Signali i sistemi ETF

Prof. dr Milica Janković

Milica Jankovic etf cropped

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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

WORK EXPERIENCE

2004 - 2015 Teaching assistant of Biomedical Engineering

2015 - 2020 Assistant professor of Biomedical Engineering

2020 - 2025 Associate professor of Biomedical Engineering

2025 - Full professor of Biomedical Engineering

Department of Signals and Systems Faculty of Electrical Engineering, University of Belgrade

Head of the Laboratory of Biomedical Engineering, Research group for MUltimodal Biomedical Engineering (MUBE)

TEACHING

Electrical Measurements, Practicum of measurement and data acquisition systems, Systems and signals in organism, Acquisition systems for electrophysiology, Biomedical image analysis, Neural engineering, Methodes and Instrumentation for Electrophysiology, Neuroimaging techniques.

2011 - Established NI Labview Academy at Faculty of Electrical Engineering, University of Belgrade and started with Balkan Open Competition in Software-designed Instrumentation.

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).
Second prize on 4th International Medical Olympiad 2017 for the paper M. Matović, M. Janković, M. Barjaktarović, M. Jeremić, „Our solution for fusion of simultaneusly acquired whole body scintigrams and optical images, as useful tool in clinical practice in patients with differentiaited thyroid carcinomas after radioiodine therapy. A useful tool in clinical practice“.
Mentor of the best graduate thesis at the School of Electrical Engineering in Belgrade, Marija Novičić, “Classification of arm movements based on kinematic parameters using neural networks”, ETF BAFA 2017.
Best award for the presentation of the paper O. Durutović, A. Filipović, K. Milićević, E. Esteban, S. Bhaskar, A. Skolarikos, M. M. Janković, “3D Imaging segmentation in puncture planning for PCNL”, 5th Experts in Stone Disease, 2022.
Best paper of Smart Healthcare session of EBT conference 2023 for the paper L. Jugović, I. Vajs, M. Badža Atanasijević, M. Stojanović, M. M. Janković, “Convolutional Neural Network Model in Human Motion Detection Based on FMCW Radar Signals”, Proceedings of 2023 International conference on E-business technologies (EBT conference), pp. 127 – 133, Faculty of Organizational Sciences, University of Belgrade, Belgrade, 2023.
Mentor of the best graduate thesis at the School of Electrical Engineering in Belgrade, Andjela Ilić, “Recognition of breast tumors based on histopathological scans”, ETF BAFA 2023.
Mentor of the best scientific and research work of students 2024 at the University of Belgrade (paper: Marija Nedeljković, Pavle Pađin and Strahinja Nikolić “Low Dimensional EEG Classification for Alzheimer’s Disease Recognition”, TELFOR 2023).
Mentor of the best student paper at the Fourth Serbian International Conference on Applied Artificial Intelligence (May 29-30, 2025, Zlatibor, Serbia) for the paper Katarina Vujić, Marija Novičić, Milica Janković, “Comparison of RFE and SHAP for PRV feature ranking in cognitive stress scenario”.

MEMBERSHIPS

Serbia Association of Electrical Engineers, Serbia Association of Nuclear Medicine. President of Program Committee for Biomedical Engineering section on IcETRAN/ETRAN conference.

SCIENTIFIC INTEREST

Software-designed instrumentation
Medical image acquisition and analysis
Neural engineering

PROJECTS

"Computer-aided contactless assessment of reading difficulties and personalized treatment – ReadTREAT", DIASPORA 2023 program, Science Fund of the Republic of Serbia, 2025-2026, project coordinator.
"Enabling multilingual eye-tracking data collection for human and machine language processing research – MultiplEYE", COST action, Project coordinator: prof. Lena Jäger, University of Zurich, Switzerland, team member from 2024.
CEEPUS network Image Processing, Information Engineering & Interdisciplinary Knowledge Exchange, local contact person from 2019.
Color overlay leverage for overcoming reading difficulties in children with dyslexia - colorDCD, Project coordinator: PhD Ivan Vajs, Innovation Center, School of Electrical Engineering; University of Belgrade, 2024-2025, team member.
"Mechanical Impedance Estimation and Planning for Next Generation Collaborative Robots – ForNextCobot", PROMIS program, Science Fund of the Republic of Serbia, Project coordinator: PhD Kosta Jovanović, Associate Professor, School of Electrical Engineering, University of Belgrade, 2021-2023, team member.
“DIH-HERO Digital Innovation Hubs in Health Care Robotics”, Horizon 2020 Innovation Action, grant agreement #825003, 2019-2023.
"Feasibility study for non-contact sleep monitoring using radar technology and reference multimodal system", project leader of the commercial project for the company Novelic doo, Belgrade, co-financed by the Innovation Fund of the Republic of Serbia, no. 760, innovation voucher, 2020-2021.
“ITASDI – Innovative Teaching Approaches in development if Software Designed Instrumentation and its application in real-time systems”, Erazmus + K2, 2018-2019, project coordinator on the side of University of Belgrade.
“Development of smart body-area-network system for activity tracking”, The program of bilateral cooperation between the Serbian Ministry of Education, Science and Technological Development of the Republic of Serbia and Deutcher Akademischer Austauschdienst – DAAD, 2019-2020.
“Design and development of multimodal biomedical systems”, national program #PokreniNauku, 2018, project leader.
“Human detection sensor“, collaborative grant scheme of Innovation Fund of Republic of Serbia, no. ID50053, 2017-2018, consortium members NovelIC DOO, Belgrade, with School of Electrical Engineering (ЕТF) of Belgrade (project leader for ETF partner is Milica Janković).
The effects of assistive systems in neurorehabilitation: recovery of sensory-motor functions, Ministry of Education, Science and Technological development, Republic of Serbia, no. 175016, 2011-2017, project leader prof. Mirjana Popović.
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, project leader prof. Dejan Popović.
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, project leader prof. Dejan Popović.