Publications

Legend:

• ISI: papers published in peer reviewed journals, indexed by ISI Web of Knowledge.
• ISI-conf: papers published in proceedings of peer reviewed conferences, indexed by ISI Web of Knowledge.
• IEEEXplore: papers published in proceedings of peer reviewed conferences, indexed by the IEEE Xplore Digital Library.
• Scopus: papers published in proceedings of peer reviewed conferences or journals, indexed by the Elsevier's Scopus database.
• Acta: papers published in proceedings of peer reviewed conferences or journals, indexed by the ACTA Press.
• MathRev: papers published in peer reviewed journals, indexed by Mathematical Reviews database, from American Mathematical Society.
• Conf: Various peer reviewed national or international conferences.
• jB+: papers published in national (Romanian) journals graded B+ by Romanian National Research Council.
• jCD: papers published in national (Romanian) journals graded C or D by Romanian National Research Council.
• BookCh: Book chapter.
• Abstract: Papers published as abstracts, extended abstracts and/or oral presentations to various national and international conferences.

2021

1. C. Vicas, "Inductive biases and Self Supervised Learning in modelling a physical heating system," Download paper



2020

2. C. Vicas, "Evaluation of Deep Learning architectures for System Identification. Applications for a household heating system", 2020 16th IEEE International Conference on Intelligent Computer Communication and Processing (ICCP) Indexed: ISI-conf,IEEEXplore; Download paper Download draft



2017

3. C. Vicas, I. Rusu, N. Al-Hajjar,M. Lupşor-Platon, "Deep convolutional neural nets for objective steatosis detection from liver samples", 2017 13th IEEE International Conference on Intelligent Computer Communication and Processing (ICCP) Indexed: ISI-conf,IEEEXplore; Download paper Download draft



2016

4. M. Lupsor-Platon, R. Badea, M. Gersak, A. Maniu, I. Rusu, A. Suciu, C. Vicas, H. Stefanescu, R. Urs, N. Al Hajjar, "Noninvasive Assessment of Liver Diseases using 2D Shear Wave Elastography," JOURNAL OF GASTROINTESTINAL AND LIVER DISEASES, Volume: 25 Issue: 4 Pages: 525-532 Indexed: ISI; Download paper



2015

5. C. Vicas and S. Nedevschi, "Detecting Curvilinear Features Using Structure Tensors", Image Processing, IEEE Transactions on, Volume:24 , Issue: 11, pp: 3874 - 3887, 2015. Indexed: ISI,IEEEXplore; EndNote ref Download paper Download draft



2013

6. S. Nedevschi, T. Marita, R. Danescu, F. Oniga, R. Brehar, I. Giosan, and C. Vicas, Procesarea Imaginilor Indrumator de Laborator. Cluj Napoca, 2013. ISBN: 978-973-662-796-5 Indexed: BookCh; EndNote ref



2012

7. C. Vicas, M. Lupsor, M. Socaciu, S. Nedevschi, and R. Badea, "Influence of Expert-Dependent Variability over the Performance of Noninvasive Fibrosis Assessment in Patients with Chronic Hepatitis C by Means of Texture Analysis," Computational and Mathematical Methods in Medicine, vol. 2012, 2012. Indexed: ISI, Scopus; EndNote ref Download paper



