Monika Simjanoska Misheva

1. GJORESKI, Martin, SIMJANOSKA MISHEVA, Monika, GRADIŠEK, Anton, PETERLIN, Ana Marija, GAMS, Matjaž, POGLAJEN, Gregor. Chronic heart failure detection from heart sounds using a stack of machine-learning classifiers. V: JUNG, Jason J. (ur.). IE' 2017. The 13th International Conference on Intelligent Environments, 23-25 August 2017, Seoul, Korea. Danvers: IEEE = Institute of Electrical and Electronics Engineers, 2017. Str. 14-19. [COBISS.SI-ID 30954791]

2. KOTESKA, Bojana, KOCESKA, Nataša, SIMJANOSKA MISHEVA, Monika, JOŠT, Anton, STRAHOVNIK, Andrej, KOMADINA, Radko, KOSTOSKA, Magdalena, BOGDANOVA, Ana Madevska, TASIČ, Jurij F., TRONTELJ, Janez. Nadzor vitalnih funkcij s pomočjo biosenzorja in podporo inteligentne tehnologije = Continuous vital parameters monitoring by using biosensors and smart technology solution. V: VAJD, Rajko (ur.), et al. Urgentna medicina = Emergency medicine : izbrana poglavja 2017 = selected topics [2017] : zbornik = proceedings : 24. mednarodni simpozij o urgentni medicini = 24th International Symposium on Emergency Medicine : Portorož, Slovenija, 15.-17. junij 2017. Ljubljana: Slovensko združenje za urgentno medicino: = Slovenian Society for Emergency Medicine, 2017. Str.: 201-204, ilustr. ISBN 978-961-6940-11-5. [COBISS.SI-ID 880547]

3. SIMJANOSKA MISHEVA, Monika, GJORESKI, Martin, GAMS, Matjaž, BOGDANOVA, Ana Madevska. Non-invasive blood pressure estimation from ECG using machine learning techniques. Sensors. 2018, vol. 18, no. 4, str. 1160-1-1160-20. ISSN 1424-8220. DOI: 10.3390/s18041160. [COBISS.SI-ID 31328551]

4. SIMJANOSKA MISHEVA, Monika, GJORESKI, Martin, GAMS, Matjaž, BOGDANOVA, Ana Madevska. Novel data processing approach for deriving blood pressure from ECG only. V: KALAJDZISKI, Slobodan (ur.), ACKOVSKA, Nevena (ur.). Engineering and life sciences : 10th International Conference, ICT Innovations 2018, Ohrid, Macedonia, September 17-19, 2018, Proceedings. Cham: Springer, 2018. Str. 273-285. Communications in computer and information science, vol. 940. ISBN 978-3-030-00824-6, ISBN 978-3-030-00825-3. ISSN 1865-0929. [COBISS.SI-ID 31730215]

5. GRADIŠEK, Anton, GJORESKI, Martin, BUDNA, Borut, SIMJANOSKA MISHEVA, Monika, GAMS, Matjaž, POGLAJEN, Gregor. Zaznavanje srčnega popuščanja z analizo srčnih tonov. V: GAMS, Matjaž (ur.), TAVČAR, Aleš (ur.). Delavnica za elektronsko in mobilno zdravje ter pametna mesta : zbornik 21. mednarodne multikonference Informacijska družba - IS 2018, 8.-12. oktober 2018, Ljubljana, Slovenia : zvezek I = Workshop Electronic and mobile health and smart cities : proceedings of the 21st International Multiconference Information Society - IS 2018, 8-12 October, 2018, [Ljubljana, Slovenia] : volume I. Ljubljana: Institut "Jožef Stefan", 2018. Str. 32-34. Informacijska družba. ISBN 978-961-264-142-9. ISSN 2630-371X. https://is.ijs.si/archive/proceedings/2018/files/Zbornik%20-%20I.pdf. [COBISS.SI-ID 31846695]

6. SIMJANOSKA MISHEVA, Monika, PAPA, Gregor, KOROUŠIĆ-SELJAK, Barbara, EFTIMOV, Tome. Comparing different settings of parameters needed for pre-processing of ECG sgnals used for blood pressure classification. V: PUTZE, Felix (ur.), FRED, Ana (ur.), GAMBOA, Hugo (ur.). BIOSTEC 2019 : proceedings. 12th International Joint Conference on Biomedical Engineering Systems and Technologies, February 22-24, 2019, Prague, Czech Republic. [S. l.]: SCITEPRESS = Science and Technology Publications, 2019. Str. 62-70. Biosignals, volume 4. ISBN 978-989-758-353-7. http://insticc.org/node/TechnicalProgram/biostec/presentationDetails/73901. [COBISS.SI-ID 32140071]

