2012
E. Tukacs, A. Korotij, Zs. Maros-Szabo, A. Marta-Molnar, A. Hajdu, Zs. Torok: Model requirements for Biobank Software Systems, Bioinformation 8(6): 290-292 (2012)
É. Csősz, P. Boross, A. Csutak, A. Berta, F. Tóth, Sz. Póliska, Zs. Török, J. Tőzsér: Quantitative analysis of proteins in the tear fluid of patients with diabetic retinopathy, Journal of Proteomics, accepted, 2012
B. Antal, A. Hajdu, Zs. Szabo-Maros, Zs. Torok, A. Csutak, T. Peto: A Two-phase Decision Support Framework for the Automatic Screening of Digital Fundus Images, Journal of Computational Science, accepted, 2012
B. Antal, A. Hajdu: An Ensemble-based System for Microaneurysm Detection and Diabetic Retinopathy Grading, IEEE Trans. on Biomedical Engineering, accepted, 2012
M. Laczik, E. Tukacs, B. Uzonyi, B.Domokos, Zs. Doma, M. Kiss, A. Horváth, Z. Batta, Zs. Maros-Szabó, Zs. Török: GenoViewer, a SAM/BAM viewer tool, Bioinformation 8(2): 107-109 (2012)
B. Gór, J. Hunyadkürti, A. Balla, L. Steiner, E. Tukacs, M. Laczik, Z. Pistár, A. Horváth, J. Szunai, Zs. Maros-Szabó, A. Hajdu, I. Nagy, Zs. Török: A novel high accuracy algorithm for reference assembly in colour space, Journal of Computational Biology, 2011, under review
2011
Zs. Török: Bioinformatics supported research strategies, Hungarian Society 0f Personalized Medicine, 2nd Annual Congress, Eger, 23-24 September 2011
R. J. Qureshi, L. Kovacs, B. Harangi, B. Nagy, T. Peto, A. Hajdu: Combining algorithms for automatic detection of optic disc and macula in fundus images, Computer Vision and Image Understanding (CVIU), Elsevier, accepted, 2011
B. Antal, A. Hajdu: A stochastic approach to improve macula detection in retinal images, Acta Cybernetica 20 5-15., 2011
B. Antal, I. Lazar, A. Hajdu: An Ensemble Approach to Improve Microaneurysm Candidate Extraction, ICETE 2010, Obaidat, Mohammad S.; Tsihrintzis, George A.; Filipe, Joaquim (Eds.), Communications in Computer and Information Science, Vol. 222, Springer Verlag, pp. 378-394, Heidelberg, 2011
A. Csutak, B. Antal, I. Lazar, T. Peto, Zs. Torok, A. Biro, A. Hajdu: Diabetic retinopathy screening with computational support, European Association for Vision and Eye Research Congress (EVER 2011), Crete, Greece, abstract, 2011
B. Harangi, T. Csordas, A. Hajdu: Detecting the excessive activation of the ciliaris muscle on thermal images, IEEE 9th International Symposium on Applied Machine Intelligence and Informatics (SAMI 2011), Smolenice, Slovakia, 2011
Luyan Liu, Satoshi Okada, Xiao-Fei Kong, Alexandra Y. Kreins, et al.: Gain-of-function human STAT1 mutations impair IL-17 immunity and underlie chronic mucocutaneous candidiasis, The Journal of Experimental Medicine, July 4, 2011, 1635-1648, publication citing Astrid
B. Antal, A. Hajdu: A stochastic approach to improve macula detection in retinal images, Acta Cybernetica 20, (2011), 5-15.
H. Toman, L. Kovacs, A. Jonas, L. Hajdu, A. Hajdu: A generalization of majority voting scheme for medical image detectors, Lecture Notes in Artificial Intelligence 6679/2 (2011), 189-196.
