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ORCIDJan Vrba 0001
Person information
- affiliation: University of Chemistry and Technology Prague, Faculty of Chemical Engineering, Prague, Czech Republic
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- Jan Vrba — disambiguation page
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2020 – today
- 2026
[j7]Jan Vrba
, Jakub Steinbach, Tomás Jirsa, Noriyasu Homma:
Feature scaling induced data leakage quantification in machine learning-based voice pathology detection. Appl. Soft Comput. 199: 115349 (2026)- [j6]Tianyu Zeng, Yuwen Zeng, Zhang Zhang, Xiaoyong Zhang, Kei Ichiji, Shuo-Yan Chou, Ivo Bukovsky, Jan Vrba, Noriyasu Homma:
Bilateral Information-Guided Diagnosis of Breast Masses in Mammography Using Vision Transformer. IEEE J. Biomed. Health Informatics 30(5): 4226-4237 (2026) - [i2]Ruili Li, Jiayi Ding, Ruiyu Li, Yilun Jin, Shiwen Ge, Yuwen Zeng, Xiaoyong Zhang, Eichi Takaya, Jan Vrba, Noriyasu Homma:
A Semi-Supervised Framework for Breast Ultrasound Segmentation with Training-Free Pseudo-Label Generation and Label Refinement. CoRR abs/2603.06167 (2026) - 2025
- [c7]Jan Vrba, Jakub Steinbach, Tomás Jirsa, Zuzana Urbániová:
Towards a Digital Twin for Voice Pathology: Analyzing Microphone Effects on Acoustic Feature Extraction. KES 2025: 4988-4996 - 2024
- [c6]Jakub Steinbach, Jan Vrba, Tomás Jirsa, Matous Cejnek, Zuzana Urbániová:
Comparative Analysis of YOLO-based Models for Vocal Cord Segmentation in Laryngoscopic Images. KES 2024: 4998-5006 - [c5]Jan Vrba, Jakub Steinbach, Matous Cejnek, Tomás Jirsa, Zuzana Urbániová:
Application of Deep Learning Models for Vocal Cords Detection in Laryngoscopic Imagery. KES 2024: 5007-5016 - [c4]Tomás Jirsa, Laura Verde, Fiammetta Marulli, Stefano Marrone, Jan Vrba:
Improving Voice Pathology Classification Using Artificial Data Generation. KES 2024: 5175-5184 - [i1]Jan Vrba, Jakub Steinbach, Tomás Jirsa, Laura Verde, Roberta De Fazio, Noriyasu Homma, Yuwen Zeng, Key Ichiji, Lukas Hajek, Zuzana Sedlakova, Jan Mares:
Reproducible Machine Learning-based Voice Pathology Detection: Introducing the Pitch Difference Feature. CoRR abs/2410.10537 (2024) - 2023
- [j5]Jindrich Kropacek, Charlie Maslen, Bertjan van Dijk, Agustin Iniguez-Rabago, Johannes T. B. Overvelde, Alexandr Zubov, Jan Vrba, Petr Cigler, Frantisek Stepánek, Ivan Rehor:
Hydrogel Microrobots Self-Assembled into Ordered Structures with Programmable Actuation. Adv. Intell. Syst. 5(9) (2023) - 2022
- [j4]Matous Cejnek, Jan Vrba:
Padasip: An open-source Python toolbox for adaptive filtering. J. Comput. Sci. 65: 101887 (2022) - 2021
- [j3]Jan Vrba, Matous Cejnek, Jakub Steinbach, Zuzana Krbcova:
A Machine Learning Approach for Gearbox System Fault Diagnosis. Entropy 23(9): 1130 (2021) - [j2]Jan Vrba, Charlie Maslen, Jana Maxová, Jan Duras, Ivan Rehor, Jan Mares:
An automated platform for assembling light-powered hydrogel microrobots and their subsequent chemical binding. J. Comput. Sci. 55: 101446 (2021) - 2020
- [j1]Jan Vrba, Jan Mares:
Introduction to Extreme Seeking Entropy. Entropy 22(1): 93 (2020) - [c3]Jan Vrba, Charlie Maslen, Ivan Rehor, Jan Mares:
An Automated Platform for Microrobot Manipulation. SOCO 2020: 255-265
2010 – 2019
- 2016
- [c2]Ivo Bukovsky, Matous Cejnek, Jan Vrba, Noriyasu Homma:
Study of Learning Entropy for onset detection of epileptic seizures in EEG time series. IJCNN 2016: 3302-3305 - [c1]Matej Mojzes, Martin Klimt, Jaromír Kukal, Ivo Bukovsky, Jan Vrba, Jan Pitel:
Feature selection via competitive levy flights. IJCNN 2016: 3731-3736
Coauthor Index
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