Radim Burget

Orcid: 0000-0003-1849-5390

According to our database1, Radim Burget authored at least 123 papers between 2007 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2024
Detection of post-COVID-19-related pulmonary diseases in X-ray images using Vision Transformer-based neural network.
Biomed. Signal Process. Control., January, 2024

2023
EyeDeep-Net: a multi-class diagnosis of retinal diseases using deep neural network.
Neural Comput. Appl., May, 2023

AI-Enhanced Mental Health Diagnosis: Leveraging Transformers for Early Detection of Depression Tendency in Textual Data.
Proceedings of the 15th International Congress on Ultra Modern Telecommunications and Control Systems and Workshops, 2023

DMRBNet: Dilated Multi-Scale Residual Block-Based Deep Network for Detection of Breast Cancer from MRI Images.
Proceedings of the 15th International Congress on Ultra Modern Telecommunications and Control Systems and Workshops, 2023

Attention-Based Multiscale Deep Neural Network for Diagnosis of Polycystic Ovary Syndrome Using Ovarian Ultrasound Images.
Proceedings of the 15th International Congress on Ultra Modern Telecommunications and Control Systems and Workshops, 2023

CovidStopHospital: e-Health Service for X-Ray-Based COVID-19 Classification and Radiologist-Assisted Dataset Creation.
Proceedings of the 15th International Congress on Ultra Modern Telecommunications and Control Systems and Workshops, 2023

Multi-Head Attention-Based Transfer Learning Approach for Porato Disease Detection.
Proceedings of the 15th International Congress on Ultra Modern Telecommunications and Control Systems and Workshops, 2023

Unveiling the Smell Inspector and Machine Learning Methods for Smell Recognition.
Proceedings of the 15th International Congress on Ultra Modern Telecommunications and Control Systems and Workshops, 2023

Forensic Comparison of Soil Particles Using Gaussian Mixture Models and Likelihood Ratio Test.
Proceedings of the 15th International Congress on Ultra Modern Telecommunications and Control Systems and Workshops, 2023

From Segmentation to Clustering: Advancing Algorithms for Grouping Microbial Colonies on Agar Plates.
Proceedings of the 15th International Congress on Ultra Modern Telecommunications and Control Systems and Workshops, 2023

Plant Disease Identification Using a Dual Self-Attention Modified Residual-Inception Network.
Proceedings of the 15th International Congress on Ultra Modern Telecommunications and Control Systems and Workshops, 2023

Multi-scale Attention Network for Early Detection of Alzheimer's Disease from MRI images.
Proceedings of the 15th International Congress on Ultra Modern Telecommunications and Control Systems and Workshops, 2023

2022
A vision transformer based approach for analysis of plasmodium vivax life cycle for malaria prediction using thin blood smear microscopic images.
Comput. Methods Programs Biomed., 2022

Cardi-Net: A deep neural network for classification of cardiac disease using phonocardiogram signal.
Comput. Methods Programs Biomed., 2022

1D-FHRNet: Automatic Diagnosis of Fetal Acidosis from Fetal Heart Rate Signals.
Biomed. Signal Process. Control., 2022

A Shallow Convolution Neural Network for Predicting Lung Cancer Through Analysis of Histopathological Tissue Images.
Proceedings of the 45th International Conference on Telecommunications and Signal Processing, 2022

Deep Learning Based Gastro Intestinal Disease Analysis Using Wireless Capsule Endoscopy Images.
Proceedings of the 45th International Conference on Telecommunications and Signal Processing, 2022

Osteo-Net: A Robust Deep Learning-Based Diagnosis of Osteoporosis Using X-ray images.
Proceedings of the 45th International Conference on Telecommunications and Signal Processing, 2022

Machine-learning Approach to Microbial Colony Localisation.
Proceedings of the 45th International Conference on Telecommunications and Signal Processing, 2022

Deep Learning-based Classification of Viruses Using Transmission Electron Microscopy Images.
Proceedings of the 45th International Conference on Telecommunications and Signal Processing, 2022

