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Start Michał Strzelecki Wybrane publikacje

M. Strzelecki – Selected publications - Conference papers

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M. Strzelecki – Selected publications
Book chapters
Journal papers
Conference papers
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Conference papers

M. Strzelecki, Artificial intelligence in biomedical imaging, 14th International Conference BIOMDLORE 2023, abstract, Bialystok 22-24.10.2023

A. Polanczyk, A. Piechota-Polanczyk, L. Stefańczyk, J. Balcer, M. Strzelecki,  Computational Approach for Verification of Aortic Wall Tear Size on CT Contrast Distribution in Patients with Type B Aortic Dissection—The Preliminary Study. The Latest Developments and Challenges in Biomedical Engineering. PCBEE 2023. Lecture Notes in Networks and Systems, 746, 2024, Springer, https://doi.org/10.1007/978-3-031-38430-1_22

J. Garstka, M. Strzelecki, Gender assessment from vertebra’s cortical bone X-ray images: texture analysis vs. deep learning approach, Proc. of IEEE SPA 2022, 20-21 September 2022, Poznań, Poland, pp. 64-69, doi: 10.23919/SPA53010.2022.9927858

M. Kobus, K. Sobczak, M. Jangas, A. Świątek, M. Strzelecki, Discrimination Between Stroke and Brain Tumour in CT Images Based on the Texture Analysis, 9th International Conference on Information Technology in Biomedicine, ITIB 2022, Kamień Śląski, 20-22.06.2022, AISC, vol. 1429, 2022, https://doi.org/10.1007/978-3-031-09135-3_15

J. Garstka, M. Strzelecki, Pneumonia detection in X-ray chest images based on convolutional neural networks and data augmentation methods, Proc. of IEEE SPA 2020, 23-25 September 2020, Poznań, Poland, pp. 18-23, https://ieeexplore.ieee.org/document/9241305

B. Michalski, S. Skonieczka, M. Strzelecki, M. Simiera, E. Szymczyk, P. Wejner-Mik, P. Lipiec, K. Wierzbowska-Drabik, J. Kasprzak, Machine learning approach for prdiction of postinfarction myocardial recovery using echocardiographic myocardial texture, European Heart Journal, 40, Supplement 1, October 2019, https://doi.org/10.1093/eurheartj/ehz745.0788 [IF=24.89]

M. Kociołek, M. Strzelecki, A. Klepaczko, Functional Kidney Analysis Based on Textured DCE-MRI Images, 7th International Conference on Information Technology in Biomedicine, ITIB 2019, Kamień Śląski, 17-19.06.2019, AISC, vol. 1011, 2019, DOI: 10.1007/978-3-030-23762-2_4

M. Strzelecki, A. Klepaczko, M. Muszelska, E. Eikefjord, J. Rørvik, A. Lundervold, An artificial neural network for GFR estimation in the DCE-MRI studies of the kidneys, Proc. of IEEE SPA 2018, 19-21 September 2018, Poznan, Poland, pp. 286-291

M. Kociołek, M. Strzelecki, S. Szymajda, On the influence of the image normalization scheme  on texture classification accuracy, Proc. of IEEE SPA 2018, 19-21 September 2018, Poznan, Poland, pp. 152-157

M. Kociołek, A. Piórkowski, R. Obuchowicz, P. Kamiński, M. Strzelecki, Lytic Region Recognition in Hip Radiograms by Means of Statistical Dominance Transform, Computer Vision and Graphics, LNCS, 11114, 2018, pp. 349-360

M. Strzelecki, M. Kociołek, A. Materka, On the influence of image features wordlength reduction on texture classification, 6th International Conference on Information Technology in Biomedicine, ITIB 2018, Kamień Śląski,  18-20.06.2018, AISC, vol. 762, 2019, pp. 15-26

T. Wozniak, M. Strzelecki, Investigation of Bi-Gaussian Kernel for Vessel Detection in Level-Set Based Segmentation Framework, Proc. of IEEE SPA 2017, 20-22 September 2017, Poznan, Poland, pp. 178-183