B. Antal, I. Lazar, A. Hajdu: An ensemble-based approach to improve microaneurysm candidate extraction, Communications in Computer and Information Science, Springer, 2011
B. Antal, A. Hajdu: Improving microaneurysm detection using an optimally selected subset of candidate extractors and preprocessing methods, Pattern Recognition, 2011
Gy. Kovacs, A. Hajdu: Extraction of vascular system in retina images using averaged one-dependence estimators and orientation estimation in Hidden Markov Random Fields, IEEE 8th International Symposium on Biomedical Imaging (ISBI2011), Chicago, USA, 2011, 693-696.
Lazar, A. Hajdu: Microaneurysm detection in retinal images using a rotating cross-section based model, IEEE 8th International Symposium on Biomedical Imaging (ISBI2011), Chicago, USA, 2011, 1405-1409.
B. Antal, I. Lazar, A. Hajdu: Mikroaneurizma-detektálás összetett rendszerrel, Képfeldolgozók és Alakfelismerők Országos Konferenciája (KÉPAF2011), Szeged, Hungary, 2011, in Hungarian,
L. Kovacs, B. Harangi, B. Nagy, R.J. Qureshi, A. Hajdu: Gráf-alapú vakfolt és sárgafolt detektálás retinaképeken, Képfeldolgozók és Alakfelismerők Országos Konferenciája (KÉPAF2011), Szeged, Hungary, 2011, in Hungarian,
B. Antal, A. Hajdu: An Ensemble-Based Microaneurysm Detector for Retinal Images, 18th IEEE International Conference on Image Processing (ICIP2011), Brussels, Belgium, 2011
B. Antal, I. Lazar, A. Hajdu, Zs. Torok, A. Csutak, T. Peto: Evaluation of the grading performance of an ensemble-based microaneurysm detector, 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC2011), Boston, USA, 2011
B. Nagy, B. Harangi, B. Antal, A. Hajdu: Ensemble-based exudate detection in color fundus images, 7th International Symposium on Image and Signal Processing and Analysis (ISPA2011), Dubrovnik, Croatia, 2011
Gy. Kovacs, A. Fazekas, A. Hajdu: Exponential contrast maximization of intensity images, 7th International Symposium on Image and Signal Processing and Analysis (ISPA2011), Dubrovnik, Croatia, 2011
2010
Zs. Török: Bioinfromatics in personalized medicine, Hungarian Society 0f Personalized Medicine, 2nd Annual Congress, Budapest, 28 Oktober 2010
Sz. Szeghalmy, H. Tomán, A. Hajdu: Detecting digital intersections using line approximation, 8th International Conference on Applied Informatics (ICAI2010), Eger, Hungary, 2010, 161-170.
B. Antal, I. Lázár, A. Hajdu: Novel approaches to improve microaneurysm detection in retinal images, 8th International Conference on Applied Informatics (ICAI2010), Eger, Hungary, 2010, 117-124.
I. Lázár, A. Hajdu: Retinal microaneurysm detection based on intensity profile analysis, 8th International Conference on Applied Informatics (ICAI2010), Eger, Hungary, 2010, 125-134.
R.J. Qureshi, L. Kovacs, B. Nagy, B. Harangi, A. Hajdu: Automatic detection of the fovea and optic disk in digital retinal images by combining algorithms, 8th International Conference on Applied Informatics (ICAI2010), Eger, Hungary, 2010, 143-152.
I. Lazar, R.J. Qureshi, A. Hajdu: A novel approach for the automatic detection of microaneurysms in retinal images, 6th IEEE International Conference on Emerging Technologies (ICET), Islamabad, Pakistan, 2010, 193-197.
R. J. Qureshi, L. Kovacs, B. Nagy, B. Harangi, A. Hajdu: Graph based detection of optic disc and fovea in retinal images, 4th IEEE International Workshop on Soft Computing Applications, Arad, Romania, 2010, 143-148.