Obfuscated malware detection using dilated convolutional network.
Proceedings of the 14th International Congress on Ultra Modern Telecommunications and Control Systems and Workshops, 2022

One-Class Learning Weed Plants Detection on Multispectral Images.
Proceedings of the 14th International Congress on Ultra Modern Telecommunications and Control Systems and Workshops, 2022

Evaluation of Nested U-Net models performance on MVTec AD dataset.
Proceedings of the 14th International Congress on Ultra Modern Telecommunications and Control Systems and Workshops, 2022

Anomaly detection for real-world industrial applications: benchmarking recent self-supervised and pretrained methods.
Proceedings of the 14th International Congress on Ultra Modern Telecommunications and Control Systems and Workshops, 2022

Evaluation of Real-Life LoRaWAN Localization: Accuracy Dependencies Analysis Based on Outdoor Measurement Datasets.
Proceedings of the 14th International Conference on Communications, 2022

2021
Wearables for Industrial Work Safety: A Survey.
Sensors, 2021

Analysis of the Nosema Cells Identification for Microscopic Images.
Sensors, 2021

The Rise of Wearable Devices during the COVID-19 Pandemic: A Systematic Review.
Sensors, 2021

Measurements of LoRaWAN Technology in Urban Scenarios: A Data Descriptor.
Data, 2021

A Survey on Wearable Technology: History, State-of-the-Art and Current Challenges.
Comput. Networks, 2021

Automated detection of bioimages using novel deep feature fusion algorithm and effective high-dimensional feature selection approach.
Comput. Biol. Medicine, 2021

Cytokine gene variants and socio-demographic characteristics as predictors of cervical cancer: A machine learning approach.
Comput. Biol. Medicine, 2021

Ensemble based machine learning approach for prediction of glioma and multi-grade classification.
Comput. Biol. Medicine, 2021

SLINet: Dysphasia detection in children using deep neural network.
Biomed. Signal Process. Control., 2021

COVID-19 Diagnosis at Early Stage Based on Smartwatches and Machine Learning Techniques.
IEEE Access, 2021

Network Anomaly Detection With Temporal Convolutional Network and U-Net Model.
IEEE Access, 2021

Machine learning approach for automatic lungs sound diagnosis from pulmonary signals.
Proceedings of the 44th International Conference on Telecommunications and Signal Processing, 2021

Suitability of CT and MRI Imaging for Automatic Spine Segmentation Using Deep Learning.
Proceedings of the 44th International Conference on Telecommunications and Signal Processing, 2021

On the Implementation of Planar 3D Transfer Learning for End to End Unimodal MRI Unbalanced Data Segmentation.
Proceedings of the Reproducible Research in Pattern Recognition, 2021

Fruit-CNN: An Efficient Deep learning-based Fruit Classification and Quality Assessment for Precision Agriculture.
Proceedings of the 13th International Congress on Ultra Modern Telecommunications and Control Systems and Workshops, 2021

Deep learning-based defect detection of metal parts: evaluating current methods in complex conditions.
Proceedings of the 13th International Congress on Ultra Modern Telecommunications and Control Systems and Workshops, 2021

The Transferable Methodologies of Detection Sleep Disorders Thanks to the Actigraphy Device for Parkinson's Disease Detection.
Proceedings of the WiP Proceedings of the International Conference on Localization and GNSS (ICL-GNSS 2021), 2021

2020
Correction to: Towards robust voice pathology detection.
Neural Comput. Appl., 2020

Towards robust voice pathology detection.
Neural Comput. Appl., 2020

Finding the optimal number of low dimension with locally linear embedding algorithm.
J. Comput. Methods Sci. Eng., 2020

Automatic diagnosis of multiple cardiac diseases from PCG signals using convolutional neural network.
Comput. Methods Programs Biomed., 2020

Comparing Normalization Methods for Limited Batch Size Segmentation Neural Networks.
Proceedings of the 43rd International Conference on Telecommunications and Signal Processing, 2020

