Signali i sistemi ETF

PhD Milica Janković (maiden name Piperski)

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HIGHER EDUCATION

2014     PhD in electrical engineering
Department of Signals and Systems, Faculty of Electrical Engineering, University of Belgrade
Title: Computer system for acquiring, storing, retrieving and processing images obtained by gamma camera
Supervisor: professor Dejan Popović

 2008     M.S. degree in electrical engineering (2-years programme)

Department of Signals and Systems, Faculty of Electrical Engineering, University of Belgrade
Title: Automatic diagnostic of sensory-motor disorders: New electromyoneurograph
Supervisor: professor Dejan Popović

 2003     B.S. degree in electrical engineering (5-years programme)

Department of Signals and Systems, Faculty of Electrical Engineering, University of Belgrade
Title: PC-based four-channel electromyography (EMG) device
Supervisor: professor Dejan Popović

OTHER

2010     Hands-on course on surface emg

 Organized by Laboratory for Engineering of the Neuromuscular System LISiN - Politecnico di Torino and Department of Health Sciences, University of Applied Aciences and Arts of Southern Switzerland - SUPSI 

2010     NI Certified Labview Associate Developer

2005     Summer Ph.D. Course "How to Evaluate the Efficacy of Neural Prostheses", Kotor, Montenegro, June 19-25, 2005
Organized by Center for Sensory Motor Interaction (SMI), Department of Health Science and Technology, Aalborg University, Denmark

 WORK EXPERIENCE

TEACHING

Electrical Measurements, Systems and Signals in Organism, Acquisition Systems for Electrophysiology, Methods for processing of electrophysiological signals, Neural Engineering, Clinical Engineering, Modeling of Biophysical Systems, Labview courses.

2011 - Established NI Labview Academy at Faculty of Electrical Engineering, University of Belgrade.

AWARDS

• Best paper at the Annual Conference for Biomedical Engineering BIMEF 2003 (M. Piperski, D. B. Popovic, PC-based four-channel electromyography (EMG) device, Novi Sad, 2003).
• Prize of Siemens d.o.o. Beograd in nuclear medicine for development of GammaKey system, 2004.
• Best paper in the Biomedical Engineering at the ETRAN 2005 Conference (M. Piperski, D. Miljković, Virtual instrument for impedance characterization of electrodes, ETF Journal of Electrical Engineering, vol. 15, no. 1, pp. 81-90, May 2006, YU ISSN 0353-5207).
• "Ilija Stojanović" prize for the best paper on TELFOR 2013 Conference (Janković, M.M, Koljević-Marković A, Odalović, S, Popović D.B. Third party application for quantitative salivary gland scintigraphy, Proc of the 21st Telecommunications forum TELFOR 2013, pp. 936-939, Belgrade, 26-28 November, 2013).
• Best paper in Biomedical Engineering at the ETRAN 2014 Conference (Janković MM, Miler Jerković V, Koljević Marković A, Popović D.B, Algorithm for the Uptake Assessment in Small Lesions in Dynamic Scintigraphy, Proc. 58^th ETRAN Conference, Vrnjačka Banja, 2-5 Jun, 2014).
• One of four best papers of the 4th Balcan Congress of Nuclear Medicine 2015 (Janković M, Koljević Marković A, Beatović S, Todorović-Tirnanić M, Odalović S, Antić V, Petrović N, Artiko V, Popović D, One decade of GammaKey system – importance of non-standard features in clinical nuclear medicine, 4th Balkan Congress of Nuclear Medicine 2015, September 3-6, 2015).

 SCIENTIFIC INTEREST

• quantitative assessment of parameters in nuclear medicine
• functional imaging, medical image acquisition and processing
• electromyoneurography, muscle fatigue analysis, restoration of movement in humans with disabilities
• information technology in medicine, design of medical instrumentation

PROJECTS

• The effects of assistive systems in neurorehabilitation: recovery of sensory-motor functions, Ministry of Education, Science and Technological development, Republic of Serbia, no. 175016, 2011-2014.
• Integrating Robots and Electrical Stimulation for Neurorehabilitation, IZ73Z0_128134/1, SCOPES program, 2009-2012.
• Curricula Reformation and Harmonisation in the field of Biomedical Engineering (CRH-BME), 144537-TEMPUS-2008-GR-JPCR; EU project, 2009-2011.
• System for control of movement in individuals with disability, Ministry of Science and Technological Development of Republic of Serbia, Belgrade, no. 11019, 2008-2010.
• Development of devices and methods for neurorehabilitation of persons without sensory-motor control, Ministry of Science and Technological Development of Republic of Serbia, Belgrade, no. 6117A, 2005-2007.

