Balázs Harangi

Publication Activity (10 Years)

Years Active: 2010-2024
Publications (10 Years): 30

Top Topics

Top Venues

Publications

Mokhaled N. A. Al-Hamadani, Mohammed A. Fadhel, Laith Alzubaidi, Balázs Harangi
Reinforcement Learning Algorithms and Applications in Healthcare and Robotics: A Comprehensive and Systematic Review. Sensors 24 (8) (2024)
Norbert Serban, David Kupas, András Hajdu, Peter Torok, Balázs Harangi
Distinguishing the Uterine Artery, the Ureter, and Nerves in Laparoscopic Surgical Images Using Ensembles of Binary Semantic Segmentation Networks. Sensors 24 (9) (2024)
Robert Lakatos, Gergo Bogacsovics, Balázs Harangi, István Lakatos, Attila Tiba, János Tóth, Marianna Szabo, András Hajdu
A Machine Learning-Based Pipeline for the Extraction of Insights from Customer Reviews. Big Data Cogn. Comput. 8 (3) (2024)
Tamás Katona, Gábor Tóth, Mátyás Petró, Balázs Harangi
Advanced Multi-Label Image Classification Techniques Using Ensemble Methods. Mach. Learn. Knowl. Extr. 6 (2) (2024)
Arpad Pandy, Balázs Harangi, András Hajdu
Extracting Drug Names from Medical Reports. CSIT (2023)
Gergo Bogacsovics, Balázs Harangi, András Hajdu
Increasing the diversity of ensemble members for accurate brain tumor classification. CBMS (2023)
Arpad Pandy, Balázs Harangi, András Hajdu
Extracting Drug Names From Medical Reports. CSIT (2023)
Norbert Serban, Balázs Harangi
Localization-Enhanced Voting-based Ensemble of Semantic Segmentation Models for Cervical Polyp Segmentation. CBMS (2023)
Robert Lakatos, Gergo Bogacsovics, Balázs Harangi, István Lakatos, Attila Tiba, János Tóth, Marianna Szabo, András Hajdu
A Cloud-based Machine Learning Pipeline for the Efficient Extraction of Insights from Customer Reviews. CoRR (2023)
David Kupas, Balázs Harangi
Classification of Pap-smear cell images using deep convolutional neural network accelerated by hand-crafted features. EMBC (2022)
Gergo Bogacsovics, János Tóth, András Hajdu, Balázs Harangi
Enhancing CNNs through the use of hand-crafted features in automated fundus image classification. Biomed. Signal Process. Control. 76 (2022)
David Kupas, Balázs Harangi
Solving the problem of imbalanced dataset with synthetic image generation for cell classification using deep learning. EMBC (2021)
Istvan Lakatos, András Hajdu, Balázs Harangi
Molecule Classification Using Visualization and Convolutional Neural Network. ISBI (2021)
Balázs Harangi, Agnes Baran, András Hajdu
Assisted deep learning framework for multi-class skin lesion classification considering a binary classification support. Biomed. Signal Process. Control. 62 (2020)
Balázs Harangi, János Tóth, Gergo Bogacsovics, David Kupas, Laszlo Kovacs, András Hajdu
Cell detection on digitized Pap smear images using ensemble of conventional image processing and deep learning techniques. ISPA (2019)
David Kupas, Peter Torok, András Hajdu, Balázs Harangi
Visualization of Fibroid in Laparoscopy Videos using Ultrasound Image Segmentation and Augmented Reality. ISPA (2019)
János Tóth, Tibor Péter Kapusi, Balázs Harangi, Henrietta Tomán, András Hajdu
Accelerating the Optimization of a Segmentation Ensemble using Image Pyramids. ISPA (2019)
Balázs Harangi, János Tóth, Agnes Baran, András Hajdu
Automatic screening of fundus images using a combination of convolutional neural network and hand-crafted features. EMBC (2019)
Balázs Harangi
Skin lesion classification with ensembles of deep convolutional neural networks. J. Biomed. Informatics 86 (2018)
Balázs Harangi, János Tóth, András Hajdu
Fusion of Deep Convolutional Neural Networks for Microaneurysm Detection in Color Fundus Images. EMBC (2018)
Péter Burai, András Hajdu, Felipe-Riveron Edgardo Manuel, Balázs Harangi