Truth Identification from EEG Signal by using Convolution neural network: Lie Detection.
Proceedings of the 43rd International Conference on Telecommunications and Signal Processing, 2020

Parkinson's Disease Detection based on Changes of Emotions during Speech.
Proceedings of the 12th International Congress on Ultra Modern Telecommunications and Control Systems and Workshops, 2020

Planar 3D Transfer Learning for End to End Unimodal MRI Unbalanced Data Segmentation.
Proceedings of the 25th International Conference on Pattern Recognition, 2020

2019
Linguistically independent sentiment analysis using convolutional-recurrent neural networks model.
Proceedings of the 42nd International Conference on Telecommunications and Signal Processing, 2019

Graph neural network for website element detection.
Proceedings of the 42nd International Conference on Telecommunications and Signal Processing, 2019

Supervised Learning in Multi-Agent Environments Using Inverse Point of View.
Proceedings of the 42nd International Conference on Telecommunications and Signal Processing, 2019

Superresolution of MRI brain images using unbalanced 3D Dense-U-Net network.
Proceedings of the 42nd International Conference on Telecommunications and Signal Processing, 2019

Feature Optimization for Run Time Analysis of Malware in Windows Operating System using Machine Learning Approach.
Proceedings of the 42nd International Conference on Telecommunications and Signal Processing, 2019

Android Malware Detection Using Genetic Algorithm based Optimized Feature Selection and Machine Learning.
Proceedings of the 42nd International Conference on Telecommunications and Signal Processing, 2019

An Efficient and Robust Zero-Bit Watermarking Technique for Biometric Image Protection.
Proceedings of the 42nd International Conference on Telecommunications and Signal Processing, 2019

Management of Physiological Data Streams within Brain Disorder Rehabilitation.
Proceedings of the 42nd International Convention on Information and Communication Technology, 2019

A Perspective of the Noise Removal for Faster Neural Network Training.
Proceedings of the 11th International Congress on Ultra Modern Telecommunications and Control Systems and Workshops, 2019

Upsampling Algorithms for Autoencoder Segmentation Neural Networks: A Comparison Study.
Proceedings of the 11th International Congress on Ultra Modern Telecommunications and Control Systems and Workshops, 2019

2018
3D Dense-U-Net for MRI Brain Tissue Segmentation.
Proceedings of the 41st International Conference on Telecommunications and Signal Processing, 2018

Generation of SVD Based Non-informative Unique ID for Authentication of MRI Images.
Proceedings of the 41st International Conference on Telecommunications and Signal Processing, 2018

Computer Vision Method for Grading of Health of a Fundus Image on Basis of Presence of Red Lesions.
Proceedings of the 41st International Conference on Telecommunications and Signal Processing, 2018

Image Processing Based Classification of Enzymatic Browning in Chopped Apples.
Proceedings of the IEEE International Work Conference on Bioinspired Intelligence, 2018

Towards Identification of Hypomimia in Parkinson's Disease Based on Face Recognition Methods.
Proceedings of the 10th International Congress on Ultra Modern Telecommunications and Control Systems and Workshops, 2018

Image Background Noise Impact on Convolutional Neural Network Training.
Proceedings of the 10th International Congress on Ultra Modern Telecommunications and Control Systems and Workshops, 2018

2017
Automated detection of suspected glaucoma in digital fundus images.
Proceedings of the 40th International Conference on Telecommunications and Signal Processing, 2017

Handwriting comenia script recognition with convolutional neural network.
Proceedings of the 40th International Conference on Telecommunications and Signal Processing, 2017

Classification of normal and abnormal heart sounds for automatic diagnosis.
Proceedings of the 40th International Conference on Telecommunications and Signal Processing, 2017

Voice Pathology Detection Using Deep Learning: a Preliminary Study.
Proceedings of the International Conference and Workshop on Bioinspired Intelligence, 2017

