| Comparison of deep-learning and conventional machine-learning methods for the automatic recognition of the hepatocellular carcinoma areas from ultrasound images R Brehar, DA Mitrea, F Vancea, T Marita, S Nedevschi, M Lupsor-Platon, ... Sensors 20 (11), 3085, 2020 | 76 | 2020 |
| Abdominal tumor characterization and recognition using superior-order cooccurrence matrices, based on ultrasound images D Mitrea, P Mitrea, S Nedevschi, R Badea, M Lupsor, M Socaciu, A Golea, ... Computational and mathematical methods in medicine 2012, 2012 | 52 | 2012 |
| Hepatocellular carcinoma automatic diagnosis within CEUS and B-mode ultrasound images using advanced machine learning methods D Mitrea, R Badea, P Mitrea, S Brad, S Nedevschi Sensors 21 (6), 2202, 2021 | 23 | 2021 |
| Periodontal evaluation using a non-invasive imaging method (ultrasonography) R Chifor, AF Badea, I Chifor, DA Mitrea, M Crisan, ME Badea Medicine and Pharmacy Reports 92 (Suppl No 3), S20, 2019 | 20 | 2019 |
| Texture based characterization and automatic diagnosis of the abdominal tumors from ultrasound images using third order GLCM features D Mitrea, M Socaciu, R Badea, A Golea 2011 4th International Congress on Image and Signal Processing 3, 1558-1562, 2011 | 19 | 2011 |
| The role of the superior order GLCM in the characterization and recognition of the liver tumors from ultrasound images D Mitrea, S Nedevschi, M Socaciu, R Badea Radioengineering 21 (1), 79-85, 2012 | 17 | 2012 |
| Exploring texture-based parameters for noninvasive detection of diffuse liver diseases and liver cancer from ultrasound images D Mitrea, S Nedevschi, C Cenan, MM LUPSOR, PDMR BADEA Proc. of the 8th WSEAS Int. Conf. on Mathematical Methods and Computational …, 2006 | 16 | 2006 |
| Computer-assisted identification of the gingival sulcus and periodontal epithelial junction on high-frequency ultrasound images R Chifor, ME Badea, DA Mitrea, IC Badea, M Crisan, I Chifor, R Avram Medical ultrasonography 17 (3), 273-279, 2015 | 15 | 2015 |
| Ultrasonography contribution to hepatic steatosis quantification. possibilities of improving this method through computerized analysis of ultrasonic image M Lupsor, R Badea, S Nedevschi, D Mitrea, M Florea 2006 IEEE International Conference on Automation, Quality and Testing …, 2006 | 15 | 2006 |
| Hepatocellular carcinoma recognition in ultrasound images using textural descriptors and classical machine learning R Brehar, D Mitrea, S Nedevschi, MP Lupsor, M Rotaru, R Badea 2019 IEEE 15th International Conference on Intelligent Computer …, 2019 | 13 | 2019 |
| Automatic Recognition of the Hepatocellular Carcinoma from Ultrasound Images using Complex Textural Microstructure Co-Occurrence Matrices (CTMCM). D Mitrea, S Nedevschi, R Badea ICPRAM, 178-189, 2018 | 13 | 2018 |
| Integration of real-time image fusion in the robotic-assisted treatment of hepatocellular carcinoma C Radu, P Fisher, D Mitrea, I Birlescu, T Marita, F Vancea, V Florian, ... Biology 9 (11), 397, 2020 | 11 | 2020 |
| Concept mapping, an effective tool for long-term memorization of anatomy—A quasi-experimental research carried out among 1st Year general medicine students SM Nicoara, SE Szamoskozi, DA Mitrea, DC Leucuta European Journal of Investigation in Health, Psychology and Education 10 (1 …, 2020 | 11 | 2020 |
| Colorectal cancer recognition from ultrasound images, using complex textural microstructure cooccurrence matrices, based on Laws' features D Mitrea, S Nedevschi, M Abrudean, R Badea 2015 38th International Conference on Telecommunications and Signal …, 2015 | 11 | 2015 |
| Modelling cutaneous senescence process M Crisan, C Cattani, R Badea, P Mitrea, M Florea, D Crisan, D Mitrea, ... Computational Science and Its Applications–ICCSA 2010: International …, 2010 | 11 | 2010 |
| Manufacturing execution system specific data analysis-use case with a cobot D Mitrea, L Tamas IEEE Access 6, 50245-50259, 2018 | 10 | 2018 |
| Advanced classification methods for improving the automatic diagnosis of the hepatocellular carcinoma, based on ultrasound images D Mitrea, S Nedevschi, M Lupsor, M Socaciu, R Badea 2010 IEEE International Conference on Automation, Quality and Testing …, 2010 | 10 | 2010 |
| Ultrasonography contribution to the detection and characterization of hepatic restructuring: is the" virtual biopsy" taken into consideration? R Badea, M Lupşor, H Stefănescu, S Nedevschi, D Mitrea, A Serban, ... Journal of Gastrointestinal and Liver Diseases: JGLD 15 (2), 189-194, 2006 | 10 | 2006 |
| Texture-based methods in biomedical image recognition of diffuse liver diseases D Mitrea, S Nedevschi, B Fratila, M Lupsor Computer Science, 2005 | 10 | 2005 |
| Hepatocellular carcinoma recognition from ultrasound images using combinations of conventional and deep learning techniques DA Mitrea, R Brehar, S Nedevschi, M Lupsor-Platon, M Socaciu, R Badea Sensors 23 (5), 2520, 2023 | 9 | 2023 |
Sergiu NedevschiProfessor of Computer Science, Technical University of Cluj-Napoca, RomaniaVerified email at cs.utcluj.ro
