Publications

Papers in peer-reviewed scientific journals

 

  1. Udriștoiu AL, Cazacu IM, Gruionu LG, Gruionu G, Iacob AV, Daniela Elena Burtea,Bogdan Silviu Ungureanu, Mădălin Ionuț Costache, Alina Constantin, Carmen Florina Popescu, Ștefan Udriștoiu, Adrian Săftoiu (2021).  Real-time computer-aided diagnosis of focal pancreatic masses from endoscopic ultrasound imaging based on a hybrid convolutional and long short-term memory neural network model. PLOS ONE 16(6): e0251701. WOS: 000671695800004. https://doi.org/10.1371/journal.pone.0251701
  2. Vasile CM, Udriștoiu AL, Ghenea AE, Popescu M, Gheonea C, Niculescu CE, Ungureanu AM, Udriștoiu Ș, Drocaş AI, Gruionu LG, Gruionu G, Iacob AV, Alexandru DO. Intelligent Diagnosis of Thyroid Ultrasound Imaging Using an Ensemble of Deep Learning Methods. Medicina. 2021; 57(4):395.
  3. Udristoiu AL, Stefanescu D, Gruionu G, Gruionu LG, Iacob AV, Karstensen JG, Vilman P, Saftoiu A. Deep Learning Algorithm for the Confirmation of Mucosal Healing in Crohn's Disease, Based on Confocal Laser Endomicroscopy Images. J Gastrointestin Liver Dis. 2021 Mar 12;30(1):59-65.
  4. Elena Codruta Constantinescu, Udristoiu Anca, Udristoiu Ștefan, Andreea Iacob, Lucian Gruionu, Gabriel Gruionu, Larisa Sandulescu, Adrian Saftoiu. Transfer learning with pre-trained deep convolutional neural networks for the automatic assessment of liver steatosis in ultrasound images, December 2020 Medical Ultrasonography, DOI: 10.11152/mu-2746.
  5. A.L. Udristoiu, A.E. Stanca, A.E. Ghenea, C.M. Vasile, M. Popescu, S.C. Udristoiu, A.V. Iacob, S. Castravete, L.G. Gruionu, G. Gruionu, Skin Diseases Classification Using Deep Leaning Methods, Curr Health Sci J, vol. 46, no. 2, 2020.
  6. Anca Udristoiu, Lucian G Gruionu, Gabriel Gruionu, Andreea Valentina Iacob, Daniela E Burtea, Bogdan S Ungureanu, Madalin I Costache, Carmen F Popescu, Adrian Săftoiu, Real-Time Differential Diagnosis of Focal Pancreatic Masses Based on Convolutional Neural Networks And Advanced Endoscopic Ultrasound Imaging Combining Gray-Scale, Color Doppler, Contrast-Enhancement and Elastography, Oral abstract| Volume 89, ISSUE 6, SUPPLEMENT , AB80, June 01, 2019.
  7. Irina, Cazacu, Anca Udristoiu, Lucian Gruionu, Andreea Iacob, Gabriel Gruionu, Adrian Saftoiu. Artificial intelligence in pancreatic cancer: Toward precision diagnosis. 2019. EUS Journal, 2019.   DOI: 10.4103/eus.eus_76_19.
  8. Lucian Gheorghe Gruionu, Cătălin Constantinescu, Andreea Şoimu-Iacob, Cătălin Ciobîrcă, Anca Udriştoiu, Ştefan Dan Pastramă, Gabriel Gruionu, Semi-automatic guidance of a biopsy catheter to peripheral airways targets using a novel robotic and computer navigation system, Materials Today: Proceedings, Volume 12, Part 2, 2019, Pages 304-308
  9. Anca Udristoiu, Stefan Udristoiu , Discovering Interesting Patterns in an e-Learning System, State-of-the-Art and Future Directions of Smart Learning, Lecture Notes in Educational Technology, Springer, ISBN: 978-981-287-866-3, pp. 423-432, 2016, WOS:000389703400051.
  10. Anca Udristoiu, Stefan Udristoiu, Grade prediction improved by regular and maximal association rules, International Journal of Intelligent Systems and Applications in Engineering, ISSN 2147-6799, vol.3, no. 2, 2015.
  11. Anca Udristoiu, Stefan Udristoiu, Using Variable Precision Rough Sets Theory to Classify Students’ Results , ANNALS OF THE UNIVERSITY OF CRAIOVA, Series: AUTOMATION, COMPUTERS, ELECTRONICS and MECHATRONICS ISSN: 1841-0626, vol 11(38), 2014.