7. ANTOVSKI, Antonio, KOSTADINOVSKA, Stefani, SIMJANOSKA MISHEVA, Monika, EFTIMOV, Tome, ACKOVSKA, Nevena, MADEVA BOGDANOVA, Ana. Data-driven autism biomarkers selection by using signal processing and machine learning techniques. V: DE MARIA, Elisabetta (ur.), FRED, Ana (ur.), GAMBOA, Hugo (ur.). Proceedings. 12th International Joint Conference on Biomedical Engineering Systems and Technologies, February 22-24, 2019, Prague, Czech Republic. [S. l.]: SCITEPRESS = Science and Technology Publications, 2019. Str. 201-208. Bioinformatics, volume 3. ISBN 978-989-758-353-7. http://insticc.org/node/TechnicalProgram/biostec/presentationDetails/73989. [COBISS.SI-ID 32139559]

8. SIMJANOSKA MISHEVA, Monika, PAPA, Gregor, KOROUŠIĆ-SELJAK, Barbara, EFTIMOV, Tome. ECGpp : a framework for selecting the pre-processing Parameters of ECG signals used for blood pressure classification. V: ROQUE, Ana (ur.). Biomedical engineering systems and technologies : 12th International Joint Conference, BIOSTEC 2019 Prague, Czech Republic, February 22-24, 2019 : revised selected papers. Cham: Springer, 2020. Str. 352-377. Communications in computer and information science, Vol. 1211. ISBN 978-3-030-46969-6, ISBN 978-3-030-46970-2. ISSN 1865-0937. DOI: 10.1007/978-3-030-46970-2_17. [COBISS.SI-ID 14235395]

9. MISHEV, Kostadin, KAROVSKA RISTOVSKA, Aleksandra, TRAJANOV, Dimitar, EFTIMOV, Tome, SIMJANOSKA MISHEVA, Monika. MAKEDONKA : applied deep learning model for text-to-speech synthesis in Macedonian language. Applied sciences. 2020, vol. 10, no. 19, str. 6882-1-6882-14. ISSN 2076-3417. DOI: 10.3390/app10196882. [COBISS.SI-ID 30601219]

10. KOCESKA, Nataša, KOMADINA, Radko, SIMJANOSKA MISHEVA, Monika, KOTESKA, Bojana, STRAHOVNIK, Andrej, JOŠT, Anton, MAČEK, Rok, BOGDANOVA, Ana Madevska, TRAJKOVIK, Vladimir, TASIČ, Jurij F., TRONTELJ, Janez. Mobile wireless monitoring system for prehospital emergency care. European journal of trauma and emergency surgery. 2020, vol. 46, str. 1301-1308, ilustr. ISSN 1863-9933. https://link.springer.com/article/10.1007/s00068-019-01130-4, DOI: 10.1007/s00068-019-01130-4. [COBISS.SI-ID 12462932]

11. SIMJANOSKA MISHEVA, Monika, KOCHEV, Stefan, TANEVSKI, Jovan, BOGDANOVA, Ana Madevska, PAPA, Gregor, EFTIMOV, Tome. Multi-level information fusion for learning a blood pressure predictive model using sensor data. Information fusion. 2020, vol. 58, str. 24-39. ISSN 1566-2535. DOI: 10.1016/j.inffus.2019.12.008. [COBISS.SI-ID 33002535]

12. GUSEV, Marjan, POPOSKA, Lidija, SPASEVSKI, Gjoko, KOSTOSKA, Magdalena, KOTESKA, Bojana, SIMJANOSKA MISHEVA, Monika, ACKOVSKA, Nevena, STOJMENSKI, Aleksandar, TASIČ, Jurij F., TRONTELJ, Janez. Noninvasive glucose measurement using machine learning and neural network methods and correlation with heart rate variability. Journal of sensors. [Print ed.]. 2020, vol. 2020, str. 1-14, ilustr. ISSN 1687-725X. https://www.hindawi.com/journals/js/2020/9628281/. [COBISS.SI-ID 12804180]

13. KOCHEV, Stefan, STEVCHEV, Neven, KOCHEVA, Svetlana, EFTIMOV, Tome, SIMJANOSKA MISHEVA, Monika. A novel approach for modelling the relationship between blood pressure and ecg by using time-series feature extraction. V: GÓMEZ-VILDA, Pedro (ur.), FRED, Ana (ur.), GAMBOA, Hugo (ur.). BIOSTEC 2020 : proceedings. 13th International Joint Conference on Biomedical Engineering Systems and Technologies, February 24-26, 2020, in Valletta, Malta. [S. l.]: SciTePreess, 2020. Str. 228-235. Biosignals, volume 4. ISBN 978-989-758-398-8. [COBISS.SI-ID 33273127]