2016
Digital ownership tags based on biometric features of iris and fingerprint for content protection and ownership of digital images and audio signals.
Multim. Tools Appl., 2016

Image processing based automatic diagnosis of glaucoma using wavelet features of segmented optic disc from fundus image.
Comput. Methods Programs Biomed., 2016

An SVD based zero watermarking scheme for authentication of medical images for tele-medicine applications.
Proceedings of the 39th International Conference on Telecommunications and Signal Processing, 2016

Grading of colorectal cancer using histology images.
Proceedings of the 39th International Conference on Telecommunications and Signal Processing, 2016

Sentiment analysis based on Support Vector Machine and Big Data.
Proceedings of the 39th International Conference on Telecommunications and Signal Processing, 2016

Automatic detection of red lesions in Diabetic Retinopathy using Shape based extraction technique in fundus image.
Proceedings of the 39th International Conference on Telecommunications and Signal Processing, 2016

Biometric data security using Fractional Fourier Transform and chaotic theory.
Proceedings of the 39th International Conference on Telecommunications and Signal Processing, 2016

A heuristic algorithmic approach to challenging robustness of digital audio watermarking using discrete wavelet transform.
Proceedings of the 39th International Conference on Telecommunications and Signal Processing, 2016

Cervical cancer detection and classification using Independent Level sets and multi SVMs.
Proceedings of the 39th International Conference on Telecommunications and Signal Processing, 2016

An efficient automatic intensity based method for detection of macula in retinal images.
Proceedings of the 39th International Conference on Telecommunications and Signal Processing, 2016

2015
Forecasting electricity consumption in Czech Republic.
Proceedings of the 38th International Conference on Telecommunications and Signal Processing, 2015

Identification of acrylamide in fried potato crisps using image processing in wavelet domain.
Proceedings of the 38th International Conference on Telecommunications and Signal Processing, 2015

Detection of diabetic macular edema in retinal images using a region based method.
Proceedings of the 38th International Conference on Telecommunications and Signal Processing, 2015

2D Brain slice retrieval from Brain MR images using feature point maps.
Proceedings of the 38th International Conference on Telecommunications and Signal Processing, 2015

Single template object detector based on histogram of oriented gradients.
Proceedings of the 38th International Conference on Telecommunications and Signal Processing, 2015

Edge based block wise selective fingerprint image encryption using chaos.
Proceedings of the 38th International Conference on Telecommunications and Signal Processing, 2015

Multi-GPU implementation of k-nearest neighbor algorithm.
Proceedings of the 38th International Conference on Telecommunications and Signal Processing, 2015

Color image (dis)similarity assessment and grouping based on dominant colors.
Proceedings of the 38th International Conference on Telecommunications and Signal Processing, 2015

Digital identification tags for medical fundus images for tele-ophthalmology applications.
Proceedings of the 38th International Conference on Telecommunications and Signal Processing, 2015

Exudates detection in digital fundus image using edge based method & strategic thresholding.
Proceedings of the 38th International Conference on Telecommunications and Signal Processing, 2015

An efficient grading algorithm for non-proliferative diabetic retinopathy using region based detection.
Proceedings of the 38th International Conference on Telecommunications and Signal Processing, 2015

Automatic glaucoma detection using adaptive threshold based technique in fundus image.
Proceedings of the 38th International Conference on Telecommunications and Signal Processing, 2015

Emotion recognition from helpdesk messages.
Proceedings of the 7th International Congress on Ultra Modern Telecommunications and Control Systems and Workshops, 2015

2014
Logistic Warehouse Process Optimization Through Genetic Programming Algorithm.
Proceedings of the Modern Trends and Techniques in Computer Science, 2014

2013
Automatically designed machine vision system for the localization of CCA transverse section in ultrasound images.
Comput. Methods Programs Biomed., 2013

3D brain tissue selection and segmentation from MRI.
Proceedings of the 36th International Conference on Telecommunications and Signal Processing, 2013