  12. Anca Loredana (Ion) Udristoiu, Stefan Udristoiu, Improving the Medical Diagnosis Process using Maximal Association Rules, International Review on Computers and Software (IRECOS) January 2013, ISSN- 1828-6003, (Vol. 8 N. 1), pp.384-389.
  13. Anca Loredana (Ion) Udristoiu, Stefan Udristoiu, A Framework for medical images diagnosing, ANNALS OF THE UNIVERSITY OF CRAIOVA Series: AUTOMATION, COMPUTERS, ELECTRONICS and MECHATRONICS, ISSN 1841-0626, Vol. 9(36), Nr.2, 2012.
  14. Anca Loredana (Ion) Udristoiu, Stefan Udristoiu Study of Medical Image Segmentation Using a Statistical Framework, ANNALS OF THE UNIVERSITY OF CRAIOVA Series: AUTOMATION, COMPUTERS, ELECTRONICS and MECHATRONICS, ISSN 1841-0626, Vol. 9(36), Nr.1, November 2012, pg. 68-73.
  15. Anca Loredana (Ion) Udristoiu, Rough Sets and Gaussian Mixture Model in Medical Image Diagnosis, Annals of the University of Craiova - Mathematics and Computer Science Series, ISSN 1223-6934, Craiova, Romania, Vol. 38, Nr. 4, December 2011, pg. 50-62.
  16. Anca Loredana (Ion) Udristoiu, Visual and Semantic Similarity of Medical Image, ANNALS OF THE UNIVERSITY OF CRAIOVA Series: AUTOMATION, COMPUTERS, ELECTRONICS and MECHATRONICS, ISSN 1841-0626, Vol. 8(36), Nr.2, December 2011, pg. 7-12.
  17. Anca Loredana (Ion) Udristoiu, A Framework for semantic modeling of images, Annals of the University of Craiova - Mathematics and Computer Science Series, ISSN 1223-6934,   Vol. 37, No. 4, 2010, pp.37-49.
  18. Anca Loredana (Ion) UdristoiuMethods for Knowledge Discovery in Images, Journal of Information Technology and Control, ISSN 1392–124X, Vol. 38, No.1,  2009, pp. 43-49.
  19. Anca Loredana (Ion) Udristoiu, Design and Implementation of Web-Based Image Retrieval System, Annals of the University of Craiova, Series: Automation, Computers, Electronic and Mechatronics, Vol.1, 2008.
  20. Liana Stanescu, Dumitru Dan Burdescu, Gabriel Mihai, Anca Loredana (Ion) Udristoiu, Cosmin Stoica Spahiu, Medical Imagistic Database Query for Educational Purpose, Lecture Notes in Computer Science 5328 Springer-Verlag, 2008, pp.121-132.
  21. Liana Stanescu, Dumitru Dan Burdescu, Mihai Gabriel, Cosmin Stoica Spahiu, Anca Loredana (Ion) UdristoiuAccess Modalities to an Imagistic Library for Medical e-Learning, Lecture Notes in Computer Science 5173 Springer-Verlag, 2008, pp. 260-263.
  22. Liana Stanescu, Dumitru Dan Burdescu, Anca Loredana (Ion) Udristoiu, Andrei Panus, Ligia Florea, Imagistic Digital Library for Hybrid Medical Learning, Lecture Notes in Computer Science 5169 Springer-Verlag, 2008, pp. 380-391.
  23. Liana Stanescu, Dumitru Dan Burdescu, Anca Loredana (Ion) Udristoiu, Eugen Georgescu, Using the color set back-projection algorithm in retrieval and evaluation of endoscopic images, Studies in Computational Intelligence, Springer Verlag, vol. 78, pp.197-206, 2007.
  24. Anca Loredana (Ion) Udristoiu, Liana Stanescu, Dumitru Dan Burdescu, The Description of Some Methods Used For Color Texture Classification, Else Software, nr.24, 2005, pp. 5-14. [CNCSIS D class]
  25. Anca Loredana (Ion) Udristoiu, L. Stănescu, D. Burdescu, Multimedia Databases and Imaging, Else Software, nr.25, 2005, pp. 5-13.
  26. Anca Loredana (Ion) UdristoiuImplementation of an Online Software System for Content-Based Region Query, Annals of the University of Craiova, Series: Automation, Computers, Electronic and Mechatronics, Vol.1 (28), 2004.
