Publications

Online Uric Acid Concentration Estimation in Blood from Spent Dialysate Measurements Using an Optical Sensor
Journal / Periodical: 9th European Medical and Biological Engineering Conference
Authors: Paats, Joosep; Arund, Jürgen; Pilt, Kristjan; Adoberg, Annika; Leis, Liisi; Luman, Merike; Holmar, Jana; Tanner, Risto; Fridolin, Ivo
Year: 2024
Dialysis patients survival in HD centres from Belgium, Estonia, Spain, and Sweden—association with BMI and hypocalcemia
Journal / Periodical: Nephrology Dialysis Transplantation
Authors: Holmar, Jana; Luman, Merike; Adoberg, Annika; Leis, Liisi; Paats, Joosep; Uhlin, Fredrik; Ortiz, Alberto; Glorieux, Griet; Dhondt, Annemieke; Pilt, Kristjan; Tanner, Risto; Fridolin, Ivo
Year: 2024
A Systematic Review of Vascular Calcification Inhibitors in Chronic Kidney Disease
Journal / Periodical: XVII Baltic Nephrology Conference
Authors: Adoberg, Annika; Leis, Liisi; Luman, Merike; Uhlin, Fredrik; Fridolin, Ivo; Holmar, Jana
Year: 2024
A SYSTEMATIC REVIEW OF KNOWN INHIBITORS OF VASCULAR CALCIFICATION IN CHRONIC KIDNEY DISEASE
Journal / Periodical: The International Journal of Artificial Organs
Authors: Jana Holmar (1), Annika Adoberg (1,2), Liisi Leis (1,2), Merike Luman (1,2), Fredrik Uhlin (1,3), Ivo Fridolin (1)
Year: 2024
Development of a measurement system for estimation of local peripheral arterial stiffness parameters
Journal / Periodical: Proceedings of the Biennial Baltic Electronics Conference, BEC
Authors: Pilt, K.; Karai, D.; Fridolin, I.
Year: 2024
Assessment of Vascular Calcification in the Context of Inhibitors in Chronic Kidney Disease
Journal / Periodical: XVII Baltic Nephrology Conference
Authors: Adoberg, Annika; Holmar, Jana
Year: 2024
Comparison of Protein-bound Uremic Toxins Indoxyl Sulfate and Indole Acetic Acid Reduction Ratios in Blood and Spent Dialysate during Haemodialysis with Different Modalities
Authors: Leis, Liisi; Adoberg, Annika; Paats, Joosep; Tanner, Risto; Fridolin, Ivo
Year: 2024
LSTM-CNN: An efficient diagnostic network for Parkinson’s disease utilizing dynamic handwriting analysis
Journal / Periodical: Computer Methods and Programs in Biomedicine
Authors: Wang, Xuechao; Huang, Junqing; Chatzakou, Marianna; Medijainen, Kadri; Toomela, Aaro; Nõmm, Sven; Ruzhansky, Michael
Year: 2024
Improving IoT security with explainable AI: quantitative evaluation of explainability for IoT botnet detection
Journal / Periodical: IEEE Internet of Things Journal
Authors: Kalakoti, Rajesh; Bahsi, Hayretdin; Nõmm, Sven
Year: 2024
An Efficient Neural Network for the Diagnosis of Parkinson’s Disease Using Dynamic Handwriting Analysis
Journal / Periodical: Extended Abstracts MWCAPDE 2023
Authors: Wang, Xuechao; Nõmm, Sven; Huang, Junqing; Chatzakou, Marianna; Ruzhansky, Michael
Year: 2024
Wave density spectra estimation with LSTM from Sentinel-1 SAR in the Baltic Sea
Journal / Periodical: 2024 IEEE/OES Thirteenth Current, Waves and Turbulence Measurement (CWTM), 18-20 March 2024
Authors: Rikka, Sander; Nõmm, Sven; Alari, Victor; Simon, Martin; Björkqvist, Jan-Victor
Year: 2024
Enhancing IoT Botnet attack detection in SOCs with an explainable active learning framework
Journal / Periodical: 2024 IEEE 5th World AI IoT Congress, AIIoT 2024
Authors: Kalakoti, Rajesh; Nõmm, Sven; Bahsi, Hayretdin
Year: 2024
Explainable transformer-based intrusion detection in Internet of Medical Things (IoMT) networks
Journal / Periodical: 2024 International Conference on Machine Learning and Applications, ICMLA 2024, Miami, Florida, 18-20 December 2024, proceedings
Authors: Kalakoti, Rajesh; Nõmm, Sven; Bahsi, Hayretdin
Year: 2024
Explainable federated learning for botnet detection in IoT networks
Journal / Periodical: Proceedings of the 2024 IEEE International Conference on Cyber Security and Resilience (CSR), September 2-4, 2024, London, UK
Authors: Kalakoti, Rajesh; Bahsi, Hayretdin; Nõmm, Sven
Year: 2024