Automated Brain Tumor segmentation using novel feature point detector and seeded region growing.
Proceedings of the 36th International Conference on Telecommunications and Signal Processing, 2013

Segmentation of brain tumor parts in magnetic resonance images.
Proceedings of the 36th International Conference on Telecommunications and Signal Processing, 2013

Methods for the evaluation of quality in machine processing of biomedical images.
Proceedings of the 36th International Conference on Telecommunications and Signal Processing, 2013

Speeding up Viola-Jones algorithm using multi-Core GPU implementation.
Proceedings of the 36th International Conference on Telecommunications and Signal Processing, 2013

Evolutionary improved object detector for ultrasound images.
Proceedings of the 36th International Conference on Telecommunications and Signal Processing, 2013

Genetic programming based classifier in Viola-Jones RapidMiner Image Mining Extension.
Proceedings of the 36th International Conference on Telecommunications and Signal Processing, 2013

Watermark generation from fingerprint features for digital right management control.
Proceedings of the 36th International Conference on Telecommunications and Signal Processing, 2013

Generation of biometric based unique digital watermark from iris image.
Proceedings of the 36th International Conference on Telecommunications and Signal Processing, 2013

Supervised video scene segmentation using similarity measures.
Proceedings of the 36th International Conference on Telecommunications and Signal Processing, 2013

Optimization of logistic distribution centers process planning and scheduling.
Proceedings of the Sixth International Conference on Contemporary Computing, 2013

Watermarking of digital media with encrypted biometric features for digital ownership.
Proceedings of the Sixth International Conference on Contemporary Computing, 2013

IMMI: Interactive Segmentation Toolkit.
Proceedings of the Engineering Applications of Neural Networks, 2013

2012
Topology aware feedback transmission for real-time control protocol.
J. Netw. Comput. Appl., 2012

Automatic 3D segmentation of human brain images using data-mining techniques.
Proceedings of the 35th International Conference on Telecommunications and Signal Processing, 2012

2011
Study and performance of localization methods in IP based networks: Vivaldi algorithm.
J. Netw. Comput. Appl., 2011

Evaluation of interest point detectors for scenes with changing lightening conditions.
Proceedings of the 34th International Conference on Telecommunications and Signal Processing (TSP 2011), 2011

The method for material corrosion modelling and feature selection with SVM-RFE.
Proceedings of the 34th International Conference on Telecommunications and Signal Processing (TSP 2011), 2011

Towards an automatic design of non-cryptographic hash function.
Proceedings of the 34th International Conference on Telecommunications and Signal Processing (TSP 2011), 2011

A novel immune image template set for fuzzy image segmentation and its application research.
Proceedings of the 34th International Conference on Telecommunications and Signal Processing (TSP 2011), 2011

Automated localization of Temporomandibular Joint Disc in MRI images.
Proceedings of the 34th International Conference on Telecommunications and Signal Processing (TSP 2011), 2011

2009
Centralized boundary discovery algorithms for anchor-free localization in wireless sensor networks.
Proceedings of the International Conference on Ultra Modern Telecommunications, 2009

2008
Scalability Issues with the Hierarchical Feedback Aggregation for Large-Scale IPTV Systems.
Proceedings of the Seventh International Network Conference (INC 2008), 2008

Integration of Host Position Prediction into Hierarchical Aggregation.
Proceedings of the Seventh International Conference on Networking (ICN 2008), 2008

Efficient Self-Localization and Data Gathering Architecture for Wireless Sensor Networks.
Proceedings of the Novel Algorithms and Techniques in Telecommunications and Networking, 2008

2007
Experiences of Any Source and Source Specific Multicast Implementation in Experimental Network.
Proceedings of the Personal Wireless Communications, 2007

Multicast Feedback Control Protocol for Hierarchical Aggregation in Fixed and Mobile Networks.
Proceedings of the Personal Wireless Communications, 2007

Simulation of Large-Scale IPTV Systems for Fixed and Mobile Networks.
Proceedings of the Personal Wireless Communications, 2007


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