COLLABORATIONS

• University Clinical Center Vojvodina, Center for Laboratory Medicine, Department of Nuclear Medicine, Novi Sad
• University Clinical Center Serbia, Center for nuclear medicine, Belgrade
• National Cancer Research Center of Serbia, Department of Nuclear Medicine, Belgrade
• Military Medical Academy, Belgrade
• University Rehabilitation Center "Dr. Miroslav Zotović", Belgrade

REALIZATIONS

• EMNGVirt16 software for polymyography acquisition, Faculty of Electrical Engineering in Belgrade and University Rehabilitation Center "Dr. Miroslav Zotović", Belgrade.
• Gammakey system for acquisition, visualization and archieving gamma camera studies, Faculty of Electrical Engineering in Belgrade and University Clinical Center Vojvodina.

PUBLICATIONS

Books

1. D.B. Popović, M.B. Popović, M. Janković, Biomedical measurements and instrumentation, Akademska misao, Elektrotehnički fakultet, Beograd, 2010, ISBN 978-86-7466-371-4.

Technical solutions

1. V.M. Čolić-Damjanović, Đ. Čantrak, N. Dondur, M. Banjac, N. Babačev, D. Ilić, N. Branisavljević, B. Ilić, M. Janković, J. Petrović, M. Stamenić, J. Mikulović, M. Lečić, N. Janković, Ž. Đurišić, D. Kostić, B. Kokotović, A. Ranđelović, A. Ćoćić, J. Terzović, J. Trifunović, Development of passive intelligent multifamily residential building, University of Belgrade, Faculty of Mechanical Engineering, no. 391-00-00027/2009-02/164 Belgrade, 2010.

International journals

1. J. Kojović, N. Miljković, M.M. Janković, D.B. Popović, Recovery of motor function after stroke: a polymyography-based analysis, Journal of Neuroscience Methods, vol. 194, pp. 321-328, 2011, doi:10.1016/j.jneumeth.2010.10.006, ISSN 0165-0270.
2. Janković MM, Pijetlović B, Koljević Marković A, Todorović-Tirnanić MV, Beatović SLj, Antić V, Odalović S, Sekulić S, Jorgovanović N, Popović DB, GammaKey system for improved diagnostics with gamma cameras, Comput biol med, 50: 97-106, 2014, doi: 10.1016/j.compbiomed.2014.04.016.
3. Beatović, SLj, Šobić-Šaranović DP, Jaksić ED, Janković MM, Marinković J, Obradović VB, Validation of IAEA Software Package for the Analysis of Scintigraphic Renal Dynamic Studies: Parameters of Renal Transit in Children With Renal Pelvic Dilatation, 39(7):598-604, 2014, Clin  nucl med, doi: 10.1097/RLU.0000000000000470.
   
4. Koljević Marković A, Janković MM, Marković I, Pupić G, Džodić R, Delaloye AB, Parathyroid dual tracer subtraction scintigraphy: small regions method for quantitative assessment of parathyroid adenoma uptake, Ann Nucl Med, 28:736-745, 2014, ISSN 0914-7187, doi: 10.1007/s12149-014-0867-0.

National journals

1. S. Došen, D.B. Popović, N. Jorgovanović, D. Bojanić, R. Petrović, M. Piperski, G. Bijelić, Application of modern technology in medicine, Aktuelnosti iz neurologije, psihijatrije i graničnih područja, vol. 13, br. 1-2, pp. 97-102, 2005.
2. M. Piperski, D. Miljković, Virtual instrument for impedance characterization of electrodes, ETF Journal of Electrical Engineering, vol. 15, br. 1, pp. 81-90, May 2006, YU ISSN 0353-5207.
3. M. M. Janković, A. Koljević Marković, S. Odalović, D.B Popović, N. Petrović, V. Artiko, A Software Tool for the Assessment of Salivary Gland Function, Telfor Journal, vol. 7, no. 2, pp. 103-107, 2015, ISSN 1821-3251.

