Mario Cesarelli

Orcid: 0000-0001-9068-313X

According to our database1, Mario Cesarelli authored at least 91 papers between 1990 and 2024.

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Bibliography

2024
Alzheimer's Disease Evaluation Through Visual Explainability by Means of Convolutional Neural Networks.
Int. J. Neural Syst., February, 2024

Spiral Drawing Test and Explainable Convolutional Neural Networks for Parkinson's Disease Detection.
Proceedings of the 16th International Conference on Agents and Artificial Intelligence, 2024

Detecting Retinal Fundus Image Synthesis by Means of Generative Adversarial Network.
Proceedings of the 17th International Joint Conference on Biomedical Engineering Systems and Technologies, 2024

2023
Agreement between Optoelectronic System and Wearable Sensors for the Evaluation of Gait Spatiotemporal Parameters in Progressive Supranuclear Palsy.
Sensors, December, 2023

Explainable Convolutional Neural Networks for Brain Cancer Detection and Localisation.
Sensors, September, 2023

Diabetic retinopathy detection and diagnosis by means of robust and explainable convolutional neural networks.
Neural Comput. Appl., August, 2023

TriAD: A Deep Ensemble Network for Alzheimer Classification and Localization.
IEEE Access, 2023

Feasibility of Tree-Based Machine Learning Models to Discriminate Safe and Unsafe Posture During Weight Lifting.
Proceedings of the IEEE International Conference on Metrology for eXtended Reality, 2023

A Machine Learning approach to classify ventilatory efficiency.
Proceedings of the IEEE International Conference on Metrology for eXtended Reality, 2023

Using Wearable Sensors and Motion Parameters for Recognizing Progressive Supranuclear Palsy Phenotypes.
Proceedings of the IEEE International Conference on Metrology for eXtended Reality, 2023

Explainable Deep Learning for Brain Cancer Detection and Localisation.
Proceedings of the IEEE International Conference on Metrology for eXtended Reality, 2023

Optimization Of 3D Fused Deposition Modeling Printing Process For The Manufacturing Of Devices For Medical Use.
Proceedings of the IEEE International Conference on Metrology for eXtended Reality, 2023

Explainable Deep Learning for Face Mask Detection.
Proceedings of the Knowledge-Based and Intelligent Information & Engineering Systems: Proceedings of the 27th International Conference KES-2023, 2023

2022
Statistical Analysis and Kinematic Assessment of Upper Limb Reaching Task in Parkinson's Disease.
Sensors, 2022

Performing a short sway to distinguish Parkinsonisms.
Proceedings of the IEEE International Conference on Metrology for Extended Reality, 2022

Combining simulation and machine learning for the management of healthcare systems.
Proceedings of the IEEE International Conference on Metrology for Extended Reality, 2022

Machine Learning and Biosignals are able to discriminate biomechanical risk classes according to the Revised NIOSH Lifting Equation.
Proceedings of the IEEE International Conference on Metrology for Extended Reality, 2022

The impact of ankle-foot orthosis on walking features of drop foot patients.
Proceedings of the IEEE International Conference on Metrology for Extended Reality, 2022

Rehabilitation outcome in patients with obstructive sleep apnea syndrome using wearable inertial sensor for gait analysis.
Proceedings of the IEEE International Symposium on Medical Measurements and Applications, 2022

Feasibility of Tree-based Machine Learning algorithms fed with surface electromyographic features to discriminate risk classes according to NIOSH.
Proceedings of the IEEE International Symposium on Medical Measurements and Applications, 2022

COVID-19 Detection from Cough Recording by means of Explainable Deep Learning.
Proceedings of the 21st IEEE International Conference on Machine Learning and Applications, 2022

Emotion Recognition from Facial Expression using Explainable Deep Learning.
Proceedings of the IEEE Intl. Conf. on Dependable, 2022

Blood Cells Counting and Localisation through Deep Learning Object Detection.
Proceedings of the IEEE International Conference on Big Data, 2022

Deep Learning for Heartbeat Phonocardiogram Signals Explainable Classification.
Proceedings of the 22nd IEEE International Conference on Bioinformatics and Bioengineering, 2022

2021
Reliability of kinematic parameters related to the Timed Up and Go Test in patients with gait impairments.
Proceedings of the IEEE International Symposium on Medical Measurements and Applications, 2021

2020
WCTECGdb: A 12-Lead Electrocardiography Dataset Recorded Simultaneously with Raw Exploring Electrodes' Potential Directly Referred to the Right Leg.
Sensors, 2020

Linear discriminant analysis and principal component analysis to predict coronary artery disease.
Health Informatics J., 2020

Application of data mining in a cohort of Italian subjects undergoing myocardial perfusion imaging at an academic medical center.
Comput. Methods Programs Biomed., 2020

