Oliver Faust
Orcid: 0000-0002-3979-4077
According to our database1,
Oliver Faust
authored at least 63 papers
between 2002 and 2024.
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Bibliography
2024
Deep learning techniques in PET/CT imaging: A comprehensive review from sinogram to image space.
Comput. Methods Programs Biomed., January, 2024
Artificial intelligence for atrial fibrillation detection, prediction, and treatment: A systematic review of the last decade (2013-2023).
WIREs Data. Mining. Knowl. Discov., 2024
Deep learning in radiology for lung cancer diagnostics: A systematic review of classification, segmentation, and predictive modeling techniques.
Expert Syst. Appl., 2024
Enhancing Osteoporosis Detection: An Explainable Multi-Modal Learning Framework with Feature Fusion and Variable Clustering.
CoRR, 2024
Comput. Methods Programs Biomed., 2024
Artificial intelligence in retinal screening using OCT images: A review of the last decade (2013-2023).
Comput. Methods Programs Biomed., 2024
2023
Automated detection of airflow obstructive diseases: A systematic review of the last decade (2013-2022).
Comput. Methods Programs Biomed., November, 2023
PrismPatNet: Novel prism pattern network for accurate fault classification using engine sound signals.
Expert Syst. J. Knowl. Eng., September, 2023
Automated analysis of small intestinal lamina propria to distinguish normal, Celiac Disease, and Non-Celiac Duodenitis biopsy images.
Comput. Methods Programs Biomed., March, 2023
2022
Fusion of B-mode and shear wave elastography ultrasound features for automated detection of axillary lymph node metastasis in breast carcinoma.
Expert Syst. J. Knowl. Eng., 2022
Application of photoplethysmography signals for healthcare systems: An in-depth review.
Comput. Methods Programs Biomed., 2022
Comput. Biol. Medicine, 2022
2021
Accurate detection of sleep apnea with long short-term memory network based on RR interval signals.
Knowl. Based Syst., 2021
Future IoT tools for COVID-19 contact tracing and prediction: A review of the state-of-the-science.
Int. J. Imaging Syst. Technol., 2021
Automated classification of five arrhythmias and normal sinus rhythm based on RR interval signals.
Expert Syst. Appl., 2021
Automated ASD detection using hybrid deep lightweight features extracted from EEG signals.
Comput. Biol. Medicine, 2021
Biomed. Signal Process. Control., 2021
A review of patient-led data acquisition for atrial fibrillation detection to prevent stroke.
Biomed. Signal Process. Control., 2021
2020
Validating the robustness of an internet of things based atrial fibrillation detection system.
Pattern Recognit. Lett., 2020
Corrigendum to 'Application of nonlinear methods to discriminate fractionated electrograms in paroxysmal versus persistent atrial fibrillation' Computer Methods and Programs in Biomedicine 175 (2019) 163-178.
Comput. Methods Programs Biomed., 2020
Artif. Intell. Medicine, 2020
A Genetic Algorithm for Optimizing Parameters for Ant Colony Optimization Solving Capacitated Vehicle Routing Problems.
Proceedings of the ISMSI '20: 2020 4th International Conference on Intelligent Systems, 2020
2019
Preface of virtual special issue on Smart Pattern Recognition for Medical Informatics.
Pattern Recognit. Lett., 2019
Automatic detection of ischemic stroke using higher order spectra features in brain MRI images.
Cogn. Syst. Res., 2019
A review of automated sleep stage scoring based on physiological signals for the new millennia.
Comput. Methods Programs Biomed., 2019
Application of nonlinear methods to discriminate fractionated electrograms in paroxysmal versus persistent atrial fibrillation.
Comput. Methods Programs Biomed., 2019
Establishing the safety of a smart heart health monitoring service through validation.
Proceedings of the 2019 IEEE International Conference on Big Data (IEEE BigData), 2019
Virtual Bartender: A Dialog System Combining Data-Driven and Knowledge-Based Recommendation.
Proceedings of the AAAI 2019 Spring Symposium on Combining Machine Learning with Knowledge Engineering (AAAI-MAKE 2019) Stanford University, 2019
2018
Comput. Methods Programs Biomed., 2018
Automated detection of atrial fibrillation using long short-term memory network with RR interval signals.
Comput. Biol. Medicine, 2018
2017
Transp. Sci., 2017
2015
Ultrasound-based tissue characterization and classification of fatty liver disease: A screening and diagnostic paradigm.
Knowl. Based Syst., 2015
The role of real-time in biomedical science: A meta-analysis on computational complexity, delay and speedup.
Comput. Biol. Medicine, 2015
Getting practical with digital: An integrated electronic design project for undergraduates.
Proceedings of the IEEE International Conference on Teaching, 2015
2014
Comput. Methods Programs Biomed., 2014
2013
Wirel. Pers. Commun., 2013
J. Circuits Syst. Comput., 2013
Understanding symptomatology of atherosclerotic plaque by image-based tissue characterization.
Comput. Methods Programs Biomed., 2013
Automated identification of normal and diabetes heart rate signals using nonlinear measures.
Comput. Biol. Medicine, 2013
2012
An Accurate and Generalized Approach to Plaque Characterization in 346 Carotid Ultrasound Scans.
IEEE Trans. Instrum. Meas., 2012
Algorithms for the Automated Detection of Diabetic Retinopathy Using Digital Fundus Images: A Review.
J. Medical Syst., 2012
J. Medical Syst., 2012
Comput. Methods Programs Biomed., 2012
Comput. Methods Programs Biomed., 2012
ThyroScreen system: High resolution ultrasound thyroid image characterization into benign and malignant classes using novel combination of texture and discrete wavelet transform.
Comput. Methods Programs Biomed., 2012
Biomed. Signal Process. Control., 2012
2011
J. Medical Syst., 2011
Systems engineering principles for the design of biomedical signal processing systems.
Comput. Methods Programs Biomed., 2011
Atheromatic™: Symptomatic vs. asymptomatic classification of carotid ultrasound plaque using a combination of HOS, DWT & texture.
Proceedings of the 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2011
2010
Automatic Identification of Epileptic and Background EEG Signals Using Frequency Domain Parameters.
Int. J. Neural Syst., 2010
2009
Proceedings of the thirty-second Communicating Process Architectures Conference, 2009
2008
Proceedings of the thirty-first Communicating Process Architectures Conference, 2008
Proceedings of the thirty-first Communicating Process Architectures Conference, 2008
Proceedings of the thirty-first Communicating Process Architectures Conference, 2008
2007
Proceedings of the 30th Communicating Process Architectures Conference, 2007
2006
Proceedings of the 29th Communicating Process Architectures Conference, 2006
Proceedings of the 29th Communicating Process Architectures Conference, 2006
2005
Comput. Methods Programs Biomed., 2005
2003
A Single-Chip Supervised Partial Self-Reconfigurable Architecture for Software Defined Radio.
Proceedings of the 17th International Parallel and Distributed Processing Symposium (IPDPS 2003), 2003
2002
IEEE Trans. Consumer Electron., 2002
Real-time decoding and streaming of DAB audio frames by a user-space program running on a non-real-time OS.
IEEE Trans. Consumer Electron., 2002