Publications
Catalin Stoean, Ruxandra Stoean, Post-evolution of variable-length class prototypes to unlock decision making within support vector machines, Applied Soft Computing, 25, pp. 159-173, IF. 2.679, 2014.
Cristian Mesina, Ion Vasile, Daniela Ciobanu, Firmilian Calota, Corina Lavinia Gruia, Liliana Streba, Stelian Stefanita Mogoanta, Horia Parvanescu, Claudia Valentina Georgescu, Danut Nicolae Tarnita, Collision tumor of recto-sigmoidian junction - case presentation, Romanian Journal of Morphology and Embryology, 55(2 suppl), pp. 643-647, 2014.
Daniela Ciobanu, Cristian Meșină, Liliana Streba, Corina Lavinia Gruia, Damian Ditescu, Calin-Gabriel Sarla, Florin Petrescu, The role of immunohistochemistry in diagnosing a synchronous colon tumor, Romanian Journal of Morphology and Embryology, 55(3 Suppl), pp. 1209–1213, 2014.
Catalin Stoean, Ruxandra Stoean, Adrian Sandita, Investigation of Alternative Evolutionary Prototype Generation in Medical Classification, IEEE Post-Proceedings of the 16th International Symposium on Symbolic and Numeric Algorithms for Scientific Computing (SYNASC 2014), September 22 – 25, 2014, Timisoara, Romania, pp. 537-543, ISBN 978-1-4799-8447-3.
Catalin Stoean, Ruxandra Stoean, Adrian Sandita, Cristian Mesina, Corina Lavinia Gruia, Daniela Ciobanu, Evolutionary Search for An Accurate Contour Segmentation in Histopathological Images, The ACM Genetic and Evolutionary Computation Conference (GECCO 2015), GECCO Companion, Madrid, Spain, 11-15 July, pp. 1491-1492, 2015.
Ruxandra Stoean, Catalin Stoean, Adrian Sandita, Daniela Ciobanu, Cristian Mesina, Ensemble of Classifiers for Length of Stay Prediction in Colorectal Cancer, International Work-Conference on Artificial Neural Networks (IWANN 2015), Advances in Computational Intelligence, Lecture Notes in Computer Science, Springer, Volume 9094, Palma de Mallorca, Spain, 10-12 June, pp. 444-457, 2015.
Cristian Mesina, Ion Vasile, Stelian Stefanita Mogoanta, Marius Eugen Ciurea, Horia Parvanescu, Theodor Viorel Dumitrescu, Claudia Valentina Georgescu, Daniela Ciobanu, Pyoderma vegetans of the posterior area of the neck: case presentation, Romanian Journal of Morphology and Embryology, 56(2), pp. 563-568, 2015.
Cristian Meşină, Stelian Ştefăniţă Mogoantă, Daniel Alin Cristian, Theodor Viorel Dumitrescu, Petru Octavian Drăgoescu, Mihaela Iustina Meşină-Botoran, Marius Eugen Ciurea, Mirela-Corina Ghiluşi, Daniela Ciobanu, Retroperitoneal ancient schwannoma - case presentation, Rom J Morphol Embryol, vol. 56, no. 4, pp. 1517–1522, 2015.
Catalin Stoean, Ruxandra Stoean, Adrian Sandita, Cristian Mesina, Daniela Ciobanu, Corina Lavinia Gruia, Investigation on Parameter Effect for Semi-Automatic Contour Detection in Histopathological Image Processing, IEEE Post-Proceedings of the 17th International Symposium on Symbolic and Numeric Algorithms for Scientific Computing (SYNASC 2015), IEEE Computer Society, September 21 – 24, pp. 445-452, 2015, Timisoara, Romania.
Catalin Stoean, Ruxandra Stoean, Adrian Sandita, Daniela Ciobanu, Cristian Mesina, Corina Lavinia Gruia, SVM-Based Cancer Grading from Histopathological Images using Morphological and Topological Features of Glands and Nuclei, Intelligent Interactive Multimedia Systems and Services, 55, Smart Innovation, Systems and Technologies, Springer, pp. 145-155, 2016.
Smaranda Belciug, Florin Gorunescu, A hybrid genetic algorithm - queuing multi-compartment model for optimizing inpatient bed occupancy and associated cost, Artificial Intelligence in Medicine, 68, pp. 59-69, 2016.
Florin Gorunescu, Smaranda Belciug, Boosting backpropagation algorithm by stimulus-sampling: Application in computer-aided medical diagnosis, Journal of Biomedical Informatics, 10.1016/j.jbi.2016.08.004, vol. 63, pp. 74-81, 2016.
Catalin Stoean, In Search of the Optimal Set of Indicators when Classifying Histopathological Images, IEEE Post-Proceedings of the 18th International Symposium on Symbolic and Numeric Algorithms for Scientific Computing (SYNASC), Timisoara, pp. 449-455, 2016.
Ruxandra Stoean, Catalin Stoean, Adrian Sandita, Daniela Ciobanu, Cristian Mesina, Interpreting Decision Support from Multiple Classifiers for Predicting Length of Stay in Patients with Colorectal Carcinoma, Neural Processing Letters, DOI 10.1007/s11063-017-9585-7, pp.1-17, IF 2.591, 2017.
Stefan Postavaru, Ruxandra Stoean, Catalin Stoean, Gonzalo Joya Caparros, Adaptation of Deep Convolutional Neural Networks for Cancer Grading from Histopathological Images. In: Rojas I., Joya G., Catala A. (eds) Advances in Computational Intelligence, IWANN 2017, Lecture Notes in Computer Science, vol 10306, Springer, 2017.
Catalin Stoean, Daniel Lichtblau, Classifier Result Aggregation for Automatically Grading Histopathological Images, 19th International Symposium on Symbolic and Numeric Algorithms for Scientific Computing (SYNASC), IEEE Computer Society, Los Alamitos, California, ISBN: 978-1-5386-2625-2, pp. 419-425, 2018.
Mesina Cristian, Firmilian Calota, Theodor Viorel Dumitrescu, Daniela Ciobanu, An uncommon abdominal fistula: colonic diverticular disease complicated with colocutaneous fistula, Turkish Journal of Gastroenterology, in press 2017.
Mesina Cristian, Dumitrescu Theodor Viorel, Obleaga Cosmin Vasile, Ciobanu Daniela, Ischemic colitis problems of diagnosis and treatment, Archives of Clinical and Experimental Surgery, doi: 10.5455/aces.20170816073935 2017.
Cristian Mesina, Catalin Stoean, Ruxandra Stoean, Victor Adrian Sandita, Corina Lavinia Gruia, Maria Camelia Foarfa, Luciana Teodora Rotaru, Alina Elena Ciobanu, Mihai Mesina, Veronica Calborean, Victor Gheorman, Daniela Ciobanu, ImmunohistochemicalExpression of CD8, CDX2, P53, D2-40 And KI 67 in Colorectal Adenocarcinoma,Conventional and Malignant Colo-Rectal Polyps, Revista de Chimie, February 2018.
Daniel Lichtblau, Catalin Stoean, Cancer diagnosis through a tandem of classifiers for digitized histopathological slides, PLOS ONE, 14(1): e0209274, IF 2.776, 2019.