M. Strzelecki, P. Brylski, H. Kim, FPGA-Based System for Fast Image Segmentation Inspired by the Network of Synchronized Oscillators, Proc. of the 16th International Conference, ICAISC 2017, Zakopane, Poland, June 11–15, 2017, LNAI 10245, pp. 216-228

C. Yang, S.P. Adhikari, M. Strzelecki, H. Kim, A Neural Network Circuit Development via Software-Based Learning and Circuit-Based Fine Tuning, Proc. of the 16th International Conference, ICAISC 2017, Zakopane, Poland, June 11–15, 2017, LNAI 10245, pp. 580-590

JD. Kasprzak, S. Skonieczka, M. Simiera, B.W. Michalski, E. Szymczyk, P. Wejner-Mik, P. Lipiec, K. Wierzbowska-Drabik, M. Strzelecki, Neuronal network analysis of myocardial texture in resting native or contrast-enhanced echocardiographic images predicts left ventricular recovery one year after myocardial infarction, European Heart Journal, 37, suppl. 1, 2016, pp. 655 [IF=19.65]

Z. Tyfa, M. Strzelecki, MeMoS - a software tool for extraction of anatomical structures data from 3D medical images, Proc. of IEEE SPA 2016, 21-23 September 2016, Poznan, Poland, pp. 97-102

A. Polańczyk, T. Woźniak, M. Strzelecki, W. Szubert, L. Stefańczyk, Evaluating an algorithm for 3D reconstruction of blood vessels for further simulations of hemodynamic in human artery branches, Proc. of IEEE SPA 2016, 21-23 September 2016, Poznan, Poland, pp. 103-107

M. Strzelecki, S. Skonieczka, J. D. Kasprzak, M. Simiera, B.W. Michalski, P. Lipiec, Analysis of myocardial texture in resting echocardiographic images predicts recovery one year after myocardial infarction, Proc. of IEEE SPA 2016, 21-23 September 2016, Poznan, Poland, pp. 108-111

K. Kropidlowski, M. Kociolek, M. Strzelecki, D. Czubinski, Blue whitish veil, atypical vascular pattern and regression structures detection in skin lesions images, Computer Vision and Graphics, LNCS, 9572, 2016, pp. 418-428

T. Woźniak, M. Strzelecki, Segmentation of 3D magnetic resonance brain vessel images based on level set approaches, Proc. of IEEE SPA 2015, 23-25 September 2015, Poznan, Poland, pp. 56-61

M. Strąkowska, R. Strąkowski, M. Strzelecki, Thermal time-constant imaging in cold-stress screening, Proc. of IEEE SPA 2015, 23-25 September 2015, Poznan, Poland, pp. 62-65

K. Kropidłowski, M. Kociołek, M. Strzelecki, D. Czubiński, Nevus atypical pigment network distinction and irregular streaks detection in skin lesions images, Proc. of IEEE SPA 2015, 23-25 September 2015, Poznan, Poland, pp. 66-69

M. Strzelecki, T. Woźniak, M. Olszycki, K. Szymczyk, L. Stefańczyk, Analysis of the Hand’s Small Vessels Based on MR Angiography and Level-Set Approach, Computer Vision and Graphics, LNCS, 8671, 2014, pp. 618-625

K. Kropidłowski, M. Kociołek, M. Strzelecki, D. Czubiński, Model Based Approach for Melanoma Segmentation, Computer Vision and Graphics, LNCS, 8671, 2014, pp. 347-355

M. Strzelecki, A. Materka, On sensitivity of texture parameters to smooth variations of local image intensity and contrast, Proc. of IEEE SPA 2014, 22-24 September 2014, Poznan, Poland, pp. 48-53

M. Strakowska, M. Strzelecki, A. Kaszuba, Novel methodology of medical screening using IR thermography, Proc. of IEEE SPA 2014, 22-24 September 2014, Poznan, Poland, pp. 172-175

J. D. Kasprzak, B. Michalski, S. Skonieczka, E.  Szymczyk, E. Wejner-Mik, P. Lipiec, M. Strzelecki, M. Congress of the European-Society-of-Cardiology (ESC), Barcelona, Spain, 30.08-03.09.2014, European Heart Journal, 35, Supplement 1, pp. 283 [IF 10.478]

