Works by Štajduhar, Ivan

Results: 28

Estimation of Missing DICOM Windowing Parameters in High-Dynamic-Range Radiographs Using Deep Learning.

Published in:

Mathematics (2227-7390), 2025, v. 13, n. 10, p. 1596, doi. 10.3390/math13101596

By:

Napravnik, Mateja;
Bakotić, Natali;
Hržić, Franko;
Miletić, Damir;
Štajduhar, Ivan

Publication type:

Article

Skin Lesion Classification in Head and Neck Cancers Using Tissue Index Images Derived from Hyperspectral Imaging.

Published in:

Cancers, 2025, v. 17, n. 10, p. 1622, doi. 10.3390/cancers17101622

By:

Hoxha, Doruntina;
Krt, Aljoša;
Stergar, Jošt;
Tomanič, Tadej;
Grošelj, Aleš;
Štajduhar, Ivan;
Serša, Gregor;
Milanič, Matija

Publication type:

Article

Exploring the Impact of the Perceived Cognitive Load on the Physical Performance in Soccer.

Published in:

Electrotechnical Review / Elektrotehniski Vestnik, 2024, v. 91, n. 3, p. 108

By:

Skoki, Arian;
Anić, Petra;
Ljubić, Sandi;
Naglić, Aris;
Lerga, Jonatan;
Štajduhar, Ivan

Publication type:

Article

Predicting stress–strain behavior of carbon nanotubes using neural networks.

Published in:

Neural Computing & Applications, 2022, v. 34, n. 20, p. 17821, doi. 10.1007/s00521-022-07430-y

By:

Košmerl, Valentina;
Štajduhar, Ivan;
Čanađija, Marko

Publication type:

Article

Transversal skills in applied Artificial Intelligence - the case of the financial sector.

Published in:

e-mentor, 2024, v. 104, n. 2, p. 82, doi. 10.15219/em104.1658

By:

Kujundziski, Aleksandra Porjazoska;
Domazet, Ervin;
Kamberaj, Hiqmet;
Rahmani, Damir;
Feta, Amra Abazi;
Valverde, Francisco Lopez;
Rojas, Sergio Gálvez;
Petlenkov, Eduard;
Vassiljeva, Kristina;
Štajduhar, Ivan;
Hagen, Tobias;
Gradišek, Anton;
Zidanšek, Aleksander

Publication type:

Article

Cast suppression in radiographs by generative adversarial networks.

Published in:

2021

By:

Hržić, Franko;
Žužić, Ivana;
Tschauner, Sebastian;
Štajduhar, Ivan

Publication type:

journal article

Casting Microstructure Inspection Using Computer Vision: Dendrite Spacing in Aluminum Alloys.

Published in:

Metals (2075-4701), 2021, v. 11, n. 5, p. 756, doi. 10.3390/met11050756

By:

Nikolić, Filip;
Štajduhar, Ivan;
Čanađija, Marko;
Testani, Claudio

Publication type:

Article

Building RadiologyNET: an unsupervised approach to annotating a large-scale multimodal medical database.

Published in:

BioData Mining, 2024, v. 17, n. 1, p. 1, doi. 10.1186/s13040-024-00373-1

By:

Napravnik, Mateja;
Hržić, Franko;
Tschauner, Sebastian;
Štajduhar, Ivan

Publication type:

Article

Fracture Recognition in Paediatric Wrist Radiographs: An Object Detection Approach.

Published in:

Mathematics (2227-7390), 2022, v. 10, n. 16, p. 2939, doi. 10.3390/math10162939

By:

Hržić, Franko;
Tschauner, Sebastian;
Sorantin, Erich;
Štajduhar, Ivan

Publication type:

Article

The Choice of Time–Frequency Representations of Non-Stationary Signals Affects Machine Learning Model Accuracy: A Case Study on Earthquake Detection from LEN-DB Data.

Published in:

Mathematics (2227-7390), 2022, v. 10, n. 6, p. 965, doi. 10.3390/math10060965

By:

Njirjak, Marko;
Otović, Erik;
Jozinović, Dario;
Lerga, Jonatan;
Mauša, Goran;
Michelini, Alberto;
Štajduhar, Ivan

Publication type:

Article

Modeling Uncertainty in Fracture Age Estimation from Pediatric Wrist Radiographs.

Published in:

Mathematics (2227-7390), 2021, v. 9, n. 24, p. 3227, doi. 10.3390/math9243227

By:

Hržić, Franko;
Janisch, Michael;
Štajduhar, Ivan;
Lerga, Jonatan;
Sorantin, Erich;
Tschauner, Sebastian

Publication type:

Article

Casting Defects Detection in Aluminum Alloys Using Deep Learning: a Classification Approach.

Published in:

International Journal of Metalcasting, 2023, v. 17, n. 1, p. 386, doi. 10.1007/s40962-022-00777-x

By:

Nikolić, Filip;
Štajduhar, Ivan;
Čanađija, Marko

Publication type:

Article

Robust estimation of skin physiological parameters from hyperspectral images using Bayesian neural networks.

Published in:

Journal of Biomedical Optics, 2025, v. 30, n. 1, p. 1, doi. 10.1117/1.JBO.30.1.016004

By:

Manojlović, Teo;
Tomanič, Tadej;
Štajduhar, Ivan;
Milanič, Matija

Publication type:

Article

Development of a building simulation model for indoor temperature prediction and HVAC system anomaly detection.

