sergiu Nedevschi, Radu Badea
2010 — conf
Modelling Cutaneous Senescence Process.
ICCSA (2)
Maria Crisan, Carlo Cattani, Radu Badea, Paulina Mitrea, Mira Florea, Diana Crisan, Delia Mitrea, Razvan Bucur, Gabriela Checiches