2011

8. C. Vicas, M. Lupsor, M. Socaciu, R. Badea, and S. Nedevschi, "Texture Analysis as a Noninvasive Tool for Fibrosis Assessment in Chronic Hepatitis C. Influence of Expert Dependent Variability over the Performance of Texture Analysis," IEEE Proc.Intelligent Computer Comm. Process., pp. 205-212, 2011 Indexed: IEEEXplore; EndNote ref Download draft
9. C. Vicas, M. Lupsor, R. Badea, and S. Nedevschi, "Usefulness of Textural Analysis as a Tool for Non-Invasive Liver Fibrosis Staging," Journal of Medical Ultrasonics, vol. 38, pp. 105-117, 2011. Indexed: ISI, Scopus; EndNote ref Download paper Download draft
10. C. Vicas, S. Nedevschi, M. Lupsor, and R. Badea, "Detection and Staging of Liver Fibrosis Using Additive Logistic Models," in Eleventh IASTED Int. Conf. Artificial Intelligence and Applications, Innsbruck, Austria, 2011, pp. 95-100. Indexed: Scopus, Acta; EndNote ref Download paper Download draft
11. Radu CI, Grigorescu M, Lupsor M, Vicas C, Nedevschi S, Badea R, Sparchez Z, Crisan D, Serban A,Comparison Between Three Non-Invasive Methods For The Diagnosis Of Steatosis In Non-Alcoholic Fatty Liver Disease: Attenuation Coefficient Computed On The Ultrasound Image, Adiponectin And Steatotest, JOURNAL OF HEPATOLOGY, Vol. 54, pp S344-S344, nr 863 Indexed: Isi,Scopus; EndNote ref Download paper
12. M. Lupsor, R. Badea, C. Vicas, S. Nedevschi, H. Stefanescu, M. Grigorescu, C. Radu, and D. Crisan, "Non-invasive Steatosis Assessment through the Computerized Processing of Ultrasound Images: Attenuation versus First Order Texture Parameters," International Conference on Advancements of Medicine and Health Care through Technology, 2011, pp. 184-189. Indexed: ISI-conf; EndNote ref Download paper Download draft



2010

13. C. Vicas and S. Nedevschi, "Performance Evaluation of the Textural Analysis Algorithms in Liver Fibrosis Detection Using Ultrasound Software Phantoms," in 2010 IEEE 6th Int. Conf. Intelligent Computer Communication and Processing, Cluj-Napoca, 2010, pp. 155-162. Indexed: IEEEXplore; EndNote ref Download paper Download draft
14. C. Vicas, M. Lupsor, M. Socaciu, R. Badea, and S. Nedevschi, "Liver Fibrosis detection by the means of texture analysis. Limitations and further development directions," Automat. Comput. Appl. Math., vol. 19, pp. 397-402, 2010. Indexed: MathRev, jB+; EndNote ref Download draft
15. C. Vicas, M. Lupsor, R. Badea, and S. Nedevschi, "Detection of anatomical structures on ultrasound liver images using Gabor filters," in Automation Quality and Testing Robotics (AQTR), 2010 IEEE International Conference on Cluj Napoca, 2010, pp. 249-253. Indexed: IEEEXplore, Scopus; EndNote ref Download paper Download draft
16. C. Radu, M. Grigorescu, M. Lupsor, C. Vicas, S. Nedevschi, R. Badea, M. D. Grigorescu, Z. Sparchez, D. Crisan, and D. Feier, "The diagnostic performance of attenuation coefficient computed on the ultrasound image compared to a biochemical marker — SteatoTest — for steatosis quantification in non-alcoholic fatty liver disease," in Automation Quality and Testing Robotics (AQTR), 2010 IEEE International Conference on Cluj Napoca, 2010, pp. 310-314. Indexed: IEEEXplore, Scopus; EndNote ref Download paper
17. M. Lupsor, R. Badea, C. Vicas, S. Nedevschi, M. Grigorescu, C. Radu, H. Stefanescu, and D. Crisan, "Non-invasive steatosis assessment in NASH through the computerized processing of ultrasound images: Attenuation versus textural parameters," in Automation Quality and Testing Robotics (AQTR), 2010 IEEE International Conference on 2010, pp. 333-338. Indexed: IEEEXplore, Scopus; EndNote ref Download paper