Published in:

Journal of Energy Systems, 2023, v. 7, n. 4, p. 339, doi. 10.30521/jes.1251339

By:

Palaić, Darko;
Štajduhar, Ivan;
Ljubic, Sandi;
Matetić, Iva;
Wolf, Igor

Publication type:

Article

Enhancing Biophysical Muscle Fatigue Model in the Dynamic Context of Soccer.

Published in:

Sensors (14248220), 2024, v. 24, n. 24, p. 8128, doi. 10.3390/s24248128

By:

Skoki, Arian;
Ivić, Stefan;
Ljubic, Sandi;
Lerga, Jonatan;
Štajduhar, Ivan

Publication type:

Article

Building Individual Player Performance Profiles According to Pre-Game Expectations and Goal Difference in Soccer.

Published in:

Sensors (14248220), 2024, v. 24, n. 5, p. 1700, doi. 10.3390/s24051700

By:

Skoki, Arian;
Gašparović, Boris;
Ivić, Stefan;
Lerga, Jonatan;
Štajduhar, Ivan

Publication type:

Article

Improving the Efficiency of Fan Coil Units in Hotel Buildings through Deep-Learning-Based Fault Detection.

Published in:

Sensors (14248220), 2023, v. 23, n. 15, p. 6717, doi. 10.3390/s23156717

By:

Matetić, Iva;
Štajduhar, Ivan;
Wolf, Igor;
Ljubic, Sandi

Publication type:

Article

A Review of Data-Driven Approaches and Techniques for Fault Detection and Diagnosis in HVAC Systems.

Published in:

2023

By:

Matetić, Iva;
Štajduhar, Ivan;
Wolf, Igor;
Ljubic, Sandi

Publication type:

Literature Review

Extended Energy-Expenditure Model in Soccer: Evaluating Player Performance in the Context of the Game.

Published in:

Sensors (14248220), 2022, v. 22, n. 24, p. 9842, doi. 10.3390/s22249842

By:

Skoki, Arian;
Rossi, Alessio;
Cintia, Paolo;
Pappalardo, Luca;
Štajduhar, Ivan

Publication type:

Article

Augmenting Around-Device Interaction by Geomagnetic Field Built-in Sensor Utilization.

Published in:

Sensors (14248220), 2021, v. 21, n. 9, p. 3087, doi. 10.3390/s21093087

By:

Ljubic, Sandi;
Hržić, Franko;
Salkanovic, Alen;
Štajduhar, Ivan;
Podržaj, Primož

Publication type:

Article

Deep Learning for Feature Extraction in Remote Sensing: A Case-Study of Aerial Scene Classification.

Published in:

Sensors (14248220), 2020, v. 20, n. 14, p. 3906, doi. 10.3390/s20143906

By:

Petrovska, Biserka;
Zdravevski, Eftim;
Lameski, Petre;
Corizzo, Roberto;
Štajduhar, Ivan;
Lerga, Jonatan

Publication type:

Article

Local-Entropy Based Approach for X-Ray Image Segmentation and Fracture Detection.

Published in:

Entropy, 2019, v. 21, n. 4, p. 338, doi. 10.3390/e21040338

By:

Hržić, Franko;
Štajduhar, Ivan;
Tschauner, Sebastian;
Sorantin, Erich;
Lerga, Jonatan

Publication type:

Article

Adaptive filtering and analysis of EEG signals in the time-frequency domain based on the local entropy.

Published in:

EURASIP Journal on Advances in Signal Processing, 2020, v. 2020, n. 1, p. 1, doi. 10.1186/s13634-020-00667-6

By:

Madhale Jadav, Guruprasad;
Lerga, Jonatan;
Štajduhar, Ivan

Publication type:

Article

Deep Semi-Supervised Algorithm for Learning Cluster-Oriented Representations of Medical Images Using Partially Observable DICOM Tags and Images.

Published in:

Diagnostics (2075-4418), 2021, v. 11, n. 10, p. 1920, doi. 10.3390/diagnostics11101920

By:

Manojlović, Teo;
Štajduhar, Ivan

Publication type:

Article

Automatic Annotation of Narrative Radiology Reports.

Published in:

Diagnostics (2075-4418), 2020, v. 10, n. 4, p. 196, doi. 10.3390/diagnostics10040196

By:

Krsnik, Ivan;
Glavaš, Goran;
Krsnik, Marina;
Miletić, Damir;
Štajduhar, Ivan

Publication type:

Article

Balancing Performance and Interpretability in Medical Image Analysis: Case study of Osteopenia.

Published in:

Journal of Imaging Informatics in Medicine, 2025, v. 38, n. 1, p. 177, doi. 10.1007/s10278-024-01194-8

By:

Mikulić, Mateo;
Vičević, Dominik;
Nagy, Eszter;
Napravnik, Mateja;
Štajduhar, Ivan;
Tschauner, Sebastian;
Hržić, Franko

Publication type:

Article

Development, Calibration, and Validation of a Simulation Model for Indoor Temperature Prediction and HVAC System Fault Detection.

Published in:

Buildings (2075-5309), 2023, v. 13, n. 6, p. 1388, doi. 10.3390/buildings13061388

By:

Palaić, Darko;
Štajduhar, Ivan;
Ljubic, Sandi;
Wolf, Igor

Publication type:

Article

Revolutionizing Soccer Injury Management: Predicting Muscle Injury Recovery Time Using ML.

Published in:

Applied Sciences (2076-3417), 2023, v. 13, n. 10, p. 6222, doi. 10.3390/app13106222

By:

Skoki, Arian;
Napravnik, Mateja;
Polonijo, Marin;
Štajduhar, Ivan;
Lerga, Jonatan

Publication type:

Article