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)

PAPERS

ZNANOST O PODACIMA

Artificial Intelligence, Machine Learning & Expert Systems

From Artificial to Anorganic Intelligence

Z. Šojat, K. Skala

Apparent vs Genuine Stability in PU Feature Selection

M. Mihova, L. Neloska, P. Georgiev

Predicting Biogas Characteristics and Production Dynamics Using Machine Learning

I. Cvrk, L. Čupić, M. Sužnjević

Comparison of the Segment Anything Model and U-Net-Based Architectures for Retinal Fluid Segmentation Using the AROI Dataset

M. Melinščak

Semantic Segmentation for Automated Identification of Bacterial Colonies

M. Mikulić, A. Robek, J. Stergar, M. Modic, M. Milanič, I. Štajduhar

High-Performance Computing, Computational Modeling, Simulations & Bioinformatics

Biomedical Applications Leveraging AI-Oriented HPC Infrastructures and Federated Learning Methods in EuroHPC AI Factory Ecosystems
C.S. Barakat, K. Athar, S.J. Fritsch, M. Riedel

Performance and Portability of a Particle-in-Cell Code on Heterogeneous CPU–GPU Systems
I. Vasileska, P. Tomšič, L. Kos

Meshless h-Adaptive Solution for Non-Newtonian Natural Convection in a Differentially Heated Cavity
M. Rot, G. Kosec

Position-Aware k-mer Categorization for Oxford Nanopore Sequencing Reads
F. Tomas, M. Šikić

Numerical Modeling of Fluid Flow in a Shallow Stream – Towards Studying Microplastics Transport in Aqueous Environments
D. Strzelczyk, B. Klun, M. Rot, G. Kalčíkov, G. Kosec 

BIOMEDICINSKO INŽENJERSTVO

Deep Learning & Federated Approaches in Clinical Applications

Optimizing Visual Feature Extraction in Multimodal Transformers for Neuroimaging Classification

T. Kostova, S. Gievska

Relational Deep Learning for Clinical Outcomes

N. Naseva, M. Toshevska, S. Gievska

From Centralized to Federated Learning: Communication-Efficient Training of Clinical Risk Models

E. Guberović, H. Ivandić, B. Pervan

FedIA: A Lightweight Federated Learning Framework for Multi-Class Chest X-Ray Classification in Heterogeneous Environments

A. Dali, A. Fotouhi, T. Metral

Exploring Telemedicine Patient Trajectories: An Integrated Approach Using LLM Text Analysis and Similarity-Based Profiling

O. Czimbalmos, A. Pálfi, Z. Szántó, T. Szűcs, B. Raffael, G. Iglói, I. Kósa, G. Kőrösi

Biosignal Processing, Bioinformatics & Human Modeling

Development of an Artificial Human Circulatory System for Flow Simulation And Measurements

M. Kozlovszky, L. Major, I. Kiss, C. Kocsis, I.P. Balsai 

Statistical and Graphical Analysis of Facial Muscle Symmetry Using Bilateral Surface Electromyography 

A. Ilić, L. Milić, B. Petrović, V. Štrbac, L. Adamov, S. Kojić, G. Stojanović

Frameworks and Key Concepts for Developing Personalized Reference Models in Human Pose Estimation

D. Katović, T. Bronzin, D. Adamec, B. Prole, A. Stipić, J. Ćelić, D. Matek, M. Horvat

Detecting Student Stress through Keystroke Patterns in Programming Assignments

L. Pavić, A. Mutka, D. Tolić, A. Havelka Meštrović, M. Žagar

Cardiac & Cardiovascular Signal Analysis

Evaluating the Trade-off between Predictive Performance and Model Fairness in Sudden Cardiac Death Risk Stratification

H. Ivandić, B. Pervan, J. Knezović, M. Puljević, A. Jović

Explainable Artificial Intelligence Techniques for the Transformer-Based Heart Language Model Finetuned for Detection of Atrial Fibrillation

A. Angjelevska, M. Micevska, M. Gusev, E. Zdravevski 

Evaluation of Emotion Recognition in ECG Using Morphological Features

M. Madabhushi, S. Banik, R. Swaminathan

Measuring Performance of Heartbeat Clustering on IoT and Post-Cloud Architectures

S. Tudjarski, M. Gusev, B. Risteska Stojkoska, A. Stankovski