2009

18. C. Vicas, S. Nedevschi, M. Lupsor, and R. Badea, "Automatic detection of liver capsule using Gabor filters. Applications in steatosis quantification," IEEE Proc.Intelligent Computer Comm. Process., pp. 133-140, Aug. 2009. Indexed: IEEEXplore; EndNote ref Download paper Download draft
19. C. Vicas, S. Nedevschi, M. Lupsor, and R. Badea, "Fibrosis detection using ultrasound and serological markers as features for additive logistic regression.," Automat. Comput. Appl. Math., vol. 18, pp. 206-211, 2009. Indexed: MathRev, jB+; EndNote ref Download draft
20. M. Lupsor, R. Badea, C. Vicas, S. Nedevschi, H. Stefãnescu, M. Socaciu, C. Radu, D. Crisan, and M. Gigorescu, "The performance of attenuation coefficient computed on the ultrasound image in quantifying liver steatosis in diffuse liver diseases patients," Automat. Comput, Appl. Math., vol. 18, pp. 199-205, 2009. Indexed: MathRef, jB+; EndNote ref
21. C. Radu, M. Grigorescu, M. Lupsor, C. Vicas, S. Nedevschi, R. Badea, Z. Sparchez, D. Crisan, and A. Serban, "Performanţa determinării coeficientului de atenuarea al ultrasunetelor comparativ cu un marker biologic (adiponectina) pentru diagnosticul steatozei în FGNA.," J Gastrointestin Liver Dis., vol. 18, p. 82, 2009. Indexed: Abstract; EndNote ref
22. M. Lupsor, R. Badea, C. Vicas, S. Nedevschi, H. Stefãnescu, M. Grigorescu, Z. Sparchez, H. Branda, C. Radu, D. Crisan, A. Serban, and A. Maniu, "Performanţa determinării coeficientului de atenuare al ultrasunetelor comparativ cu examinarea ultrasonografică uzuală pentru cuantificarea steatozei la pacienţii cu steatohepatită nonalcoolică. ," Medical Ultrasonography, vol. 11, pp. 42-43, 2009. Indexed: Abstract; EndNote ref
23. M. Lupsor, R. Badea, C. Vicas, S. Nedevschi, H. Stefãnescu, M. Grigorescu, M. Radu, D. Crisan, Z. Sparchez, H. Branda, A. Serban, and A. Maniu, "The diagnosis performance of the attenuation coefficient computed on the ultrasonic image in comparison with the classical ultrasonographic examination, to quantify the hepatic fat content in nonalcoholic steatohepatitis patients. ," Proceedings of EASL Special Conference on NAFLD/NASH and related metabolic disease, p. 169, 2009. EndNote ref
24. M. Lupsor, R. Badea, C. Vicas, S. Nedevschi, M. Grigorescu, H. Stefãnescu, C. Radu, D. Crisan, M. Socaciu, Z. Sparchez, and A. Serban, "The performance of attenuation coefficient computed on the ultrasound image in quantifying liver steatosis in nonalcoholic steatohepatitis patients.," GUT, vol. 58, p. A197, 2009. Indexed: Abstract; EndNote ref
25. M. Lupsor, R. Badea, C. Vicas, S. Nedevschi, M. Grigorescu, H. Stefãnescu, C. Radu, D. Crisan, M. Socaciu, Z. Sparchez, H. Branda, and A. Serban, "Cuantificarea steatozei in hepatita cronică virală C prin calcularea coeficientului de atenuare al ultrasunetelor pe imaginea ecografică.," J Gastrointestin Liver Dis., vol. 18, p. 16, 2009. Indexed: Abstract; EndNote ref