14. NOVESKI, Gjorgji, EFTIMOV, Tome, MISHEV, Kostadin, SIMJANOSKA MISHEVA, Monika. Data-driven intelligence system for general recommendations of deep learning architectures. IEEE access. 2021, vol. 9, str. 148710-148720, tabele, graf. prikazi. ISSN 2169-3536. DOI: 10.1109/ACCESS.2021.3124633. [COBISS.SI-ID 83293699]

15. KRALEVSKA, Angela, VELICHKOVSKA, Marija, CICIMOV, Viktor, EFTIMOV, Tome, SIMJANOSKA MISHEVA, Monika. Finding potential inhibitors of COVID-19. V: LORENZ, Ronny (ur.), FRED, Ana (ur.), GAMBOA, Hugo (ur.). BIOSTEC 2021 : online proceedings. 14h International Joint Conference on Biomedical Engineering Systems and Technologies, February 11-13. [S. l.]: SciTePreess, 2020. Str. 110-117. Biodevices, volume 3. ISBN 978-989-758-490-9. DOI: 10.5220/0010246901100117. [COBISS.SI-ID 52594947]

16. GERASIMOSKA, Teodora, LJONCHEVA, Milka, SIMJANOSKA MISHEVA, Monika. MSL-ST : development of mass spectral library search tool to enhancecompound identification. V: LORENZ, Ronny (ur.), FRED, Ana (ur.), GAMBOA, Hugo (ur.). BIOSTEC 2021 : online proceedings. 14h International Joint Conference on Biomedical Engineering Systems and Technologies, February 11-13. [S. l.]: SciTePreess, 2020. Str. 195-203. Biodevices, volume 3. ISBN 978-989-758-490-9. https://www.scitepress.org/Papers/2021/104241/104241.pdf. [COBISS.SI-ID 65459715]

17. BOGDANOVIC, Bojan, EFTIMOV, Tome, SIMJANOSKA MISHEVA, Monika. In‑depth insights into Alzheimer’s disease by using explainable machine learning approach. Scientific reports. 2022, vol. 12, str. 6508-1-6508-26. ISSN 2045-2322. DOI: 10.1038/s41598-022-10202-2. [COBISS.SI-ID 105441795]

18. GAMS, Matjaž (urednik), SIMJANOSKA MISHEVA, Monika (urednik), LUKIĆ, Stevo (urednik), WOTAWA, Franz (urednik). ChatGPT v zdravstvu = ChatGPT in Medicine : Informacijska družba - IS 2024 = Information Society - IS 2024 : zbornik 27. mednarodne multikonference = proceedings of the 27th international multiconference : zvezek K = volume K : 9. oktober 2024, 9 October 2024, Ljubljana, Slovenia. Ljubljana: Institut "Jožef Stefan", 2024. 1 spletni vir (1 datoteka PDF (VI, 47 str.)), ilustr. Informacijska družba. ISBN 978-961-264-309-6. ISSN 2630-371X. http://library.ijs.si/Stacks/Proceedings/InformationSociety/2024/IS2024_Volume-K.pdf, Digitalna knjižnica Slovenije - dLib.si. [COBISS.SI-ID 214534915]

19. SIMJANOSKA MISHEVA, Monika, SHAHPASKI, Dragan, DOBREVA, Jovana, GAMS, Matjaž, et al. AI act compliance within the MyHealth@EU framework : tutorial. Journal of medical internet research. 24 Jul. 2025, vol. 27, [article no.] e81184, str. 1-17, ilustr. ISSN 1438-8871. https://www.jmir.org/2025/1/e81184/, DIRROS, DOI: 10.2196/81184. [COBISS.SI-ID 263792387]

20. GAMS, Matjaž, HORVAT, Tadej, KOLAR, Žiga, KOCUVAN, Primož, MISHEV, Kostadin, SIMJANOSKA MISHEVA, Monika. Evaluating a nationally localized AI Chatbot for personalized primary care guidance : insights from the HomeDOCtor deployment in Slovenia. Healthcare. 2025, vol. 13, iss. 15, 1-17 str., ilustr. ISSN 2227-9032. https://www.mdpi.com/2227-9032/13/15/1843, DOI: 10.3390/healthcare13151843. [COBISS.SI-ID 244472579]

21. DOBREVA, Jovana, KARASMANAKIS, Ivana, IVANIŠEVIĆ, Filip, HORVAT, Tadej, KITANOVSKI, Dimitar, GAMS, Matjaž, MISHEV, Kostadin, SIMJANOSKA MISHEVA, Monika. RAGCare-QA : a benchmark dataset for evaluating retrieval-augmented generation pipelines in theoretical medical knowledge. Data in brief. Dec. 2025, vol. 63, [article no.] 112146, str. 1-11, ilustr. ISSN 2352-3409. https://www.sciencedirect.com/science/article/pii/S2352340925008674, DIRROS, DOI: 10.1016/j.dib.2025.112146. [COBISS.SI-ID 263916803]