Edward J. Ciaccio

Orcid: 0000-0001-5552-6366

According to our database1, Edward J. Ciaccio authored at least 90 papers between 2008 and 2024.

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

Timeline

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Links

On csauthors.net:

Bibliography

2024
Automated schizophrenia detection model using blood sample scattergram images and local binary pattern.
Multim. Tools Appl., April, 2024

Transfer-transfer model with MSNet: An automated accurate multiple sclerosis and myelitis detection system.
Expert Syst. Appl., February, 2024

2023
Correlation relationships of the reentrant ventricular tachycardia circuit.
Comput. Methods Programs Biomed., November, 2023

Brain tumor detection and screening using artificial intelligence techniques: Current trends and future perspectives.
Comput. Biol. Medicine, September, 2023

Automated detection and screening of depression using continuous wavelet transform with electroencephalogram signals.
Expert Syst. J. Knowl. Eng., May, 2023

FFCAEs: An efficient feature fusion framework using cascaded autoencoders for the identification of gliomas.
Int. J. Imaging Syst. Technol., March, 2023

A new one-dimensional testosterone pattern-based EEG sentence classification method.
Eng. Appl. Artif. Intell., March, 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

YOLOv5s-CAM: A Deep Learning Model for Automated Detection and Classification for Types of Intracranial Hematoma in CT Images.
IEEE Access, 2023

A Novel Attention-Based Model for Semantic Segmentation of Prostate Glands Using Histopathological Images.
IEEE Access, 2023

2022
Novel Hypertrophic Cardiomyopathy Diagnosis Index Using Deep Features and Local Directional Pattern Techniques.
J. Imaging, 2022

Automated Intracranial Hematoma Classification in Traumatic Brain Injury (TBI) Patients Using Meta-Heuristic Optimization Techniques.
Informatics, 2022

Role of Four-Chamber Heart Ultrasound Images in Automatic Assessment of Fetal Heart: A Systematic Understanding.
Informatics, 2022

Feature-versus deep learning-based approaches for the automated detection of brain tumor with magnetic resonance images: A comparative study.
Int. J. Imaging Syst. Technol., 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

Practical Considerations for the Application of Nonlinear Indices Characterizing the Atrial Substrate in Atrial Fibrillation.
Entropy, 2022

Development of a Computational Tool for the Estimation of Alveolar Bone Loss in Oral Radiographic Images.
Comput., 2022

Separation of cardiogenic oscillations from airflow waveforms using singular spectrum analysis.
Comput. Methods Programs Biomed., 2022

Interpretation of radiomics features-A pictorial review.
Comput. Methods Programs Biomed., 2022

2021
Celiac Disease Detection From Videocapsule Endoscopy Images Using Strip Principal Component Analysis.
IEEE ACM Trans. Comput. Biol. Bioinform., 2021

A Review on Computer Aided Diagnosis of Acute Brain Stroke.
Sensors, 2021

Role of Artificial Intelligence in COVID-19 Detection.
Sensors, 2021

Exploring deep features and ECG attributes to detect cardiac rhythm classes.
Knowl. Based Syst., 2021

Accurate detection of sleep apnea with long short-term memory network based on RR interval signals.
Knowl. Based Syst., 2021

Accurate detection of myocardial infarction using non linear features with ECG signals.
J. Ambient Intell. Humaniz. Comput., 2021

A novel machine learning framework for automated detection of arrhythmias in ECG segments.
J. Ambient Intell. Humaniz. Comput., 2021

Development of breast papillary index for differentiation of benign and malignant lesions using ultrasound images.
J. Ambient Intell. Humaniz. Comput., 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

2DSM vs FFDM: A computeraided diagnosis based comparative study for the early detection of breast cancer.
Expert Syst. J. Knowl. Eng., 2021

Multilevel Deep Feature Generation Framework for Automated Detection of Retinal Abnormalities Using OCT Images.
Entropy, 2021

Automated interpretation of biopsy images for the detection of celiac disease using a machine learning approach.
Comput. Methods Programs Biomed., 2021

A review of patient-led data acquisition for atrial fibrillation detection to prevent stroke.
Biomed. Signal Process. Control., 2021

Automated detection of chronic kidney disease using image fusion and graph embedding techniques with ultrasound images.
Biomed. Signal Process. Control., 2021

2020
Automated detection of Alzheimer's disease using bi-directional empirical model decomposition.
Pattern Recognit. Lett., 2020

Automated detection of chronic kidney disease using higher-order features and elongated quinary patterns from B-mode ultrasound images.
Neural Comput. Appl., 2020

Automated detection of calcified plaque using higher-order spectra cumulant technique in computer tomography angiography images.
Int. J. Imaging Syst. Technol., 2020

Accurate deep neural network model to detect cardiac arrhythmia on more than 10, 000 individual subject ECG records.
Comput. Methods Programs Biomed., 2020

Celiac disease diagnosis from videocapsule endoscopy images with residual learning and deep feature extraction.
Comput. Methods Programs Biomed., 2020

Classification of heart sound signals using a novel deep WaveNet model.
Comput. Methods Programs Biomed., 2020

Brain pathology identification using computer aided diagnostic tool: A systematic review.
Comput. Methods Programs Biomed., 2020

Slow uniform electrical activation during sinus rhythm is an indicator of reentrant VT isthmus location and orientation in an experimental model of myocardial infarction.
Comput. Methods Programs Biomed., 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

Local Preserving Class Separation Framework to Identify Gestational Diabetes Mellitus Mother Using Ultrasound Fetal Cardiac Image.
IEEE Access, 2020

Study on the Stability of CFAEs to Characterize the Atrial Substrate in Atrial Fibrillation.
Proceedings of the Computing in Cardiology, 2020