International conferences

1. N. Miljković, J. Kojović, M.M. Janković, D.B. Popović, An EMG based system for assessment of recovery of movement, Proc of the 15th IFESS Annual Conference, pp. 200-202, Vienna, 8-12 September, 2010, ISBN 3-900928-09-5.
2. M.M. Janković, D.B. Popović, An EMG system for studying motor control strategies and fatigue, Proc of the 10th NEUREL 2010, Belgrade, pp. 15-18, 23-25 September, 2010, ISBN 978-1-4244-8818-6, IEEE Catalog Number CFP10481-PRT
3. M.M. Janković, N. Malesević, D.B. Popović, A Multi-pad electrode EMG system for studying muscle activity during voluntary isometric contractions, Proc of the 5th IFMBE Conference, vol. 37, pp. 773-776, Budapest, 14-18 September, 2011, doi: 10.1007/978-3-642-23508-5_201, ISSN 16800737.
4. N. Miljković, M.M. Janković, D.B. Popović, Clustering technique for quantitative assessment of motor function in stroke patients, Proc of the 5th IFMBE Conference, vol. 37, pp. 753-756, Budapest, 14-18 September, 2011, doi: 10.1007/978-3-642-23508-5_196, ISSN 16800737.
5. M.M. Janković, A. Koljević Marković, S. Odalović, D.B. Popović, Third-party application for quantitative salivary gland scintigraphy, Proc of the 21st Telecommunications forum TELFOR 2013, pp. 936-939, Belgrade, 26-28 November, 2013, ISBN 978-1-4799-1419-7, IEEE Catalog Number CFP1398P-CDR.
6. Miler-Jerković V, Janković MM, Koljević Marković A, Clustering of time activity curves for uptake pattern assessment in dynamic nuclear medicine imaging, Proc of the 12th NEUREL 2014, pp. 147-151, Belgrade, 25-27 November, 2014 , ISBN 978-1-4799-5886-3, IEEE Catalog Number CFP14481-CDR.
7. Đurović M, Janković MM, Koljević Marković A, Semiautomatska lokalizacija paratiroidnih tumora na dinamskim sestamibi scintigramima, Proc of the 22nd Telecommunications forum TELFOR 2014, pp. 955-958, Belgrade, 25-27 November, 2014, ISBN 978-1-4799-6190-0, IEEE Catalog Number CFP1498P-CDR.
8. Janković MM, Paskaš MP, Koljević Marković A, Fractal Dimension of Time-Activity Curves in Dynamic Parathyroid Scintigraphy, Proc of the 23rd Telecommunications forum TELFOR 2015, Belgrade, 24-26 November, 2015, pp. 480-483, ISBN 978-1-5090-0054-8.
   
9. Janković MM, Todorović-Tirnanić M, Koljević Marković A, Beatović S, Odalović S, Pijetlović B, Sekulić S, Jorgovanović N, Antić V, Popović DB, GammaKey Software for Acquiring, Storing, Retrieving and Processing Images Obtained by Gamma Camera – benefits for clinical practice, Proc of the 23rd Telecommunications forum TELFOR 2015, Belgrade, 24-26 November, 2015, pp. 851-857, ISBN 978-1-5090-0054-8. (invited)
10. Topalović I, Janković MM, Popović DB, Validation of the acquisition system SmartingÒ for EMG recordings with electrode array, Proc of the 2nd International Conference on Electrical, Electronic and Computing Engineering, Silver Lake, Serbia, 8-11 June, 2015, pp. MEI1.5. 1-4, ISBN 978-86-80509-71-6.
    
11. Petrović N, Janković MM, Todorović-Tirnanić MV, Artiko VM, A Software Tool for Tumor Detection in Whole Body 18FDG PET/CT Scans, Proc of the 2nd International Conference on Electrical, Electronic and Computing Engineering, Silver Lake, Serbia, 8-11 June, 2015, pp. MEI1.4. 1-4, ISBN 978-86-80509-71-6.
    

