Publications

Research articles

[1] Petrova-Antonova D., I. Spasov, Y. Petkova, I. Manova, S. Ilieva (2020). CogniSoft: A Platform for Automation of Cognitive Assessment and Rehabilitation of Multiple Sclerosis. MDPI Journal of Computers 2020, 9(4), 93, ISSN: 2073-431X.

[2] Petrova-Antonova D., I. Spasov, I. Krasteva, I. Manova, S. Ilieva (2020). A Digital Twin Platform for Diagnostics and Rehabilitation of Multiple Sclerosis. The 20th International Conference on Computational Science and its Applications (ICCSA 2020), Cagliari, Italy, 1-4 June 2020. Theoretical Computer Science and General Issues, Eds. Gervasi, O., Murgante, B., Misra, S., Garau, C., Blečić, I., Taniar, D., Apdu-han, B.O., Rocha, A.M.A.C., Tarantino, E., Torre, C.M., Karaca, Y. LNCS, Springer, ISSN: 03029743.

[3] Petrova-Antonova, D., Kunchev, T., Manova, I., Spasov, I. (2022). Cognitive Impairment and Dementia Data Modelling. In: Gervasi, O., Murgante, B., Hendrix, E.M.T., Taniar, D., Apduhan, B.O. (eds) Computational Science and Its Applications – ICCSA 2022. ICCSA 2022. Lecture Notes in Computer Science, vol 13376.

[4] Olga Georgieva, Preslav Hadzhitsanev, Dessislava Petrova-Antonova (2022) Unsupervised Analysis for Early-Stage Diagnosis of Cognitive Disorders, book edition: ISOS Conference Proceedings Series, Proceedings of the 12th International Conference on Information Society and Technology, ISBN 978-86-85525-24-7, ISSN (online) 2738-1447, Publisher: Information Society of Serbia – ISOS, Belgrade, Serbia, ICIST 2022 - 12th International Conference on Information Society and Technology, Kopaonik, Serbia, March 13-16, 2022, pp.30-33.

[5] Petrova-Antonova, D.; Lazarova, S. (2023). Cognitive Impairment and Dementia Data Model: Quality Evaluation and Improvements. Computers 2023, 12, 29.

[6] Lazarova S., Grigorova D., Petrova-Antonova D., For The Alzheimer's Disease Neuroimaging Initiative (2023). Detection of Alzheimer's Disease Using Logistic Regression and Clock Drawing Errors. Brain Sci. 2023 Jul 29;13(8):1139.

[7] Lazarova, S.; Petrova-Antonova, D.; Kunchev, T. (2023). Ontology-Driven Knowledge Sharing in Alzheimer’s Disease Research. Information 2023, 14, 188.

[8] Virginia Valcheva, Olga Georgieva (2023) Data Classification Analysis for Alzheimer Disease Diagnostic, Proceedings 27th International Conference on Circuits, Systems, Communications and Computers (CSCC’2023), 19-22 July, Rodos Island, Greece, pp.153-159, IEEE Digital Library, Catalog Number: CFP23B16-ART, ISBN: 979-8-3503-3759-4.

[9] Spasov, I., S. Lazarova, D. Petrova-Antonova (2023) Alzheimer’s Disease Knowledge Graph Based on Ontology and Neo4j Graph Database. 4th International Conference on Data Analytics & Management (ICDAM), London, UK. Lecture Notes in Networks and Systems, #785, Springer, Cham.

[10] Koychev I, Marinov E, Young S, Lazarova S, Grigorova D, Palejev D (2023) Identification of preclinical dementia according to ATN classification for stratified trial recruitment: A machine learning approach. PLoS ONE 18(10): e0288039.