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Harangi Balázs

Publication list

Uploaded publications:
81
Publications in DEA:
81
OA:
23
Date range:
2009-2026
2026
1.
Kupás, D., Kovács, I., Hajdu, A., Harangi, B.: Automatic screening system for conventional Pap smear analysis.
Biomed. Signal Process. Control. 124, 1-10, (article identifier: 110716), 2026.
Journal metrics:
Q1 Biomedical Engineering (2025)
Q1 Health Informatics (2025)
Q1 Signal Processing (2025)
2.
Al-Hamadani, M. N. A., Szilágyi, P., Szemán-Nagy, G., Hajdu, A., Harangi, B.: B16BL6: A public time-lapse microscopy dataset and data-centric annotation pipeline for cell and division detection.
Array. 30, 1-16, (article identifier: 100946), 2026.
Journal metrics:
Q1 Computer Science (miscellaneous) (2025)
3.
Serbán, N., Enyedi, P., Burai, P., Harangi, B.: Fusion of RGB and LiDAR Modalities for Building Footprint Extraction Using High-Resolution Aerial Imagery.
4.
Al-Hamadani, M. N. A., Szilágyi, P., AlBurai, K. I., Harangi, B.: Integrating Motorized Microscopy and YOLO-Based Deep Learning for Automated Cell Detection.
The 13th International Conference on Applied Informatics, ICAI 2026. Abstracts "Accepted by Publisher", 1-2, 2026.
5.
Al-Hamadani, M. N. A., Hadjidemetriou, S., Szemán-Nagy, G., Skourides, P. A., Hajdu, A., Harangi, B.: Unsupervised Annotation Transfer in Phase Contrast Microscopy using a CycleGAN.
Sensors. [Epub ahead of print], 1-12, 2026.
Journal metrics:
Q1 Analytical Chemistry (2025)
Q2 Atomic and Molecular Physics, and Optics (2025)
Q2 Biochemistry (2025)
Q1 Electrical and Electronic Engineering (2025)
Q2 Information Systems (2025)
Q1 Instrumentation (2025)
Q2 Medicine (miscellaneous) (2025)
2025
6.
Lakatos, I., Bogacsovics, G., Tiba, A., Priksz, D., Juhász, B., Erdélyi, R., Berényi, Z., Bácskay, I., Ujvárosy, D., Harangi, B.: AI-Driven Framework for Enhanced and Automated Behavioral Analysis in Morris Water Maze Studies.
Sensors. 25, 1-16, (article identifier: 1564), 2025.
Journal metrics:
Q1 Analytical Chemistry
Q2 Atomic and Molecular Physics, and Optics
Q2 Biochemistry
Q1 Electrical and Electronic Engineering
Q2 Information Systems
Q1 Instrumentation
Q2 Medicine (miscellaneous)
7.
AlBurai, K. I., Bajdik, B., Harangi, B.: Deep Learning-Based Classification of Diabetic Retinopathy in Corneal Confocal Microscopy Images.
In: 2025 14th International Symposium on Image and Signal Processing and Analysis (ISPA), Institute of Electrical and Electronics Engineers (IEEE), Piscataway, NJ, USA, 95-99, 2025. ISBN: 9798331577551
8.
Beregi-Kovács, M., Harangi, B., Hajdu, A., Gát, G.: Generation of Synthetic Non-Homogeneous Fog by Discretized Radiative Transfer Equation.
J. Imaging. 11 (6), 1-22, (article identifier: 196), 2025.
Journal metrics:
Q2 Computer Graphics and Computer-Aided Design
Q2 Computer Vision and Pattern Recognition
Q2 Electrical and Electronic Engineering
Q2 Radiology, Nuclear Medicine and Imaging
9.
Al-Hamadani, M. N. A., Poroszlay, R., Szemán-Nagy, G., Hajdu, A., Hadjidemetriou, S., Ferrarini, L., Harangi, B.: Improving Cell Detection and Tracking in Microscopy Images Using YOLO and an Enhanced DeepSORT Algorithm.
Sensors. 25 (14), 1-15, (article identifier: 4361), 2025.
Journal metrics:
Q1 Analytical Chemistry
Q2 Atomic and Molecular Physics, and Optics
Q2 Biochemistry
Q1 Electrical and Electronic Engineering
Q2 Information Systems
Q1 Instrumentation
Q2 Medicine (miscellaneous)
2024
10.
Katona, T., Tóth, G., Petró, M., Harangi, B.: Advanced Multi-Label Image Classification Techniques Using Ensemble Methods.
Mach. Learn. Knowl. Extr. 6 (2), 1281-1297, 2024.
Journal metrics:
Q1 Artificial Intelligence
D1 Engineering (miscellaneous)
11.
Lakatos, R., Bogacsovics, G., Harangi, B., Lakatos, I., Tiba, A., Tóth, J., Szabó, M., Hajdu, A.: A Machine Learning-Based Pipeline for the Extraction of Insights from Customer Reviews.
Big Data Cogn. Comput. 8 (3), 1-24, 2024.
Journal metrics:
Q2 Artificial Intelligence
Q1 Computer Science Applications
Q1 Information Systems
Q1 Management Information Systems
12.
Kupás, D., Hajdu, A., Kovács, I., Hargitai, Z., Szombathy, Z., Harangi, B.: Annotated Pap cell images and smear slices for cell classification.
Sci Data. 11 (1), 1-8, (article identifier: 743), 2024.
Journal metrics:
D1 Computer Science Applications
D1 Education
D1 Information Systems
D1 Library and Information Sciences
D1 Statistics and Probability
D1 Statistics, Probability and Uncertainty
13.