2008

26. S. Nedevschi, C. Vicas, D. Mitrea, M. Lupsor, M. Grigorescu, and R. Badea, "Usefulness Of Attenuation And Backscattering Coefficients In Investigating Complex Nonalcoholic Steatohepatitis From Ultrasound Images. Preliminary Results," Proc. 19'th Biosignal Conference, Brno, p. paper ID 126, Jun 2008. Indexed: Conf; EndNote ref Download draft
27. M. Lupsor, R. Badea, C. Vicas, S. Nedevschi, M. Grigorescu, H. Stefanescu, C. Radu, D. Crisan, Z. Sparchez, A. Serban, and H. Branda, "Ultrasonographic diagnosis of nonalcoholic steatohepatitis based on the quantitative evaluation of the ultrasound beam behavior into the liver," Proc. Int. Conf. Automation, Quality and Testing, Robotics, vol. 3, pp. 112-117, 2008 Indexed: ISI-conf, IEEEXplore; EndNote ref Download paper
28. M. Grigorescu, C. Radu, M. Lupsor, C. Vicas, S. Nedevschi, R. Badea, Z. Sparchez, D. Crisan, and A. Serban, "Comparison between attenuation coefficient computed on the ultrasound image and a biological marker, adiponectin, in the diagnosis of steatosis in non-alcoholic fatty liver disease," Proc. Int. Conf. Automation, Quality and Testing, Robotics, vol. 3, pp. 118-122 2008. Indexed: ISI-conf, IEEEXplore; EndNote ref Download paper
29. R. Badea, M. Lupsor, H. Stefanescu, C. Vicas, D. Mitrea, M. Socaciu, and S. Nedevschi, "Integrated procedures of evaluating the hepatic morphology, for the non-invasive detection and quantification of steatosis and fibrosis based on the ultrasound diagnosis," Automat. Comput, Appl. Math. , vol. 17, pp. 1-11, 2008. Indexed: MathRev, jB+; EndNote ref
30. S. Nedevschi, C. Vicas, M. Lupsor, R. Badea, and M. Grigorescu, "The employment of textural and non textural image analysis algorithms in assessing the diffuse liver diseases," Automat. Comput, Appl. Math. , vol. 17, pp. 12-17, 2008. Indexed: MathRev, jB+; EndNote ref Download draft
31. S. Nedevschi, C. Vicas, M. Lupsor, R. Badea, and M. Grigorescu, "Usefulness of image processing techniques in assessing the diffuse liver diseases," Proc. ICCP 2008, 2nd Workshop Computers in Medical Diagnosis, Cluj-Napoca, pp. 10-15, Aug 2008. Indexed: MathRev, jB+; EndNote ref
32. R. Badea, M. Lupsor, H. Stefanescu, S. Nedevschi, C. Vicas, and D. Mitrea, "Techniques for optimizing the ultrasound method used for accurate discovery and non-invasive evaluation of steatosis, fibrosis and liver restructuring – SIDEF," Proceedings of ICCP 2008 2-nd Workshop on Computers in Medical Diagnosis, Technical University of Cluj-Napoca, pp. 1-9, Aug. 2008 Indexed: jB+; EndNote ref
33. M. Lupsor, R. Badea, C. Vicas, S. Nedevschi, M. Grigorescu, H. Stefanescu, Z. Sparchez, C. Radu, D. Crisan, A. Serban, and M. Socaciu, "Performanţa diagnostica a coeficientului de atenuare calculat pe imaginea ecografică în detecţia steatozei din hepatita cronica virală C. Rezultate pe un lot de 524 pacienţi.," Romanian Journal of Hepatology, vol. 4, pp. 74-75, 2008. Indexed: jCD; EndNote ref
34. M. Lupsor, R. Badea, C. Vicas, S. Nedevschi, M. Grigorescu, H. Stefanescu, Z. Sparchez, C. Radu, D. Crisan, and A. Serban, "Detection of steatosis in chronic hepatitis C, based on the evaluation of the attenuation coefficient computed on the ultrasound image," Medical Ultrasonography, vol. 10, pp. 13-20, 2008 Indexed: jCD; EndNote ref
35. M. Lupsor, R. Badea, C. Vicas, S. Nedevschi, M. Grigorescu, H. Stefanescu, Z. Sparchez, H. Branda, C. Radu, D. Crisan, and A. Serban, "The diagnosis performance of the attenuation coefficient computed on the ultrasonic image in comparison with the classical ultrasonographic examination, to quantify the hepatic fat content in nonalcoholic steatohepatitis patients," Romanian Journal of Hepatology, vol. 4, pp. 21-30, 2008. Indexed: jCD; EndNote ref
36. M. Lupsor, C. Vicas, S. Nedevschi, M. Grigorescu, H. Stefãnescu, Z. Sparchez, A. Serban, H. Branda, M. Florea, and R. Badea, "Steatohepatitis Detection from Ultrasound Images Using Attenuation and Backscattering Coefficients.," Ultraschall Med, vol. 29, p. S8, 2008. Indexed: Abstract; EndNote ref
37. M. Lupsor, R. Badea, C. Vicas, S. Nedevschi, M. Grigorescu, H. Stefanescu, Z. Sparchez, C. Radu, D. Crisan, A. Serban, and M. Socaciu, "The performance of attenuation coefficient computed on the ultrasound image in quantifying liver steatosis in chronic hepatitis C patients. ," GUT vol. 57, p. A45, 2008. Indexed: Abstract; EndNote ref
38. M. Lupsor, R. Badea, C. Vicas, S. Nedevschi, M. Grigorescu, H. Stefanescu, Z. Sparchez, C. Radu, D. Crisan, A. Serban, and H. Branda, "Diagnosis value of the attenuation coefficient computed from ultrasound image for predicting the presence and severity of nonalcoholic steatohepatitis. ," Ultraschall Med, vol. 29, pp. S11-S12, 2008. Indexed: Abstract; EndNote ref
39. M. Lupsor, R. Badea, C. Vicas, S. Nedevschi, M. Grigorescu, H. Stefãnescu, Z. Sparchez, C. Radu, D. Crisan, and A. Serban, "Detection of steatosis in chronic hepatitis C, based on the evaluation of the attenuation coefficient computed on the ultrasound image.," J Gastrointestin Liver Dis., vol. 17, pp. 247-248, 2008. Indexed: Abstract; EndNote ref
40. M. Lupsor, R. Badea, D. Mitrea, C. Vicas, and S. Nedevschi, "Evaluarea şi caracterizarea steatozei, fibrozei şi restructurării parenchimului hepatic cu ajutorul ultrasonografiei şi a metodelor computerizate de analiză a imaginii," in Actualităţi în patologia hepatică, M. Grigorescu and M. Beuran, Eds., ed Cluj Napoca: Editura Medicală Universitară "Iuliu Haţieganu", 2008, pp. 288 – 302. ISBN: 978-973-693-277-9 Indexed: BookCh; EndNote ref