       International conferences (abstracts)

1. Beatović S, Jakšić E, Marinković J, Rebić R, Piperski M, Blagić M, Obradović V, The implementation of IAEA Software Package for the Analysis of Renal Dynamic Scintigraphy in suspected renal obstruction: a step forward toward standardization and harmonization of reports, Second Balkan Congress of Nuclear Medicine 2013, Abstract book. pp. 64 OP6, Belgrade, 2013, ISBN 978-86-7117-375-9.
2. Beatović S, Jaksić E, Dragaš M, Pipreski M, Antić V, Ljubić A, Obradović V, Measurement of percent cardiac output to kidney with 99m Tc-MAG3 dynamic scintigraphy by the use of Rutland-Patlak analysis. Second Balkan Congress of Nuclear Medicine 2013, Abstract book. pp. 156 PP47, Belgrade, 2013, ISBN 978-86-7117-375-9
3. Todorović-Tirnanić M, Janković MM, Pavlović S, Šobić-Šaranović D, Artiko V, Popović D, Obradović V, Computer programs for quality control of autologous platelets labeled with In-111 oxinate, platelet lifespan, production index, and sequestration site determination, Second Balkan Congress of Nuclear Medicine 2013, Abstract book. pp.150 PP41, Belgrade, 2013, ISBN 978-86-7117-375-9.
4. Beatović S, Šobić-Šaranović D, Janković M, Zivgarević L, Jaksić E, Validation of IAEA software package for the analysis of scintigraphic renal dynamic studies in children with antenatally detected hydronephrosis, Annual Congress of the European Association of Nuclear Medicine, October 18-22, 2014, Gothenburg, Sweden, Abstract no. OP631 printed in Eur J Nucl Med Mol Imaging 41(Suppl2):S298, 2014, doi: 10.1007/s00259-014-2901-9.
5. Beatović S, Šobić-Šaranović D, Janković M, Blagić M, Jaksić E, The significance of various quantitative parameters of renal transit in the analysis of diuresis renography, Annual Congress of the European Association of Nuclear Medicine, October 18-22, 2014, Gothenburg, Sweden, Abstract no. OP633 printed in Eur J Nucl Med Mol Imaging 41(Suppl2):S299, 2014, doi: 10.1007/s00259-014-2901-9.
6. Beatović S, Šobić-Šaranović D, Janković M, Blagić M, Jaksić E, Evaluation of quantitative parameters of Tc-99m MAG3 diuresis renography in children: the comparison between standard renography and F+2 renography, Annual Congress of the European Association of Nuclear Medicine, October 18-22, 2014, Gothenburg, Sweden, Abstract no. OP638 printed in Eur J Nucl Med Mol Imaging 41(Suppl2):S300, 2014, doi: 10.1007/s00259-014-2901-9.
7. Koljevic-Markovic A, Jankovic MM,  Pupic G, Dzodic RR, Size doesn't matter: predictive value of new quantitative analysis for differential diagnosis of primary hyperparathyroidism lesions vs. thyroid nodular disease in parathyroid scintigraphy, Annual Congress of the European Association of Nuclear Medicine, October 10-14, 2015, Hamburg, Germany, Abstract printed in Eur J Nucl Med Mol Imaging 42:S64-S65, 2015, ISSN 1619-7070.
   
8. Janković M, Koljević Marković A, Beatović S, Todorović-Tirnanić M, Odalović S, Antić V, Petrović N, Artiko V, Popović D, One decade of GammaKey system – importance of non-standard features in clinical nuclear medicine, 4th Balkan Congress of Nuclear Medicine 2015, September 3-6, 2015, Ohrid, Macedonia, Abstract book, pp. 62.
   
9. Koljević Marković A, Janković M, Pupić G, Džodić R, Quantification of small size lesions in dynamic scintigraphy applied in parathyroid lesions: an additional predictive value for differential diagnosis vs. thyroid nodular disease, 4th Balkan Congress of Nuclear Medicine 2015, September 3-6, 2015, Ohrid, Macedonia, Abstract book, pp. 63.
   
10. Beatović S, Jakšić E, Janković M, Antić V, Blagić M, Šobić-Šaranović D, Artiko V, Diagnostic performance of IAEA software package for the analysis of renal dynamic scintigraphy: the values of quantitative parameters of Tc-99m MAG3 renography in healthy individuals, 4th Balkan Congress of Nuclear Medicine 2015, September 3-6, 2015, Ohrid, Macedonia, Abstract book, pp. 58.
    
11. Beatović S, Jakšić E, Janković M, Radulović M, Šobić-Šaranović D, Artiko V, Role of renal output efficiency and normalized residual activity in predicting kidney outflow obstruction in children with antenatally detected hydronephrosis, 4th Balkan Congress of Nuclear Medicine 2015, September 3-6, 2015, Ohrid, Macedonia, Abstract book, pp. 59.
    