Bogacsovics, G., Harangi, B., Beregi-Kovács, M., Kupás, D., Lakatos, R., Serbán, N. D., Tiba, A., Tóth, J.: Assessing Conventional and Deep Learning-Based Approaches for Named Entity Recognition in Unstructured Hungarian Medical Reports.
In: 2024 IEEE 22nd World Symposium on Applied Machine Intelligence and Informatics (SAMI). Ed.: Kovács Levente, Liberios Vokorokos, IEEE, Piscataway, 77-82, 2024. ISBN: 9798350317206
14.
Bogacsovics, G., Harangi, B., Hajdu, A.: Developing diverse ensemble architectures for automatic brain tumor classification.
Multimed Tools Appl. 84 (30), 36453-36496, 2024.
Journal metrics:
Q2 Computer Networks and Communications
Q2 Hardware and Architecture
Q1 Media Technology
Q2 Software
15.
Katona, T., Tóth, G., Petró, M., Harangi, B.: Developing New Fully Connected Layers for Convolutional Neural Networks with Hyperparameter Optimization for Improved Multi-Label Image Classification.
Mathematics. 12 (6), 1-16, (article identifier: 806), 2024.
Journal metrics:
Q2 Computer Science (miscellaneous)
Q2 Engineering (miscellaneous)
Q2 Mathematics (miscellaneous)
16.
Serban, N., Kupás, D., Hajdu, A., Török, P., Harangi, B.: Distinguishing the Uterine Artery, the Ureter, and Nerves in Laparoscopic Surgical Images Using Ensembles of Binary Semantic Segmentation Networks.
Sensors. 24 (9), 1-12, (article identifier: 2926), 2024.
Journal metrics:
Q1 Analytical Chemistry
Q2 Atomic and Molecular Physics, and Optics
Q2 Biochemistry
Q2 Electrical and Electronic Engineering
Q2 Information Systems
Q1 Instrumentation
Q2 Medicine (miscellaneous)
17.
Harangi, B., Bogacsovics, G., Tóth, J., Kovács, I., Bujdosóné Dani, E., Hajdu, A.: Pixel-wise segmentation of cells in digitized Pap smear images.
Sci Data. 11 (1), 1-8, (article identifier: 733), 2024.
Journal metrics:
D1 Computer Science Applications
D1 Education
D1 Information Systems
D1 Library and Information Sciences
D1 Statistics and Probability
D1 Statistics, Probability and Uncertainty
18.
Al-Hamadani, M. N. A., Fadhel, M. A., Alzubaidi, L., Harangi, B.: Reinforcement Learning Algorithms and Applications in Healthcare and Robotics: A Comprehensive and Systematic Review.
Sensors. 24 (8), 1-42, (article identifier: 2461), 2024.
Journal metrics:
Q1 Analytical Chemistry
Q2 Atomic and Molecular Physics, and Optics
Q2 Biochemistry
Q2 Electrical and Electronic Engineering
Q2 Information Systems
Q1 Instrumentation
Q2 Medicine (miscellaneous)
2023
19.
Kovács, Á. É., Csernátony, Z., Csámer, L., Méhes, G., Szabó, D., Veres, M., Braun, M., Harangi, B., Serban, N., Zhang, L., Falk, G., Soósné Horváth, H., Manó, S.: Comparative Analysis of Bone Ingrowth in 3D-Printed Titanium Lattice Structures with Different Patterns.
Materials. 16 (10), 1-16, (article identifier: 3861), 2023.
Journal metrics:
Q2 Condensed Matter Physics
Q2 Materials Science (miscellaneous)
20.
Harangi, B., Baran, Á., Beregi-Kovács, M., Hajdu, A.: Composing Diverse Ensembles of Convolutional Neural Networks by Penalization.
Mathematics. 11 (23), 1-19, (article identifier: 4730), 2023.
Journal metrics:
Q2 Computer Science (miscellaneous)
Q2 Engineering (miscellaneous)
Q2 Mathematics (miscellaneous)
21.
Pándy, Á., Harangi, B., Hajdu, A.: Extracting Drug Names from Medical Reports.
In: IEEE 18th International Conference on Computer Science and Information Technologies (CSIT), IEEE, Piscataway, 1-4, 2023. ISBN: 9798350360462
22.
Bogacsovics, G., Harangi, B., Hajdu, A.: Increasing the diversity of ensemble members for accurate brain tumor classification.
In: 36th IEEE International Symposium on Computer-Based Medical Systems, CBMS 2023, Institute of Electrical and Electronics Engineers Inc., [s.l.], 529-534, 2023. ISBN: 9798350312249
23.
Serban, N., Harangi, B.: Localization-Enhanced Voting-based Ensemble of Semantic Segmentation Models for Cervical Polyp Segmentation.
In: 36th IEEE International Symposium on Computer-Based Medical Systems, CBMS 2023. Ed.: Sicilia R., Kane B., Almeida J. R, IEEE, Piscataway, 712-715, 2023. ISBN: 9798350312249
2022
24.
Kupás, D., Harangi, B.: Classification of Pap-smear cell images using deep convolutional neural network accelerated by hand-crafted features.
In:
25.
Bogacsovics, G., Tóth, J., Hajdu, A., Harangi, B.: Enhancing CNNs through the use of hand-crafted features in automated fundus image classification.
Biomed. Signal Process. Control. 76, 1-10, (article identifier: 103685), 2022.
Journal metrics:
Q1 Biomedical Engineering
Q1 Health Informatics
Q1 Signal Processing
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