A quantitative analysis of muscular co-activation on EMG signals in spastic patients treated with Botulinum toxin.
Proceedings of the 2020 IEEE International Symposium on Medical Measurements and Applications, 2020

Machine learning can detect the presence of Mild cognitive impairment in patients affected by Parkinson's Disease.
Proceedings of the 2020 IEEE International Symposium on Medical Measurements and Applications, 2020

Rehabilitation Outcome in Patients undergone Hip or Knee Replacement Surgery using Inertial Technology for Gait Analysis.
Proceedings of the 2020 IEEE International Symposium on Medical Measurements and Applications, 2020

Novel kinematics indexes for the upper limb reaching movements evaluation with robotic exoskeleton.
Proceedings of the 2020 IEEE International Symposium on Medical Measurements and Applications, 2020

2019
Real-Time EMG Based Pattern Recognition Control for Hand Prostheses: A Review on Existing Methods, Challenges and Future Implementation.
Sensors, 2019

Fully Open-Access Passive Dry Electrodes BIOADC: Open-Electroencephalography (EEG) Re-Invented.
Sensors, 2019

An FPGA-Oriented Algorithm for Real-Time Filtering of Poisson Noise in Video Streams, with Application to X-Ray Fluoroscopy.
Circuits Syst. Signal Process., 2019

Using gait analysis' parameters to classify Parkinsonism: A data mining approach.
Comput. Methods Programs Biomed., 2019

Development of a Prototype E-Textile Sock.
Proceedings of the 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2019

Agreement between Opal and G-Walk Wearable Inertial Systems in Gait Analysis on Normal and Pathological Subjects.
Proceedings of the 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2019

2018
On the Einthoven Triangle: A Critical Analysis of the Single Rotating Dipole Hypothesis.
Sensors, 2018

Expanding healthcare failure mode and effect analysis: A composite proactive risk analysis approach.
Reliab. Eng. Syst. Saf., 2018

Evaluation of floatingline and foetal heart rate variability.
Biomed. Signal Process. Control., 2018

2017
Quick-response coding system for tracking rehabilitation treatments in clinical setting.
Proceedings of the IEEE International Workshop on Measurement and Networking, 2017

On the finite-time stability of two-dimensional linear systems.
Proceedings of the 14th IEEE International Conference on Networking, Sensing and Control, 2017

Computing a new central terminal for ECG recording using combined genetic algorithm and linear regression from real patient data.
Proceedings of the Genetic and Evolutionary Computation Conference, 2017

2016
Software for computerised analysis of cardiotocographic traces.
Comput. Methods Programs Biomed., 2016

Frequency and Time Domain Analysis of Foetal Heart Rate Variability with Traditional Indexes: A Critical Survey.
Comput. Math. Methods Medicine, 2016

Effects of wavelets analysis on power spectral distributions in posturographic signal processing.
Proceedings of the 2016 IEEE International Symposium on Medical Measurements and Applications, 2016

New posturographic assessment by means of novel e-textile and wireless socks device.
Proceedings of the 2016 IEEE International Symposium on Medical Measurements and Applications, 2016

2015
Hardware implementation of a spatio-temporal average filter for real-time denoising of fluoroscopic images.
Integr., 2015

A new tool for foetal phonocardiography simulation.
Proceedings of the Digital Healthcare Empowering Europeans, 2015

Submovements composition and quality assessment of reaching movements in subjects with Parkinson's Disease.
Proceedings of the 2015 IEEE International Symposium on Medical Measurements and Applications, 2015

The effects of the vibratory stimulation of the neck muscles for the evaluation of stepping performance in Parkinson's Disease.
Proceedings of the 2015 IEEE International Symposium on Medical Measurements and Applications, 2015

A 9-independent-leads ECG system from 10 electrodes: A practice preserving WCT-less true unipolar ECG system.
Proceedings of the IEEE Biomedical Circuits and Systems Conference, 2015

2014
Simulation of surface EMG for the analysis of muscle activity during whole body vibratory stimulation.
Comput. Methods Programs Biomed., 2014

Effects of Pathological Respiratory Pattern on Heart Rate Turbulence in Sleep Apnea.
Proceedings of the e-Health - For Continuity of Care - Proceedings of MIE2014, the 25th European Medical Informatics Conference, Istanbul, Turkey, August 31, 2014

Correlation Between Symbolic Dynamics Analysis Indexes and Neurohormonal and Functional Parameters in Heart Failure Patients.
Proceedings of the e-Health - For Continuity of Care - Proceedings of MIE2014, the 25th European Medical Informatics Conference, Istanbul, Turkey, August 31, 2014

Symbolic dynamic and frequency analysis in foetal monitoring.
Proceedings of the 2014 IEEE International Symposium on Medical Measurements and Applications, 2014

Comparison of measured and predicted reaching movements with a robotic rehabilitation device.
Proceedings of the 2014 IEEE International Symposium on Medical Measurements and Applications, 2014