B. Antal, I. Lázár, A. Hajdu, Zs. Török, A. Csutak, T. Pető: A multi-level ensemble-based system for detecting microaneurysms in fundus images, 4th IEEE International Workshop on Soft Computing Applications, Arad, Romania, 2010, 137-142.
B. Antal, A. Hajdu: Improving microaneurysm detection in color fundus images by using an optimal combination of preprocessing methods and candidate extractors, 18th European Signal Processing Conference (EUSIPCO 2010), Aalborg, Denmark, 2010, 1224-1228.
B. Antal, A. Csutak, T. Peto, A. Hajdu: A two-phase pre-filtering approach to the automatic screening of digital fundus images, 5th International Conference on Signal Processing and Multimedia Applications (SIGMAP 2010), Athens, Greece, 2010, 155-158.
B. Antal, I. Lazar, A. Hajdu: An optimal voting scheme for microaneurysm candidate extractors using simulated annelaing, 5th International Conference on Signal Processing and Multimedia Applications (SIGMAP 2010), Athens, Greece, 2010, 80-87.
B. Harangi, R.J. Qureshi, A. Csutak, T. Peto, A. Hajdu: Automatic detection of the optic disc using majority voting in a collection of optic disc detectors, IEEE 7th International Symposium on Biomedical Imaging (ISBI 2010), Rotterdam, The Netherlands, 2010, 1329-1332.
I. Csosz, A. Csutak, T. Peto, A. Hajdu: Well-fitting curve models with few parameters for vascular systems on retinal images, Fifth Hungarian Conference on Computer Graphics and Geometry, Budapest, SZTAKI, Hungary, 2010, 140-144.PDF
H. Toman, A. Hajdu, J. Szakacs, D. Hornyik, A. Csutak, T. Peto: Thickness-based binary morphological improvement of distorted digital line intersections, Fifth Hungarian Conference on Computer Graphics and Geometry, Budapest, SZTAKI, Hungary, 2010, 133-139. PDF
B. Harangi, R.J. Qureshi, A. Csutak, T. Peto, A. Hajdu: Automatic detection of the optic disc using majority voting in a collection of optic disc detectors, 7th IEEE International Symposium on Biomedical Imaging (ISBI 2010), Rotterdam, The Netherlands, 2010, 1329-1332. PDF
B. Antal, A. Csutak, T. Peto, A. Hajdu: A two-phase pre-filtering approach to the automatic screening of digital fundus images, 5th International Conference on Signal Processing and Multimedia Applications (SIGMAP 2010), Athens, Greece, 2010, 155-158.
B. Antal, I. Lazar, A. Hajdu: An optimal voting scheme for microaneurysm candidate extractors using simulated annelaing, 5th International Conference on Signal Processing and Multimedia Applications (SIGMAP 2010), Athens, Greece, 2010, 80-87.
B. Antal, A. Hajdu: Improving microaneurysm detection in color fundus images by using an optimal combination of preprocessing methods and candidate extractors, 18th European Signal Processing Conference (EUSIPCO 2010), Aalborg Denmark, 2010, 1224-1228.
L. Kovacs, R. J. Qureshi, B. Nagy, B. Harangi, A. Hajdu: Graph based detection of optic disc and fovea in retinal images, 4th IEEE International Workshop on Soft Computing Applications, Arad, Romania, 2010, 143-148.
B. Antal, I. Lázár, A. Hajdu, Zs. Török, A. Csutak, T. Pető: A multi-level ensemble-based system for detecting microaneurysms in fundus images, 4th IEEE International Workshop on Soft Computing Applications, Arad, Romania, 2010, 137-142.
