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)

Program Committee:
Dragi Kocev (Jožef Stefan Institute, Ljubljana, Slovenia)
Panče Panov (Jožef Stefan Institute, Ljubljana, Slovenia)
Dario Živković (Ruđer Bošković Institute, Zagreb, Croatia)
Matjaž Depolli (Jožef Stefan Institute, Ljubljana, Slovenia)
Nikola Simidjievski (Jožef Stefan Institute, Ljubljana, Slovenia)
Igor Čavrak (University of Zagreb, Croatia)
Stjepan Begušić (University of Zagreb, Croatia)
Krunoslav Puljić (University of Zagreb, Croatia)
Ivan Tomašić (Mälardalen University, Västerås, Sweden)
Roman Trobec (Jožef Stefan Institute, Ljubljana, Slovenia)
Viktor Avbelj (Jožef Stefan Institute, Ljubljana, Slovenia)
Vojko Jazbinšek (University of Ljubljana, Slovenia)
Karolj Skala (Ruđer Bošković Institute, Zagreb, Croatia)
Aleksandra Rashkovska Koceva (Jožef Stefan Institute, Ljubljana, Slovenia)
Davor Davidović (Ruđer Bošković Institute, Zagreb, Croatia)

PAPERS

DATA SCIENCE

Issues with Accurate Boundary Representation in Oversampled Meshless Methods

G. Golob, M. Rot, G. Kosec 

A Numerical Study of Combining RBF Interpolation and Finite Differences to Approximate Differential Operators

A. Rogan, A. Kolar-Požun, G. Kosec 

Fluid Velocity Optimization in a Computational Lab-on-Chip Model for Cellular Analysis

N. Malivuk, A. Ilić, I. Putnik, L. Milić, B. Petrović, S. Kojić  

In Silico Optimization of Scaffolds for Skeletal Muscle Tissue Engineering 

A. Ilić, N. Malivuk, L. Milić, F. Mrkić, B. Petrović, S. Kojić 

Structured Overview of the Similarity Metrics Commonly Used in 3D Skeleton-Based Re-Identification Studies

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

Accelerating Sheath Particle-in-Cell Simulations with StarPU

 I. Vasileska, P. Tomšič, L. Kos 

Improving Transparency and Accessibility in the Academic Publication Process on EBSI Network

V. Bojović, B. Kolarek, D. Davidović, Z. Šojat, K. Skala 

Prediction of Wind Direction Variability in Dynamic Thermal Rating with Decision Trees

N. Mlinarič Hribar, A. Rashkovska Koceva, G. Kosec 

Predictive Modeling of Correlation And Volatility in Multivariate Financial Time Series

F. Aleksić, M. Papak, S. Begušić 

Improving Surface Soil Moisture Estimation with Distributed Deep Learning and HPC

T. Curtis, M. Riedel, H. Neukirchen, J. Busch, C. Montzka, M. Aach, R. Hassanian, C. Barakat 

In Vitro Visualization of Bacterial Colonies by Optical Coherence Tomography

A. Robek, J. Stergar, M. Modic, Č. Keber, T. Tomanič, I. Štajduhar, M. Milanič 

Currency Matrices for the Visual Analysis of Currency Correlations

M. Burch, M. Barbosa, M. Schmid 

Analyzing Player Types in Football

M. Burch, S. Dannehl

BIOMEDICAL ENGINEERING

Enhancing Interpretability in Retinal OCT Analysis Using Grad-CAM: A Study on the AROI Dataset

M. Melinščak 

Gene Age Prediction is Robust to False Homology 

A. Ribarić, T. Domazet-Lošo, M. Domazet-Lošo 

Accelerating Marker Gene Selection in scrna-seq

B. Borozan, L. Borozan, T. Prusina, J. Maltar, D. Matijević, S. Canzar

Bridging Gaps in Ligand Binding Affinity Prediction: Empirical Machine Learning Analyses 

F. Fetaji, S. Gievska, K. Trivodaliev

Graph and Convolutional Methods for Advancing Ligand Binding Affinity Modeling in Drug Research

F. Fetaji, S. Gievska, S. Kalajdziski 

A Data Science Perspective for the Effective Selective Breeding Process to Produce Striking Behavioral Differences Between Two Rat Substrains During Several Generations

O. Czimbalmos, G. Korosi, G. Kekesi, G. Horvath

Non-Destructive Phenotyping of Duckweed Using Segment Anything Model

L.J. Pušlar, U. Putar, J. Novak , F. Strniša, G. Kalčikova, M. Depolli

Super-Resolution of DermaMNIST Images Using Deep Learning Models

M. Kapo, E. Buza, A. Akagić 

Leveraging Vision Transformers  with Hyperparameter Optimization for the Classification of Acute Respiratory Distress Syndrome

J.S. Busch, C.S. Barakat, T. Pauli, S. Fonck, A. Stollenwerk, S.J. Fritsch, M. Riedel 

Analog Frontend for Capacitive Electrodes in Biomedical Applications 

A. Stanešić, L. Klaić, D. Cindrić, M. Cifrek 

Optimized Synthesis of 12-Lead ECG from Bipolar Torso Leads 

I. Tomašić, N. Tomašić 

Preliminary Results on Automated Binary Classification of Congenital Heart Defects in Fetal Ultrasound Images Using Deep Learning Algorithm

K. Ćaleta, A. Šarčević, J. Božek, M. Horvat, I. Zmijanović 

Improving Atrial Fibrillation Detection with Machine Learning Models

S. Tudjarski, M. Gusev, A. Madevska Bogdanova, A. Stankovski 

Hybrid Deep Learning Architectures for Multi-Modal AI-Driven Breast Cancer Detection: A Comparative Analysis of Computational Efficiency and Diagnostic Accuracy 

E. Dupljak, E. Domazet