A. Materka, M. Strzelecki, On the Importance of MRI Nonuniformity Correction for Texture Analysis, Proc. of IEEE SPA 2013, 26-28 September 2013, Poznan, Poland, pp. 118-123

J. D. Kasprzak, B. Michalski, S. Skonieczka, E. Szymczyk, P. Wejner-Mik, P. Lipiec, M. Strzelecki, Neuronal Network-Based Texture Analysis: Feasibility Study on Prediction of Postinfarction Myocardial Viability, Journal of American College of Cardiology, 61, 10_S, 2013, doi:10.1016/S0735-1097(13)61026-8 [IF 15.343]

J. D. Kasprzak, B. Michalski, S. Skonieczka, M. Strzelecki, et al., Neuronal network-based texture analysis allows postinfarction myocardial viability prediction, Congress of the European-Society-of-Cardiology (ESC), München, Germany, 2012, European Heart Journal 33(1), pp. 405 [IF 10.478]

P. Brylski, M. Strzelecki, Optimisation of the FPGA Parallel Digital Image Processor, Proc. of IEEE SPA/NTAV 2012, 27-29 September 2012, Lodz, Poland, pp. 183-188

M. Strzelecki, S. Skonieczka, B. Michalski, P. Lipiec, J D. Kasprzak, Quantification of the Myocardial Viability Based on Texture Parameters of Contrast Ultrasound Images, Proc. of Computer Vision and Graphics 2012, Springer LNCS 7594, pp. 641-648

P. Brylski, M. Strzelecki, Parallel Digital Image Processor Implemented in FPGA Technology, Proc. of IEEE SPA 2011, 29-30 September 2011, Poznan, Poland, pp. 52-55

A. Klepaczko, P. Szczypiński, M. Strzelecki, Detection of pathologies in wireless capsule endoscopy images, Proc. of Hybrid Artificial Intelligent Systems, Springer LNAI 2011, vol. 1, pp. 140-147

M. Polanczyk, A. Owczarek, M. Strzelecki, K. Ślot, Stereovision-based Obstacle Avoidance Procedure for Autonomous Mobile Platforms, Proc. of Hybrid Artificial Intelligent Systems, Springer LNAI 2011, vol. 1, pp. 206-213

P. Brylski, M. Strzelecki, The Architecture of a Digital Network for Image Analysis, Proc. of IEEE SPA 2009, 24-26 September 2009, Poznan, Poland, pp. 25-29

J. Kowalski, M. Strzelecki, 32x32 Oscillator Network Chip For Binary Image Segmentation, Proc. of International Conference on Signals and Electronic Systems, 14-17 September 2008, Krakow, Poland, pp. 227-230

P. Wróblewski, M. Strzelecki, Automatic Detection of Pancreatic Islets in MR Rat Liver Images, Proc. of IEEE NTAV/SPA 2008, 25-27 September 2008, Poznan, Poland, pp. 33-37

P. Brylski, M. Strzelecki, Network of Synchronised Oscillators – a Digital Approach, Proc. of IEEE NTAV/SPA 2008, 25-27 September 2008, Poznan, Poland, pp. 161-164

M. Strzelecki, J. de Certaines, S. Ko, Segmentation of 3D MR Liver Images Using Synchronised Oscillators Network, Proc. of International Symposium on Information Technology Convergence 2007, IEEE Computer Society CPS, November 23-23, 2007, Jeonju, Korea, pp. 259-263

M. Strzelecki, D. Jirak, M. Hajek, J. Kriz, H. Kim, H. Lin, Automatic Detection of Pancreatic Islets in Magnetic Resonance Rat Liver Images, Proc. of ISITC 2007, IEEE Computer Society CPS, November 23-23, 2007, Jeonju, Korea, pp. 254-258

P. Szczypinski, M. Strzelecki, A. Materka, MaZda – a Software for Texture Analysis, Proc. of ISITC 2007, IEEE Computer Society CPS, November 23-23, 2007, Jeonju, Korea, pp. 245-249