  27. Liana StănescuDumitru Burdescu, Anca Loredana (Ion) UdristoiuMEDIM – Software System For The Content-Based Visual Retrieval Study In Databases With Medical Images, Studies in Health Technology and Informatics Vol. 105 Transformation of Healthcare with Information Technologies, IOS Press Amsterdam ISBN 1 58603 438 3, 2004, pp.296-307.
  28. Liana Stănescu, Dumitru Burdescu, Anca Loredana (Ion) UdristoiuContent-Based Region Query With Relative Localization, Scientific Bulletins of Politehnic Timisoara, Series Automation and Computers, Vol. 49(63), No.3, ISSN 1224-600X, 2004, pp. 35-38.
  29. Liana Stănescu, Dumitru Burdescu, Anca Loredana (Ion) UdristoiuA Comparative Study of Some Metrics used in Content-Based Image Retrieval, Annals of West University of Timisoara, Series: Mathematics-Informatics, 2004, pp. 307-318.
  30. Liana Stanescu, Dumitru Dan Burdescu, Gabriel Mihai, Anca Loredana (Ion) Udristoiu, Cosmin Stoica, Topic Map for Medical E-Learning, Studies in Computational Intelligence, Springer-Verlag 2008, Vol. 162/2008, pp.305-310. 
  31. Dumitru Burdescu, Liana Stanescu, Anca Loredana (Ion) Udristoiu , Cristian Mihaescu, A Spatial Watermarking Algorithm For Video Images, Communications in Computer and Information Science Vol. 1, Springer-Verlag, 2007, pp.402-407.

 Papers in conference proceedings

  1. Lucian Gheorghe Gruionu, Cătălin Constantinescu, Cătălin Ciobircă, Andreea Soimu (Iacob), Anca Loredana Udristoiu, Adrian Săftoiu, Gabriel Gruionu, Robotic and Electromagnetic Navigation System for Automatic Guidance of Biopsy Catheters to Peripheral Pulmonary Airway Targets, CARS, Berlin, 2018.
  2. Catalin Ciobirca, Anca Udristoiu, Gabriel Gruionu, Andreea Soimu, Valeriu Surlin, Stefan Patrascu, Calin Tiu, Lucian Gheorghe Gruionu, Planning and Simulation Software for Laparoscopic Surgery, 26th International EAES Congress, London, 2018.
  3. Lucian Gheorghe GRUIONU, Cătălin CONSTANTINESCU, Andreea ŞOIMU-IACOB, Cătălin CIOBÎRCĂ, Anca UDRISTOIU, Ştefan Dan PASTRAMĂ, Gabriel GRUIONU, AUTOMATIC GUIDANCE OF BIOPSY CATHETER TO PERIPHERAL AIRWAYS TARGETS USING A NOVEL ROBOTIC SYSTEM -, the 35th Danubia-Adria Symposium on Advances in Experimental Mechanics 25-28 September 2018, Sinaia, Romania.
  4. Anca Udristoiu, Stefan Udristoiu , Discovering Interesting Patterns in an e-Learning System, State-of-the-Art and Future Directions of Smart Learning, Lecture Notes in Educational Technology, Springer, ISBN: 978-981-287-866-3, pp. 423-432, 2015
  5. Anca Udristoiu, Stefan Udristoiu, and Elvira Popescu, Predicting Students’ Results Using Rough Sets Theory, Intelligent Data Engineering and Automated Learning–IDEAL 2014, pp. 336-343, Springer International Publishing, 2014.
  6. Popescu, Elvira, Cristian Maria, and Anca Loredana Udriştoiu, Fostering Collaborative Learning with Wikis: Extending MediaWiki with Educational Features, Advances in Web-Based Learning–ICWL 2014. Springer International Publishing, 2014. 22-31.
  7. Anca Loredana (Ion) UdristoiuAlgorithms for Reducing the Semantic Gap in Image Retrieval Systems, HSI 2009, Catania, Italia, 2009 .
  8. Liana Stanescu, Cosmin Stoica Spahiu, Anca Loredana (Ion) UdristoiuQuestion generation for learning evaluation, MMAP'08 - First International Symposium on Multimedia – Applications and Processing, Wisla, Poland, 2008, pp.509-513.
  9. Liana Stanescu, Dumitru Dan Burdescu, Anca Loredana (Ion) Udristoiu, Cosmin Stoica, Using Multimedia to Improve Medical E-learning, The 2008 World Congress in Computer Science Computer Engineering and Applied Computing, Las Vegas, CSREA Press, ISBN 1-60132-063-9, 2008, pp.96-101
  10. Dumitru Burdescu, Liana Stanescu, Anca Loredana (Ion) Udristoiu, Razvn Tanasie, A New 3D Watermarking Algorithm, 3DTV Conference: The True Vision - Capture, Transmission and Display of 3D Video, Istanbul Turkey, 2008, pp.361 –364.