12. Beatović S, Jakšić E, Janković M, Antić V, Šobić-Šaranović D, Artiko V, Quantitative assessment of vascular transit through kidney: Rutland-Patlak analysis of initial part of renogram, 4th Balkan Congress of Nuclear Medicine 2015, September 3-6, 2015, Ohrid, Macedonia, Abstract book, pp. 86.
    
13. Beatović S, Jakšić E, Janković M, Radulović M, Šobić-Šaranović D, Artiko V, Advanced quantitative analysis of dynamic renal scintigraphy: role of physiological parameters of kidney output in the diagnosis of upper urinary tract obstruction, 4th Balkan Congress of Nuclear Medicine 2015, September 3-6, 2015, Ohrid, Macedonia, Abstract book, pp. 87.
    

National conferences

1. M. Piperski, D. Popović, Virtual instrument for measuring evoked potentials of peripheral nerves: electroneurography and emg reflexology, Proc of the 9th Information technologies IT'2004, pp. 19-22, Žabljak, 29 Feb-6 Mar, 2004, ISBN 86-7466-185-8.
2. M. Piperski, D. Popović, Audio virtual instrument for measuring electromyographic signals and manual detection of motor unit potentials, Proc of the 48th ETRAN Conference, Sveska III, pp. 211-214, Čačak, 6-10 June, 2004, ISBN 86-80509-51-5.
3. M. Piperski, B. Pijetlović, D. Popović, Virtual instrument for archiving and processing gamma studies, Proc of the 10th Information technologies IT'2005, pp. 67-70, Žabljak, 27 Mar-1 Apr, 2005.
4. D. Popović, N. Jorgovanović, D. Bojanić, S. Došen, R. Petrović, M. Piperski, M. B. Popović, G. Bijelić, Virtual instruments for evidence based medicine, Proc of the 10th Information technologies IT'2005, pp. 58-66, Žabljak, 27 Mar-1 Apr, 2005.
5. G. Bijelić, M. Piperski, D. Miljković, The Impedance of the Actitrode® Matrix Electrode, Proc of the 49th ETRAN Conference, Sveska 3, pp. 369-371, Budva, 5-10 June, 2005, ISBN 86-80509-55-8.
6. M. Piperski, D. Popović, Automatic detection of regions of interest on gamma studies, Proc of the 50th ETRAN Conference, Sveska 3, pp. 241-244, Beograd, 6-8 June, 2006, ISBN 86-80509-60-4.
7. M. Janković, D. Popović, Standardisation in storing electromyoneurological studies, Proc of the 51st ETRAN Conference, Herceg Novi, 4-8 june, 2007, ISBN 978-86-80509-62-4, CD.
8. М. Јanković, Development of application for investigation the kinetics of indium-111 labeled platelets, Proc of the 53rd ETRAN Conference, Vrnjačka Banja, 15-18 June, 2009, ISBN 978-86-80509-64-8, CD.
9. M.M. Janković, A. Koljević Marković, D.B. Popović, Labview application for analysis of time activity curves in regions of small lesions in nuclear medicine. Proc. 57^th ETRAN Conference, Zlatibor, Serbia, 3-6 June, 2013, ME1.9.1-5, ISBN 978-86-80509-68-6.
10. Janković MM, Miler Jerković V, Koljević Marković A, Popović D.B, Algorithm for the Uptake Assessment in Small Lesions in Dynamic Scintigraphy, Proc. 58^th ETRAN Conference, Vrnjačka Banja, 2-5 Jun, 2014, ME 1.1 1-4, ISBN 978-86-80509-70-9.
11. Janković MM, Petrović M, Antić V, Validation of GammaKey system, Proc. 58^th ETRAN Conference, Vrnjačka Banja, 2-5 Jun, 2014, ME 1.9 1-4, ISBN 978-86-80509-70-9.

 National conferences (аbstract)  

1. Janković MM, Koljević Marković A, Todorović-Tirnanić MV, Beatović SLj, Odalović S, Applications for Uptake Assesment in Nuclear Medical Imaging, Proc. 1^st BCI from SSI Conference, BAW Week, pp. 18, 14. March 2014, Belgrade, Serbia, ISBN 978-86-7466-496-4.
2. Nenad Popović, Milan Antić, Janković MM, PhysioACQ: A Software Tool for Video-assisted Multi-channel Data Acquisition, Proc. 2^nd HMI from SSI Conference, BAW Week, pp. 23, 20. March 2015, Belgrade, Serbia, ISBN 978-86-7466-542-8.

last updated 8.12.2015.

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