Oliver Faust

Orcid: 0000-0002-3979-4077

According to our database1, Oliver Faust authored at least 58 papers between 2002 and 2024.

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

Timeline

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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

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

A review of automated sleep disorder detection.
Comput. Biol. Medicine, 2022

Heart rate variability for medical decision support systems: A review.
Comput. Biol. Medicine, 2022

2021
Atrial fibrillation detection service validation tool.
Softw. Impacts, 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

Automated blast cell detection for Acute Lymphoblastic Leukemia diagnosis.
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

Comprehensive electrocardiographic diagnosis based on deep learning.
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
Deep learning for healthcare applications based on physiological signals: A review.
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
Demand-Oriented Integrated Scheduling for Point-to-Point Airlines.
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
Linear and nonlinear analysis of normal and CAD-affected heart rate signals.
Comput. Methods Programs Biomed., 2014

2013
A Comparative Study of Different Entropies for Spectrum Sensing Techniques.
Wirel. Pers. Commun., 2013

Formal and Model Driven Design of a High Speed Data Transmission Channel.
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

Symptomatic vs. Asymptomatic Plaque Classification in Carotid Ultrasound.
J. Medical Syst., 2012

A systematic approach to embedded biomedical decision making.
Comput. Methods Programs Biomed., 2012

Compressed sampling for heart rate monitoring.
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

Linear and non-linear analysis of cardiac health in diabetic subjects.
Biomed. Signal Process. Control., 2012

2011
Towards the Systematic Development of Medical Networking Technology.
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
OpenComRTOS: A Runtime Environment for Interacting Entities.
Proceedings of the thirty-second Communicating Process Architectures Conference, 2009

2008
RRABP: Point-to-Point Communication over Unreliable Components.
Proceedings of the thirty-first Communicating Process Architectures Conference, 2008

IC2IC: a Lightweight Serial Interconnect Channel for Multiprocessor Networks.
Proceedings of the thirty-first Communicating Process Architectures Conference, 2008

Transfer Request Broker: Resolving Input-Output Choice.
Proceedings of the thirty-first Communicating Process Architectures Conference, 2008

2007
A Versatile Hardware-Software Platform for In-Situ Monitoring Systems.
Proceedings of the 30th Communicating Process Architectures Conference, 2007

2006
Portable CSP Based Design for Embedded Multi-Core Systems.
Proceedings of the 29th Communicating Process Architectures Conference, 2006

A Study of Percolation Phenomena in Process Networks.
Proceedings of the 29th Communicating Process Architectures Conference, 2006

2005
Non-linear analysis of EEG signals at various sleep stages.
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
Design and features of an intelligent PC-based DAB receiver.
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


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