  11. Anca Loredana (Ion) Udristoiu, Liana Stanescu, Dumitru Burdescu, Semantic Based Image Retrieval Using Relevance Feedback, Eurocon 2007 The International Conference on “Computer as a tool”, Warsaw, Poland, 2007, pp.1661-1668.
  12. Anca Loredana (Ion) Udristoiu, Liana Stanescu, Dumitru Burdescu, Semantic categorization and Retrieval of Images, SYNASC 2007, Timisoara, Romania, IEEE Computer Society Press, pp.211-218.
  13.  Dumitru Burdescu, Liana Stanescu, Razvan Tanasie, Anca Loredana IonA New Algorithm For Content-based 3-D Image Retrieval, IADIS International Computer Graphics and Visualization, Lisbon, Portugal, 2007, pp.132-137.
  14. Liana Stanescu, Anca Loredana (Ion) Udristoiu, Dumitru Burdescu, Marius Brezovan, Algorithms and Results in Content-based Visual Query of the Image Databases Resulting from DICOM files, 8th International Symposium on Symbolic and Numeric Algorithms for Scientific Computing (SYNASC), Timisoara, Romania, IEEE Computer Society Press, 2006, pp.119-124.
  15. Liana Stanescu, Dumitru Burdescu, Anca Loredana (Ion) UdristoiuUsing the Color-set back-Projection Algorithm in Retrieval and Evaluation of Endoscopic Images from Patients with Peptic Ulcers, 4th IEEE International Conference on Information Technology: Research and education- ITRE, Tel Aviv, Israel, 2006, pp.126-130.
  16. Liana Stanescu, Dumitru Burdescu, Anca Loredana (Ion) Udristoiu, Marius Brezovan, Content-Based Image Query On Color Feature in the Image Databases Obtained from DICOM files, International Multi-Conference on Computing in the Global Information Technology, Bucharest, Romania, IEEE Computer Society Press, 2006, pp.15.
  17. Liana Stanescu, Dumitru Burdescu, Anca Loredana(Ion) Udristoiu, Marius Brezovan, Improving the Results of the Content-Based Image Query on Medical Imagery, ICINCO 2006, Setubal, Portugal, pp.432-437.
  18. Anca Loredana (Ion) Udristoiu, Liana Stanescu, Dumitru Burdescu, The Region-Based Query Using Ontology, CONTI 2006, Timisoara, Romania, Vol. 2, pp.257-262.
  19. Anca Loredana (Ion) Udristoiu, Liana Stanescu, MIR- A Tool for Medical Image Retrieval, Eurocon 2005 The International Conference on “Computer as a tool”, Serbia&Muntenegru, 2005, pp.1003-1006.
  20. Liana StănescuDumitru Burdescu, Anca Loredana (Ion) UdristoiuWEBImTest – On-Line Software System For The Content-Based Region Query In Image Databases, 5th International Carpathian Control Conference, Zakopane, Poland, ISBN 83-89772-00-0, May 25-28 2004, pp.861-866.
  21. Anca Loredana (Ion) Udristoiu, Liana Stanescu, Dan Burdescu, Stefan Udristoiu, Improving an Image Retrieval System by Integrating Semantic Features, Human System Interaction, Cracovia, Poland, IEEE Catalog Number: 08EX1995C, ISBN: 1 4244 1543 8, 2008, pp.510-515 
  22. Anca Loredana (Ion) Udristoiu, Liana Stanescu, Dan Burdescu, Stefan Udristoiu, Mapping Image Low-Level Descriptors to Semantic Concepts, ICCGI 2008, ISBN 978 0 7695 3275 2, pp 154-159.
  23. Liana Stanescu, Dumitru Burdescu, Cosmin Stoica, Anca Loredana (Ion) Udristoiu, Critian Guran, Medical Information System Based on Oracle Technologies, 10th International Conference on Enterprise Information Systems (ICEIS 2008), Barcelona, Spain, 2008, pp.417-420.
  24. Liana Stanescu, Dorin Stanescu, Dumitru Burdescu, Cosmin Stoica, Anca Loredana (Ion) Udristoiu, Using a complex numerical and multimedia database in internal medicine. Pre-release evaluations, International Conference on Health Informatics (HEALTHINF 2008), Funchal Madeira, Portugal, vol.1, 2008, pp.192-195.