Teodora Matić

1. ANOSHIN, Dmitry, MATIĆ, Teodora, BOGDANOVIC, Slaven, LINCOLN, Tania, SHIROKOV, Dmitrii. Tableau 2019.x cookbook : over 115 recipes to build end-to-end analytical solutions using Tableau. Birmingham; Mumbai: Packt Publishing, cop. 2019. XV, 632 str., ilustr. ISBN 978-1-78953-338-5, ISBN 1-78953-338-4. [COBISS.SI-ID 1538327491]

2. MATIĆ, Teodora, AGHANAVESI, Somayeh, MEMEDI, Mevludin, NYHOLM, Dag, BERGQUIST, Filip, GROZNIK, Vida, ŽABKAR, Jure, SADIKOV, Aleksander. Unsupervised learning from motion sensor data to assess the condition of patients with Parkinson's disease. In: RIAÑO, David (ed.), WILK, Szymon (ed.), TEIJE, Annette ten (ed.). Artificial intelligence in medicine : proceedings. Cham: Springer, cop. 2019. Str. 420-424, graf. prikazi. Lecture notes in computer science (Internet), 11526. ISBN 978-3-030-21642-9, ISBN 3-030-21642-X. ISSN 1611-3349. https://link.springer.com/chapter/10.1007%2F978-3-030-21642-9_52, Repository of University of Primorska - RUP, DOI: 10.1007/978-3-030-21642-9_52. [COBISS.SI-ID 1541444036]

3. RUS PRELOG, Polona (author, corresponding author), MATIĆ, Teodora, PREGELJ, Peter, SADIKOV, Aleksander. Risk of depression, anxiety, and stress during the second wave of COVID-19 in Slovenia. Frontiers in psychiatry. 2022, vol. 12, str. 1-9. ISSN 1664-0640. https://www.frontiersin.org/articles/10.3389/fpsyt.2021.788898/full, Repository of the University of Ljubljana – RUL , DOI: 10.3389/fpsyt.2021.788898. [COBISS.SI-ID 93067523]

4. MATIĆ, Teodora, PREGELJ, Peter, SADIKOV, Aleksander, RUS PRELOG, Polona (author, corresponding author). Depression, anxiety, stress, and suicidality levels in young adults increased two years into the COVID-19 pandemic. International journal of environmental research and public health. [Online ed.]. Jan. 2023, vol. 20, iss. 1, str. 1-13, ilustr. ISSN 1660-4601. https://www.mdpi.com/1660-4601/20/1/339, Repository of the University of Ljubljana – RUL , DOI: 10.3390/ijerph20010339. [COBISS.SI-ID 136332291]

5. RUS PRELOG, Polona, MATIĆ, Teodora, PREGELJ, Peter, SADIKOV, Aleksander. A pilot predictive model based on COVID-19 data to assess suicidal ideation indirectly. Journal of Psychiatric Research. [Print ed.]. Jul. 2023, vol. 163, str. 318-324, graf. prikazi. ISSN 0022-3956. https://www.sciencedirect.com/science/article/pii/S0022395623001954?via%3Dihub, DOI: 10.1016/j.jpsychires.2023.05.008. [COBISS.SI-ID 153488387]

6. MATIĆ, Teodora, HENDRIKS, Martijn, VINKE, Ruben Saman, SADIKOV, Aleksander, GEORGIEV, Dejan. The effect of serotonin reuptake and serotonin-noradrenaline reuptake inhibitors on motor symptoms in Parkinson’s disease : A PPMI-based matched-subject study. Journal of Parkinson's disease. 2024, vol. 14, no. 8, str. 1642-1651. ISSN 1877-718X. DiRROS - Digital repository of Slovenian research organizations, DOI: 10.1177/1877718X241296016. [COBISS.SI-ID 220932611]

7. MATIĆ, Teodora, SADIKOV, Aleksander, PREGELJ, Peter, RUS PRELOG, Polona. Machine learning models for predicting suicidal ideation, depression, anxiety, and stress in the general population. In: BELLAZZI, Riccardo (ed.), et al. Artificial intelligence in medicine. Part 2 : 23rd International Conference, AIME 2025, Pavia, Italy, June 23–26, 2025. Cham: Springer, cop. 2025. Str. 261-266, tabela. Lecture notes in computer science (Internet), 15735. ISBN 978-3-031-95841-0. ISSN 1611-3349. https://link.springer.com/chapter/10.1007/978-3-031-95841-0_49, DOI: 10.1007/978-3-031-95841-0_49. [COBISS.SI-ID 242362115]

8. MATIĆ, Teodora. Objectivisation of facial expression assessment in Parkinson's disease and depression = Objektivizacija ocene obraznih izrazov pri Parkinsonovi bolezni in depresiji : doctoral dissertation. Ljubljana: [T. Matić], 2025. 189 str., ilustr. Repository of the University of Ljubljana – RUL . [COBISS.SI-ID 269554947]

9. RUS PRELOG, Polona, MATIĆ, Teodora, PREGELJ, Peter, SADIKOV, Aleksander. Prediction of suicidal ideation and depression in the general population with subthreshold insomnia using machine learning models. BMC psychiatry. Dec. 2025, vol. 25, iss. 1, article no. 1003, str. 1-10, graf. prikazi. ISSN 1471-244X. https://link.springer.com/article/10.1186/s12888-025-07451-6, Repository of the University of Ljubljana – RUL , DOI: 10.1186/s12888-025-07451-6. [COBISS.SI-ID 253760259]

10. RUS PRELOG, Polona (author, corresponding author), MATIĆ, Teodora, PREGELJ, Peter, SADIKOV, Aleksander (author, corresponding author). Validation of a machine learning model for indirect screening of suicidal ideation in the general population. Scientific reports. 2025, vol. 15, iss. 1, [article no.] 6579, str. 1-10, ilustr. ISSN 2045-2322. https://www.nature.com/articles/s41598-025-90718-5, DOI: 10.1038/s41598-025-90718-5. [COBISS.SI-ID 228767491]
project: P2-0209; funder: Slovenian Research and Innovation Agency (ARIS)

11. RUS PRELOG, Polona (author, corresponding author), ROJNIĆ KUZMAN, Martina, MATIĆ, Teodora, PREGELJ, Peter, MEDVED, Sara, BJEDOV, Sarah, ROJNIC PALAVRA, Irena, PETEK ERIC, Anamarija, DRMIC, Stipe, VIDOVIC, Domagoj, SADIKOV, Aleksander. Indirect, machine learning-based suicide risk screening : evidence from cross-national validation. European psychiatry. Feb. 2026, vol. 69, iss. 1, [article no.] e31, str. 1-8, lustr. ISSN 1778-3585. https://www.cambridge.org/core/journals/european-psychiatry/article/indirect-machine-learningbased-suicide-risk-screening-evidence-from-crossnational-validation/4F54185E0B346D48ABC3998B0CE22BC9, Repository of the University of Ljubljana – RUL , DOI: 10.1192/j.eurpsy.2026.10166. [COBISS.SI-ID 271787011]