M. Strzelecki, H. Kim, P. Liberski, A. Zalewska, Analysis of microscopic mast cell images based on network of synchronised oscillators, Adaptive and Natural Computing Algorithms (eds. B. Bieliczynski, A. Dzielinski, M. Iwanowski, B. Ribeiro), Proc. of ICANNGA 2007, Warsaw, Poland, LNCS Springer 2007, pp. 346-354

J. Kowalski, M. Strzelecki, P. Majewski, CMOS VLSI Chip of Network of Synchronised Oscillators: Functional Tests Results, Proc. of IEEE Workshop on Signal Processing 2005, 29 September 2006, Poznan, Poland, pp. 71-76

M. Strzelecki, Segmentation of 3D Images Using Network of Synchronised Oscillators, Proc. of International Conference on Signals and Electronic Systems, 17-19 September 2006, Lodz, Poland, pp. 215-218

L. Palus, D. Jirak, M. Strzelecki, Visualization of Pancreatic Islets in 3D MRI Liver Images, Magnetic Resonance Materials in Physics Biology and Medicine, vol. 19, Supp. 7, 21-23 September  2006, Book of Abstracts of ESMRMB 2006 23 Annual Meeting, (abstract), pp. 199 [IF 0.756]

J. Kowalski, M. Strzelecki, CMOS VLSI Chip for Segmentation of Binary Images, Proc. of IEEE Workshop on Signal Processing 2005, 30 September 2005, Poznan, Poland, pp. 251-256

S. Rażniewski, M. Strzelecki, Evaluation of Texture Features Based on Mutual Information, Proceedings of 4th International Symposium on Image and Signal Processing and Analysis, 15-17 September 2005, Zagreb, Croatia, pp. 223-228

L. Chrzanowski, J. Kasprzak,M. Strzelecki, J. Drozdz M. Ciesielczyk, P. Lipiec, M. Krzeminska-Pakula, Assessment of aortic wall composition by neural networks. Comparison of in-vitro IVUS images and histology, ESC Congress 2004, Munich, 28.8-1.9.2004, European Heart Journal, Abstract Suppl, 25, 2004, pp. 271 [IF 5.997]

J. Kowalski, M. Strzelecki, A De Vos, Relaxation oscillator circuit design for image segmentation, Proc. of IEEE Workshop on Signal Processing 2005, 24 September 2004, Poznan, Poland, pp. 27-31

J.D. Kasprzak, M. Strzelecki, M. Krzeminska-Pakula, M. Plewka, A. Materka, Ł. Chrzanowski, J.A. Moll, J. Drozdz, Validation of Neural Networks for the Identification of Intracardiac Masses, 7th International Congress Polish Cardiac Society, September 11-13, 2003, Gdynia-Sopot-Gdańsk, in Kardiologia Polska, Polish Heart Journal, t. 59, Sup. I, abstract, pp. I-222

J.D. Kasprzak, M. Strzelecki, M. Krzeminska-Pakula, M. Plewka, A. Materka, Ł. Chrzanowski, J.A. Moll, J. Drozdz, Validation of neural network-based approach to identification of intracardiac masses, XXV Congress of the European Society of Cardiology, Vienna 1-5.9.03, Eur. Heart Journal 2003, 24, abstract, pp. 204 [IF 6.131]

M. Strzelecki, Image Edge and Texture Boundary Detection Using Network of Synchronised Oscillators, Proc. of IEEE Workshop on Signal Processing 2003, 10 October 2003, Poznan, Poland, pp. 125-129

M. Strzelecki, J. Kasprzak, J. Drożdż, M. Krzemińska-Pakuła, Analysis of Intracardiac Masses in Cardiac Tumour Echocardiograms, Proc. of ECCTD 2003, September 1-4, Kraków, vol. 3, pp. 145-148

J. Kasprzak, M. Strzelecki, M. Krzeminska-Pakula, L. Chrzanowski, A. Materka, K. Wierzbowska, M.  Zwierzak, J. Drozdz, Tissue Identification of Intracardiac Masses in Adults Using Neural Networks, suppl. Circulation, vol. 106, no 19, 2002, abstracts of Scientific Sessions 2002, pp. II-560 [IF 10.517]