2007

41. C. Vicas, S. Nedevschi, M. Lupsor, R. Badea, and M. Grigorescu, "Steatohepatitis Detection from Ultrasound Images Using Attenuation and Backscattering Coefficients," Automat. Comput, Appl. Math., vol. 16, pp. 20-26, 2007. Indexed: jB+; EndNote ref
42. C. Vicas, S. Nedevschi, M. Lupsor, and R. Badea, "Fibrosis detection from ultrasound imaging. The influence of necro-inflammatory activity and steatosis over the detection rates," Automat. Comput, Appl. Math., vol. 16, pp. 26-32, 2007. Indexed: jB+; EndNote ref
43. M. Lupsor, S. Nedevschi, C. Vicas, R. Badea, M. Grigorescu, S. Tripon, H. Stefanescu, C. Radu, A. Serban, and T. Suteu, "Estimating the fibrosis stage in the human liver tissue using image processing methods on ultrasonographic images. Preliminary results," Proc. EMMIT, 3rd Ed., pp. 311-318, 2007. Indexed: Conf; EndNote ref
44. M. Lupsor, R. Badea, C. Vicas, S. Nedevschi, S. Tripon, H. Stefanescu, T. Suteu, C. Radu, and M. Grigorescu, "Estimarea stadiului fibrozei în hepatita cronică virală C folosind metode computerizate de analiza a imaginii ecografice. Rezultate preliminare.," J Gastrointestin Liver Dis., vol. 16, pp. 62-63, 2007. Indexed: Abstract; EndNote ref
45. M. Lupsor, R. Badea, C. Vicas, S. Nedevschi, H. Stefãnescu, S. tripon, T. Suteu, C. Radu, and M. Grigorescu, "Estimating the fibrosis stage in chronic hepatits C patients using image processing methods on ultrasonographic images. Preliminary results.," Ultraschall Med, vol. 28, pp. S1-S74, 2007. Indexed: Abstract; EndNote ref
46. M. Lupsor, R. Badea, C. Vicas, S. Nedevschi, H. Stefanescu, and M. Grigorescu, "Spre "biopsia hepatică virtuală". Detectarea ultrasonografică a steatohepatitei, folosind coeficienţii de atenuare şi reflexie – rezultate preliminare.," Romanian Journal of Hepatology, vol. 3, pp. 52-53, 2007. Indexed: Abstract; EndNote ref
47. M. Lupsor, R. Badea, S. Nedevschi, C. Vicas, S. Tripon, H. Stefanescu, C. Radu, and M. Grigorescu, "The assessment of liver fibrosis using the computerized analysis of ultrasonographic images. Is the virtual biopsy appearing as an option?," Acta Electrotehnica, vol. 48, pp. 245-250, 2007. Indexed: Conf, jB+; EndNote ref Download draft