FMECA and HFMEA of indoor air quality management in home mechanical ventilation.
Proceedings of the 2014 IEEE International Symposium on Medical Measurements and Applications, 2014

Comparison between clinical and instrumental assessing using Wii Fit system on balance control.
Proceedings of the 2014 IEEE International Symposium on Medical Measurements and Applications, 2014

Application of Ensemble Averaging to the Analysis of Electromyography Recordings under Whole Body Vibratory Stimulation.
Proceedings of the 2014 IEEE 27th International Symposium on Computer-Based Medical Systems, 2014

2013
Measurement of Intervertebral Cervical Motion by Means of Dynamic X-Ray Image Processing and Data Interpolation.
Int. J. Biomed. Imaging, 2013

X-ray fluoroscopy noise modeling for filter design.
Int. J. Comput. Assist. Radiol. Surg., 2013

Individual identification using electrocardiogram morphology.
Proceedings of the IEEE International Symposium on Medical Measurements and Applications, 2013

Relationships of kinematics indexes with amplitude and velocity of upper arm reaching movement.
Proceedings of the IEEE International Symposium on Medical Measurements and Applications, 2013

Effects of Regent Suit on lower limb electromyographic patterns.
Proceedings of the IEEE International Symposium on Medical Measurements and Applications, 2013

Diagnostic Decision Support of Heart Rate Turbulence in Sleep Apnea Syndrome.
Proceedings of the Data and Knowledge for Medical Decision Support, 2013

Prognostic Decision Support Using Symbolic Dynamics in CTG Monitoring.
Proceedings of the Data and Knowledge for Medical Decision Support, 2013

Indices of Symbolic Dynamic Distribution in Cardiac Patients.
Proceedings of the Computing in Cardiology, 2013

OSAS Severity is Associated to Decreased Heart Rate Turbulence Slope.
Proceedings of the Computing in Cardiology, 2013

Fractal Behaviour of Heart Rate Variability Reflects Abnormal Respiration Patterns in OSAS Patients.
Proceedings of the Computing in Cardiology, 2013

A lumped parameter model for the analysis of the motion of the muscles of the lower limbs under whole-body vibration.
Proceedings of the 13th IEEE International Conference on BioInformatics and BioEngineering, 2013

2012
Simulation of foetal phonocardiographic recordings for testing of FHR extraction algorithms.
Comput. Methods Programs Biomed., 2012

A comparison of denoising methods for X-ray fluoroscopic images.
Biomed. Signal Process. Control., 2012

An Application of Symbolic Dynamics for FHRV assessment.
Proceedings of the Quality of Life through Quality of Information, 2012

Reproducibility of kinematics indexes of upper arm reaching movement in robot assisted therapy.
Proceedings of the IEEE International Symposium on Medical Measurements and Applications, 2012

Electrical impedance spectral measurements of muscular tissue in different physiological condition.
Proceedings of the IEEE International Symposium on Medical Measurements and Applications, 2012

Neuromuscular response to whole body vibration treatment during static and dynamic squat exercises.
Proceedings of the IEEE International Symposium on Medical Measurements and Applications, 2012

2011
PSD modifications of FHRV due to interpolation and CTG storage rate.
Biomed. Signal Process. Control., 2011

Noise-parameter modeling and estimation for x-ray fluoroscopy.
Proceedings of the 4th International Symposium on Applied Sciences in Biomedical and Communication Technologies, 2011

2010
Analysis and Modelling of Muscles Motion during Whole Body Vibration.
EURASIP J. Adv. Signal Process., 2010

2D-3D Registration of CT Vertebra Volume to Fluoroscopy Projection: A Calibration Model Assessment.
EURASIP J. Adv. Signal Process., 2010

Waveform type evaluation in congenital nystagmus.
Comput. Methods Programs Biomed., 2010

An algorithm for FHR estimation from foetal phonocardiographic signals.
Biomed. Signal Process. Control., 2010

Telemedicine Fetal Phonocardiography Surveillance: an Italian Satisfactory Experience.
Proceedings of the Seamless Care - Safe Care - The Challenges of Interoperability and Patient Safety in Health Care, 2010

2009
Comparison of short term variability indexes in cardiotocographic foetal monitoring.
Comput. Biol. Medicine, 2009

Characterisation of baseline oscillation in congenital nystagmus eye movement recordings.
Biomed. Signal Process. Control., 2009

2007
An algorithm for the recovery of fetal heart rate series from CTG data.
Comput. Biol. Medicine, 2007

2006
Foetal heart rate power spectrum response to uterine contraction.
Medical Biol. Eng. Comput., 2006

Antepartum cardiotocography: A study of fetal reactivity in frequency domain.
Comput. Biol. Medicine, 2006

1990
A flexible FFT algorithm to process serial data signals using personal computer.
Eur. Trans. Telecommun., 1990


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