J. Kasprzak, M. Strzelecki, M. Krzeminska-Pakula, L. Chrzanowski, A. Materka, K. Wierzbowska,M.  Zwierzak, J. Drozdz, Application of neuronal network for tissue identification of intracardiac masses in adults, XXIV Congress of the European Society of Cardiology, Berlin 9.2002. European Heart Journal 2002, abstract Supplement, wrzesień 2002, pp.607 [IF 5.153]

G. Collewet, M. Strzelecki, F. Mariette, S. Quellec, Influence of MRI acquisition protocol on classification of cheese image texture, Magnetic Resonance Materials in Physics Biology and Medicine, vol. 15,1 August  2002, Book of Abstracts of ESMRMB 2002 19 Annual Meeting, (abstract), pp. 224-225 [IF 1.836]

M. Strzelecki, Biomedical Texture Segmentation Using Linear Filter Based Features and Oscillator Network, Proc. of IEEE Workshop on Signal Processing 2002, 11 October 2002, Poznań, Poland, pp. 27-32

M. Strzelecki, Image Texture Segmentation Using Linear Filter Based Features and Network of Synchronised Oscillators, Proc. 12th Portuguese Conference on Pattern Recognition, Aveiro, Portugal, June 27-28, 2002, CD ROM

A. Zalewska, M. Strzelecki, A. Kwiecień, Image analysis Techniques in Evaluation of the Healing Process in the Course of Chronic Leg Ulcers, 31st European Society for Dermatological Research, September 20-22, 2001, Stockholm, Sweden, pp. 819 (abstract)

M. Strzelecki, Segmentation of Textured Images using Network of Synchronised Oscillators, Proc. of IEEE Workshop on Signal Processing 2001, 12 October 2001, Poznań, Poland, pp. 105-108

A. Zalewska, M. Strzelecki, A. Kwiecień, Employment of Image Analysis Methods in Evaluation of Extensivity of Skin Lesions in Selected Skin Diseases, abstract in The Journal of Investigative Dermatology, vol 115, no 3, September 2000, abstract of ESDR Annual Meeting 2000, pp.591 [IF 4.903]

J. Kowalski, M. Strzelecki, A VLSI Kohonen Neural network Chip and its Basic Measurements Results, 2000 International Symposium of Nonlinear Theory & Its Applications, Dresden, Germany, September 17-21, 2000, pp.401 – 404

A. Materka, M. Strzelecki, R. Lerski, L. Schad, Toward Automatic Feature Selection of Texture Test Objects for Magnetic Resonance Imaging, RECPAD 2000, 11th Portugese Conference on Pattern Recognition, May 2000, pp. 11-16

A. Zalewska, M. Strzelecki, P. Liberski, E. Brzezińska-Błaszczyk, Mast Cell Granule Assessment Using Image Analysis Methods, 6th Congress of the International Skin Imaging, July 4-6, 1999, London, Skin Research & Technology-Abstracts, 4-6 , vol. 5, pp. 158 [SCI]

P. Janowski, M. Strzelecki, A. Omulecki, A. Zalewska, Morphological Characterization Of Mast Cells In Basal Cell Carcinoma Using Digital Image Processing Methods, 6th Congress of the International Skin Imaging, July 4-6, 1999, London, Skin Research & Technology-Abstracts, 4-6 , vol. 5, pp. 138 [SCI]

A. Materka, M. Strzelecki, R. Lerski, L. Schad, Evaluation of Texture Features of Test Objects for Magnetic Resonance Imaging, Infotech Oulu Workshop on Texture Analysis in Machine Vision, June, Oulu, Finland, pp. 13-19

A. Zalewska, M. Strzelecki, J. Sygut, P. Janowski, Morphological Characteristics of Skin Mast Cells Using Image Analysis, 20-th Congress of the International Society for Skin Imaging, Wien 1997, abstract in Skin Research and Technology, vol. 3, no.3, 1997, pp. 216 [SCI]

A. Materka, M. Strzelecki, ANN-Based Parameter Estimation with Minimum Variance, Proc. of the ICSPAT, San Diego 1997, pp. 1460–1464

A. Materka, M. Strzelecki, Parametric Testing of CMOS Circuits by Ann-Based Processing of Transient Power Supply Current, International Mixed Signal Testing Workshop, Grenoble 1995, pp. 223-227



 

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