Segmentation of the uterine wall by an ensemble of fully convolutional neural networks. EMBC (2018)
Balázs Harangi, Agnes Baran, András Hajdu
Classification Of Skin Lesions Using An Ensemble Of Deep Neural Networks. EMBC (2018)
Péter Burai, Balázs Harangi
Pixelwise segmentation of uterine wall in endoscopic video frame using convolutional neural networks. ISPA (2017)
Melinda Pap, Balázs Harangi, András Hajdu
Automatic Pigment Network Classification Using a Combination of Classical Texture Descriptors and CNN Features. CBMS (2017)
Balázs Harangi
Skin lesion detection based on an ensemble of deep convolutional neural network. CoRR (2017)
David Kupas, Balázs Harangi, Gyorgy Czifra, Gabor Andrassy
Decision support system for the diagnosis of neurological disorders based on gaze tracking. ISPA (2017)
Balázs Harangi, András Hajdu, Rudolf Lampe, Peter Torok
Differentiating ureter and arteries in the pelvic via endoscope using deep neural network. ISPA (2017)
Balázs Harangi, András Hajdu, Rudolf Lampe, Peter Torok
Recognizing Ureter and Uterine Artery in Endoscopic Images Using a Convolutional Neural Network. CBMS (2017)
Attila Tiba, Balázs Harangi, András Hajdu
Efficient texture regularity estimation for second order statistical descriptors. ISPA (2017)
András Hajdu, Balázs Harangi, Renátó Besenczi, István Lázár, G. Emri, Lajos Hajdu, Robert Tijdeman
Measuring regularity of network patterns by grid approximations using the LLL algorithm. ICPR (2016)
Balázs Harangi, András Hajdu
Detection of the optic disc in fundus images by combining probability models. Comput. Biol. Medicine 65 (2015)
János Tóth, Lorant Bartha, Tamás Szabó, István Lázár, Balázs Harangi, András Hajdu
An online application for storing, analyzing, and sharing dermatological data. CogInfoCom (2015)
Renátó Besenczi, Kristof Szitha, Balázs Harangi, Adrienne Csutak, András Hajdu
Automatic optic disc and optic cup detection in retinal images acquired by mobile phone. ISPA (2015)
János Tóth, Laszlo Kovacs, Balázs Harangi, Csaba Kiss, Andras Mohacsi, Zoltan Orosz, András Hajdu
An online system for algorithm benchmarking. CogInfoCom (2014)
Balázs Harangi, András Hajdu
Automatic exudate detection by fusing multiple active contours and regionwise classification. Comput. Biol. Medicine 54 (2014)
Balázs Harangi, András Hajdu
Detection of exudates in fundus images using a Markovian segmentation model. EMBC (2014)
János Tóth, Laszlo Kovacs, Balázs Harangi, Csaba Kiss, Andras Mohacsi, Zoltan Orosz, András Hajdu
An online benchmark system for image processing algorithms. CogInfoCom (2014)
Balázs Harangi, András Hajdu
Improving automatic exudate detection based on the fusion of the results of multiple active contours. ISBI (2013)
Balázs Harangi, István Lázár, András Hajdu
Automatic exudate detection using active contour model and regionwise classification. EMBC (2012)
Balázs Harangi, Bálint Antal, András Hajdu
Automatic exudate detection with improved Naïve-Bayes classifier. CBMS (2012)
Rashid Jalal Qureshi, Laszlo Kovacs, Balázs Harangi, Brigitta Nagy, Tünde Petö, András Hajdu
Combining algorithms for automatic detection of optic disc and macula in fundus images. Comput. Vis. Image Underst. 116 (1) (2012)
Balázs Harangi, András Hajdu
Improving the accuracy of optic disc detection by finding maximal weighted clique of multiple candidates of individual detectors. ISBI (2012)
Brigitta Nagy, Balázs Harangi, Bálint Antal, András Hajdu
Ensemble-based exudate detection in color fundus images. ISPA (2011)
Balázs Harangi, Rashid Jalal Qureshi, Adrienne Csutak, Tünde Petö, András Hajdu
Automatic detection of the optic disc using majority voting in a collection of optic disc detectors. ISBI (2010)