Harangi Balázs

1.

Kupás, D., Kovács, I., Hajdu, A., Harangi, B.: Automatic screening system for conventional Pap smear analysis.
Biomed. Signal Process. Control. 124, 1-10, (cikkazonosító: 110716), 2026.

doi DEA

Folyóirat-mutatók:

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, (cikkazonosító: 100946), 2026.

doi DEA WoS Scopus

Folyóirat-mutatók:

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.
Remote Sens-Basel. 18 (12), 1-21, (cikkazonosító: 2049), 2026.

DEA

Folyóirat-mutatók:

Q1 Earth and Planetary Sciences (miscellaneous) (2025)

4.

Gafarov, I., Qasem, Z., Düzenli, K., Harangi, B., Al-Hamadani, M. N. A.: Hyperparameter-Aware Evaluation of Deep Learning Architectures for AI-Generated Image Detection.
2026 IEEE 4th Conference on Information Technology and Data Science (CITDS) Proceedings /ed. IEEE Xplore "Accepted by Publisher", 1-6, 2026.

DEA

5.

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.

doi DEA

6.

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. 26 (15), 1-12, (cikkazonosító: 4965), 2026.

DEA

Folyóirat-mutatók:

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)

7.

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, (cikkazonosító: 1564), 2025.

doi DEA WoS Scopus

Folyóirat-mutatók:

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)

8.

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

doi DEA

9.

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, (cikkazonosító: 196), 2025.

doi DEA

Folyóirat-mutatók:

Q2 Computer Graphics and Computer-Aided Design

Q2 Computer Vision and Pattern Recognition

Q2 Electrical and Electronic Engineering

Q2 Radiology, Nuclear Medicine and Imaging

10.

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, (cikkazonosító: 4361), 2025.

doi DEA

Folyóirat-mutatók:

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)

11.

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.

doi DEA WoS Scopus

Folyóirat-mutatók:

Q1 Artificial Intelligence

D1 Engineering (miscellaneous)

12.

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.

doi DEA WoS Scopus

Folyóirat-mutatók:

Q2 Artificial Intelligence

Q1 Computer Science Applications

Q1 Information Systems

Q1 Management Information Systems

13.

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, (cikkazonosító: 743), 2024.

doi DEA WoS Scopus

Folyóirat-mutatók:

D1 Computer Science Applications

D1 Education

D1 Information Systems

D1 Library and Information Sciences

D1 Statistics and Probability

D1 Statistics, Probability and Uncertainty

14.

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

doi DEA Scopus

15.

Bogacsovics, G., Harangi, B., Hajdu, A.: Developing diverse ensemble architectures for automatic brain tumor classification.
Multimed Tools Appl. 84 (30), 36453-36496, 2024.

doi DEA Scopus

Folyóirat-mutatók:

Q2 Computer Networks and Communications

Q2 Hardware and Architecture

Q1 Media Technology

Q2 Software

16.

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, (cikkazonosító: 806), 2024.

doi DEA WoS Scopus

Folyóirat-mutatók:

Q2 Computer Science (miscellaneous)

Q2 Engineering (miscellaneous)

Q2 Mathematics (miscellaneous)

17.

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, (cikkazonosító: 2926), 2024.

doi DEA WoS Scopus

Folyóirat-mutatók:

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)

18.

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, (cikkazonosító: 733), 2024.

doi DEA WoS Scopus

Folyóirat-mutatók:

D1 Computer Science Applications

D1 Education

D1 Information Systems

D1 Library and Information Sciences

D1 Statistics and Probability

D1 Statistics, Probability and Uncertainty

19.

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, (cikkazonosító: 2461), 2024.

doi DEA WoS Scopus

Folyóirat-mutatók:

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)

20.

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, (cikkazonosító: 3861), 2023.

doi DEA WoS Scopus

Folyóirat-mutatók:

Q2 Condensed Matter Physics

Q2 Materials Science (miscellaneous)

21.

Harangi, B., Baran, Á., Beregi-Kovács, M., Hajdu, A.: Composing Diverse Ensembles of Convolutional Neural Networks by Penalization.
Mathematics. 11 (23), 1-19, (cikkazonosító: 4730), 2023.

doi DEA Scopus

Folyóirat-mutatók:

Q2 Computer Science (miscellaneous)

Q2 Engineering (miscellaneous)

Q2 Mathematics (miscellaneous)

22.

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

DEA

23.

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

doi DEA WoS Scopus

24.

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

doi DEA WoS Scopus

25.

Kupás, D., Harangi, B.: Classification of Pap-smear cell images using deep convolutional neural network accelerated by hand-crafted features.
In:

doi DEA Scopus