Discrimination Between CFAEs of Paroxysmal and Persistent Atrial Fibrillation With Simple Classification Models of Reduced Features.
Proceedings of the Computing in Cardiology, 2020

2019
Global weighted LBP based entropy features for the assessment of pulmonary hypertension.
Pattern Recognit. Lett., 2019

Automated diagnosis of celiac disease by video capsule endoscopy using DAISY Descriptors.
J. Medical Syst., 2019

A Two Layer Sparse Autoencoder for Glaucoma Identification with Fundus Images.
J. Medical Syst., 2019

Automated Detection of Alzheimer's Disease Using Brain MRI Images- A Study with Various Feature Extraction Techniques.
J. Medical Syst., 2019

Automated diagnosis of celiac disease using DWT and nonlinear features with video capsule endoscopy images.
Future Gener. Comput. Syst., 2019

Application of multiresolution analysis for automated detection of brain abnormality using MR images: A comparative study.
Future Gener. Comput. Syst., 2019

Characterization of focal EEG signals: A review.
Future Gener. Comput. Syst., 2019

Automatic detection of ischemic stroke using higher order spectra features in brain MRI images.
Cogn. Syst. Res., 2019

A new approach for arrhythmia classification using deep coded features and LSTM networks.
Comput. Methods Programs Biomed., 2019

A review of automated sleep stage scoring based on physiological signals for the new millennia.
Comput. Methods Programs Biomed., 2019

Addressing challenges of quantitative methodologies and event interpretation in the study of atrial fibrillation.
Comput. Methods Programs Biomed., 2019

Application of nonlinear methods to discriminate fractionated electrograms in paroxysmal versus persistent atrial fibrillation.
Comput. Methods Programs Biomed., 2019

Color masking improves classification of celiac disease in videocapsule endoscopy images.
Comput. Biol. Medicine, 2019

Honored papers 2018.
Comput. Biol. Medicine, 2019

Automated detection of schizophrenia using nonlinear signal processing methods.
Artif. Intell. Medicine, 2019

Automated plaque classification using computed tomography angiography and Gabor transformations.
Artif. Intell. Medicine, 2019

Automated Categorization of Multi-Class Brain Abnormalities Using Decomposition Techniques With MRI Images: A Comparative Study.
IEEE Access, 2019

A Novel Algorithm for Breast Lesion Detection Using Textons and Local Configuration Pattern Features With Ultrasound Imagery.
IEEE Access, 2019

2018
Computer-aided diagnosis of atrial fibrillation based on ECG Signals: A review.
Inf. Sci., 2018

Computer-aided diagnosis of glaucoma using fundus images: A review.
Comput. Methods Programs Biomed., 2018

Automated detection and classification of liver fibrosis stages using contourlet transform and nonlinear features.
Comput. Methods Programs Biomed., 2018

Use of an automaton model to suggest methods for cessation of intractable fibrillatory activity.
Comput. Biol. Medicine, 2018

Effects of refractory gradients and ablation on fibrillatory activity.
Comput. Biol. Medicine, 2018

Honored papers 2017.
Comput. Biol. Medicine, 2018

In Memoriam: Professor Bing Nan Li, Hefei University of Technology.
Comput. Biol. Medicine, 2018

2017
Quantitative analysis of patients with celiac disease by video capsule endoscopy: A deep learning method.
Comput. Biol. Medicine, 2017

Development of an automaton model of rotational activity driving atrial fibrillation.
Comput. Biol. Medicine, 2017

Honored papers 2016.
Comput. Biol. Medicine, 2017

2016
Formation of reentrant circuits in the mid-myocardial infarct border zone.
Comput. Biol. Medicine, 2016

Extraction and processing of videocapsule data to detect and measure the presence of villous atrophy in celiac disease patients.
Comput. Biol. Medicine, 2016

Differences in continuous spectra of fractionated electrograms in paroxysmal versus persistent atrial fibrillation.
Comput. Biol. Medicine, 2016

Honored papers 2015.
Comput. Biol. Medicine, 2016

2015
Reprint of 'Model of unidirectional block formation leading to reentrant ventricular tachycardia in the infarct border zone of postinfarction canine hearts'.
Comput. Biol. Medicine, 2015

Model of unidirectional block formation leading to reentrant ventricular tachycardia in the infarct border zone of postinfarction canine hearts.
Comput. Biol. Medicine, 2015

Trends in celiac disease research.
Comput. Biol. Medicine, 2015

Suggestions for automatic quantitation of endoscopic image analysis to improve detection of small intestinal pathology in celiac disease patients.
Comput. Biol. Medicine, 2015

2014
Optimization of novel spectral estimator for fractionated electrogram analysis is helpful to discern atrial fibrillation type.
Comput. Methods Programs Biomed., 2014

2013
Use of shape-from-shading to estimate three-dimensional architecture in the small intestinal lumen of celiac and control patients.
Comput. Methods Programs Biomed., 2013

The dominant morphology of fractionated atrial electrograms has greater temporal stability in persistent as compared with paroxysmal atrial fibrillation.
Comput. Biol. Medicine, 2013

Computational method for high resolution spectral analysis of fractionated atrial electrograms.
Comput. Biol. Medicine, 2013

Automated detection and mapping of electrical activation when electrogram morphology is complex.
Biomed. Signal Process. Control., 2013

2012
Transformation of videocapsule images to detect small bowel mucosal differences in celiac versus control patients.
Comput. Methods Programs Biomed., 2012

2010
Distinguishing patients with celiac disease by quantitative analysis of videocapsule endoscopy images.
Comput. Methods Programs Biomed., 2010

2008
Tonometric Arterial Pulse Sensor With Noise Cancellation.
IEEE Trans. Biomed. Eng., 2008


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