DS-BE - DATA SCIENCE AND BIOMEDICAL ENGINEERING

 
Chairs:
Karolj Skala (Ruđer Bošković Institute, Zagreb, Croatia)
Aleksandra Rashkovska Koceva (Jožef Stefan Institute, Ljubljana, Slovenia)
Davor Davidović (Ruđer Bošković Institute, Zagreb, Croatia)

Steering Committee:
Sven Lončarić (University of Zagreb, Croatia)
Morris Riedel (Forschungszentrum Juelich, Germany)
Uroš Janez Stanič (Biomedical Research Institute - BRIS, Ljubljana, Slovenia)
Matjaž Veselko (University Medical Centre Ljubljana, Slovenia)
Yingwei Wang (University of Prince Edward Island, Charlottetown, Canada)
Martin Žagar (Rochester Institute of Technology Croatia, Zagreb, Croatia)

Program Committee:
Enis Afgan (Ruđer Bošković Institute, Zagreb, Croatia)
Viktor Avbelj (Jožef Stefan Institute, Ljubljana, Slovenia)
Davor Davidović (Ruđer Bošković Institute, Zagreb, Croatia)
Matjaž Depolli (Jožef Stefan Institute, Ljubljana, Slovenia)
Simeon Grazio (University Clinical Centar Sestre milosrdnice, Zagreb, Croatia)
Marjan Gusev (Ss. Cyril and Methodius University, Skopje, North Macedonia)
Vojko Jazbinšek (University of Ljubljana, Slovenia)
Jurij Matija Kališnik (Klinikum Nürnberg Süd, Germany)
Zalika Klemenc-Ketiš (Angela Boškin Faculty of Health Care, Jesenice, Slovenia)
Dragi Kocev (Jožef Stefan Institute, Ljubljana, Slovenia)
Gregor Kosec (Jožef Stefan Institute, Ljubljana, Slovenia)
Miklos Kozlovszky (Obuda University, Budapest, Hungary)
Lene Krøl Andersen (Danish e-infrastructure Cooperation Denmark, Kgs. Lyngby, Denmark)
Željka Mihajlović (University of Zagreb, Croatia)
Panče Panov ((Jožef Stefan Institute, Ljubljana, Slovenia)
Tonka Poplas Susič (Health Centre Ljubljana, Slovenia)
Aleksandra Rashkovska Koceva (Jožef Stefan Institute, Ljubljana, Slovenia)
Karolj Skala (Ruđer Bošković Institute, Zagreb, Croatia)
Viktor Švigelj (University Medical Centre Ljubljana, Slovenia)
Ivan Tomašić (Mälardalen University, Västerås, Sweden)
Roman Trobec (Jožef Stefan Institute, Ljubljana, Slovenia)
Roman Wyrzykowski (Institute of Computer and Information Science, Częstochowa, Poland)

PAPERS

DATA SCIENCE

Exploring Linguistic Entropy: Correlating Entropy Values and Language Resources in the European Union

L. Prpić, P. Bago

Classification of Companies Using Graph Neural Networks

J. Manchev, M. Mirchev, I. Mishkovski

Quantitative Analysis of Ovicaprid Bone Tools from Early Neolithic Europe Using Dental CBCT Imaging

N. Malivuk, V. Štrbac, S. Stefanović, L. Milić, M. Đoćoš, L. Adamov, B. Petrović

Anomaly Detection in Time-Series Employee Absence Data: A Case Study

P. Zupančič, P. Panov

Hate Speech on Social Platforms through the Application of ML and NLP Methods

S. Paunkoska, G. Mirceva

Predictive Analysis of Sarajevo’s AQI Using Machine Learning Models for Varied Data Granularity and Prediction Windows

E. Zolota, V. Hasić, A. Mević, A. Delić, S. Krivić

Unveiling Performance Insights and Portability Achievements between CUDA and SYCL for Particle-in-Cell Codes on Different GPU Architectures

I. Vasileska, P. Tomšič, L. Kos, L. Bogdanović

Cultural Heritage on HPC - Creating High Resolution 3D Models Using Photogrammetry

B. Kolarek, Lj. Gamulin, D. Davidović

A Survey of Graph Neural Network Architectures in Ligand Binding Affinity Prediction Models

F. Fetaji, S. Gievska, K. Trivodaliev

BIOMEDICAL ENGINEERING

Using a Limited Number of Sensors in MEG or the Feasibility of Partial Head Coverage OPM MEG

U. Marhl, T. Sander, V. Jazbinšek

Impact of EEG Signal Preprocessing Methods on Machine Learning Models for Affective Disorders

E. Jovičić, A. Jović, M. Cifrek

Seizure Detection Based on EEG Signals and Deep Learning

A. Šerifović Trbalić, A. Hasić, E. Skejić, N. Demirović

Enhancing the Self-Other Voice Discrimination Procedure for Clinical Applications

L. Jelić, M. Cifrek, V. Lešić, P. Orepić

Automated Processing of Pipelines Managing Now- and Forecasting of Infectious Diseases

S. Memon, J.F. Jadebeck, M. Osthege, A. Wendler, D. Kerkmann, H. Zunker, W. Wiechert, K. Nöh, J.H. Göbbert, B. Hagemeier, M. Riedel, M. Kühn

The Use of AI in Human Pose Estimation Applications in Kinesiology: Taxonomy of Algorithms, Models, and Evaluation Methods

D. Katović, T. Bronzin, M. Horvat, B. Prole, A. Stipić, N. Jelača, I. Pavlović, K. Pap

Microfluidic CD Fabrication for Electrochemical Analysis of pH-varied Sweat

I. Putnik, N. Petrović, K. Joseph, A. Thiha, M. Vejin, S. Kojić, G. Stojanović

Comparative Analysis of Nanopore-Based Unsupervised Learning Methods in Epitranscriptomics

I. Vujaklija, S. Biđin, M. Šikić

Respiratory Rate Estimation from a Single Lead ECG Obtained during Dental Surgery

I. Tomašić, A. Prkić, A. Lesin, D. Kalibović Govorko, I. Medvedec Mikić

A Study on Appropriate Segment Length for Generalized Cuff-less Blood Pressure Estimation from ECG Features

I. Kuzmanov, E. Zdravevski, P. Lamenski, B. Stojkoska, A. Madevska Bogdanova

Classification of Hemoglobin A1c from Long and Extra-Long Term Heart Rate Variability

A. Angjelevska, M. Gusev, S. Gjorgjieva

Leveraging Dataframe-Based Operations for Calculation of Heart Rate Variability

G. Temelkov, M. Gusev

Atrial Fibrillation Detection Using the Stars 2D Convolutional Neural Network

N. Petrovski, M. Gusev, A. Kulakov