G. Inczedy-Farkas, J. Benkovits, N. Balogh, P Almos, B. Scholtz, G. Zahuczky, Zs. Török, K. Nagy, J. Rethelyi, Z. Makkos, A. Kassai-Farkas, A. Egerhazy, J. Tuzko, Z. Janka, I. Bitter, Gy. Nemeth, L. Nagy, M. M. Molnar: SchizoBank – The Hungarian national schizophrenia biobank and its role in schizophrenia research, Clinical Medicine, 2010, Vol. 151, 1403-1408
Á.Túri, T. Kupai, G.Maróti, I.Nagy, B.Gór, B.Uzonyi, B.Domokos, Zs.Török: High-throughput sequencing approach provides insight into a novel route to new biofuel bioreactors, 14th International Biotechnology Symposium and Exhibition Biotechnology for the Sustainability of Human Society, Rimini, Italy, 14-18 September, 2010.
Zs. Török, A. Hajdu: Image processing support in the early detection of melanoma malignum, 8th International Conference on Applied Informatics, Eger, Hungary, January 27–30, 2010.
B. Gór, A. Balla, E. Tukacs, M. Laczik, I. Nagy, Zs. Török: Reference assembly in colour space, Genome Informatics Conference, Cambridge, Hinxton, UK, September 15 - 19, 2010.
M. M. Molnár, Zs. Török: The first Hungarian national psychiatric biobank to support schizophrenia R&D, XIII. Magyar Neuropszichofarmakológiai Kongresszus, Tihany, Magyarország, 7-9 October, 2010.
E. Tukacs: Bioinformatics algorithms for SOLiD, 2nd High-throughput Sequencing Workshop, Szeged, Hungary, 7-8 October, 2010.
B. Uzonyi, M.Laczik, B.Gór, Z.Batta, Zs.Doma, B.Domokos, Zs.P.Fibinger, R.Harangozó, A.Horváth, J.Hulvely, M.Kiss, O.Nagy, A.Nyisalovits, J.Szunai, E.Tukacs, Á.Túri, O.Türk, Zs.Török: GenoViewer: the feature rich next generation sequencing assembly viewer/browser, Next-Generation Sequencing Data Management Conference, Providence, USA, 27-29 September, 2010.
2009
R. Harangozo, P. Veres, A. Hajdu: Subsampling strategies to improve learning-based retina vessel segmentation, IEEE 16th International Conference on Image Processing (ICIP2009), 7 – 11 November 2009, Cairo, Egypt, 4 pages. PDF
A. Hajdu, T. Peto, A. Csutak, Zs. Torok, R. Harangozo, J. Hulvely, A. Biro: Extracting metadata from fundus images for the screening of diabetic retinopathy, WISP2009, 6th IEEE International Symposium on Intelligent Signal Processing, Budapest, Hungary, 259 - 263. PDF
B. Antal, A. Hajdu: A prefiltering approach for an automatic screening system, WISP2009, 6th IEEE International Symposium on Intelligent Signal Processing, Budapest, Hungary, 265 - 268. PDF
A. Hajdu, P. Veres, A. Tanacs, R. Harangozo: Object subsampling strategies to improve computational performance, ISPA2009, 6th International Symposium on Image and Signal Processing and Analysis, Salzburg, Austria, 448 - 453. PDF
A. Hajdu, P. Veres, I. Pitas: Model-based subsampling: Theory, Magyar Képfeldolgozók és Alakfelismerők Társaságának 7. konferenciája (KÉPAF 2009), Budapest, Magyarország, 28-30 January 2009, 8 pages. PDF
A. Hajdu, P. Veres, A. Tanacs, T. Peto, R. Harangozo, J. Hulvely, Zs. Torok, A. Biro, A. Csutak: Model-based subsampling: Applications, Magyar Képfeldolgozók és Alakfelismerők Társaságának 7. konferenciája (KÉPAF 2009), Budapest, Magyarország, 28-30 January 2009, 8 pages. PDF
Zs. Török, K. Nagy: SchizoBank To Support R&D in Neuroscience in Hungary, Magyar Klinikai Neurogenetikai Társaság VIII. Konferenciája, Visegrád, Magyarország, 4 December 2009.