List of works - Adel S. Elmaghraby

3D Kidney Segmentation from Abdominal Images Using Spatial-Appearance Models

scientific article

A Generalized Deep Learning-Based Diagnostic System for Early Diagnosis of Various Types of Pulmonary Nodules

scientific article published on 01 January 2018

A Novel Framework for Early Detection of Hypertension using Magnetic Resonance Angiography

scientific article published on 31 July 2019

A Novel Image-Based Approach for Early Detection of Prostate Cancer Using DCE-MRI

A concentric morphology model for the detection of masses in mammography

scientific article

A novel 3D segmentation approach for segmenting the prostate from dynamic contrast enhanced MRI using current appearance and learned shape prior

A novel 4D PDE-based approach for accurate assessment of myocardium function using cine cardiac magnetic resonance images

A novel technique for assessing the case-specific reliability of decisions made by CAD tools

Adapted morphing model for 3D volume reconstruction applied to abdominal CT images

Automated detection of mammographic masses: preliminary assessment of an information-theoretic CAD scheme for reduction of false positives

Automated framework for accurate segmentation of pressure ulcer images

scientific article published on 22 September 2017

Automatized colon polyp segmentation via contour region analysis

scientific article published on 06 July 2018

Bilateral Breast Volume Asymmetry in Screening Mammograms as a Potential Marker of Breast Cancer: Preliminary Experience

Biologically Inspired Methods for Imaging, Cognition, Vision, and Intelligence

scientific article published on 18 May 2016

Classification of pressure ulcer tissues with 3D convolutional neural network

scientific article published on 15 June 2018

Confidence-based stratification of CAD recommendations with application to breast cancer detection

Contribution of Haar wavelets and MPEG-7 textural features for false positive reduction in a CAD system for the detection of masses in mammograms

Cyber security challenges in Smart Cities: Safety, security and privacy

scientific article

DNA: directional neighborhood analysis for detection of breast masses in screening mammograms

Data Mining in Proteomic Mass Spectrometry

Deep Learning Role in Early Diagnosis of Prostate Cancer.

scientific article

Detection of Volatile Compounds Emitted by Bacteria in Wounds Using Gas Sensors

scientific article published on 28 March 2019

Detection of architectural distortion in mammograms using fractal analysis

scholarly article published 29 April 2005

Detection of lung injury using 4D-CT chest images

Efficient use of mobile devices for quantification of pressure injury images.

scientific article

Estimation of K distribution parameters using neural networks

scientific article published on 01 June 2002

Estimation of generalized entropies with sample spacing

General ultrasound speckle models in determining scatterer density

In-vitro and in-vivo diagnostic techniques for prostate cancer: a review

scientific article published on October 2014

Integrating 3D Model Representation for an Accurate Non-Invasive Assessment of Pressure Injuries with Deep Learning

scientific article published on 21 May 2020

Kidney segmentation from CT images using a 3D NMF-guided active contour model

MRI-based diagnostic system for early detection of prostate cancer

Myocardial borders segmentation from cine MR images using bidirectional coupled parametric deformable models

scientific article published in September 2013

Particle swarm optimization of neural network CAD systems with clinically relevant objectives

Pressure injury image analysis with machine learning techniques: A systematic review on previous and possible future methods

scientific article published on 13 November 2019

Probabilistic framework for reliability analysis of information-theoretic CAD systems in mammography

scientific article

Recursive trace line method for detecting myelinated bundles: a comparison study with pyramidal cell arrays

scientific article

Reliability analysis framework for computer-assisted medical decision systems

scientific article published in February 2007

Significance of MPEG-7 textural features for improved mass detection in mammography

scientific article published in January 2006

Similarity metrics based on nonadditive entropies for 2D-3D multimodal biomedical image registration

Tissue classification and segmentation of pressure injuries using convolutional neural networks

scientific article published on 3 March 2018

Unsupervised tissue segmentation in screening mammograms for automated breast density assessment

Visualization of neural-network gaps based on error analysis

scientific article published in January 1999

List of works by Adel S. Elmaghraby

3D Kidney Segmentation from Abdominal Images Using Spatial-Appearance Models

A Generalized Deep Learning-Based Diagnostic System for Early Diagnosis of Various Types of Pulmonary Nodules

A Novel Framework for Early Detection of Hypertension using Magnetic Resonance Angiography

A Novel Image-Based Approach for Early Detection of Prostate Cancer Using DCE-MRI

A concentric morphology model for the detection of masses in mammography

A novel 3D segmentation approach for segmenting the prostate from dynamic contrast enhanced MRI using current appearance and learned shape prior

A novel 4D PDE-based approach for accurate assessment of myocardium function using cine cardiac magnetic resonance images

A novel technique for assessing the case-specific reliability of decisions made by CAD tools

Adapted morphing model for 3D volume reconstruction applied to abdominal CT images

Automated detection of mammographic masses: preliminary assessment of an information-theoretic CAD scheme for reduction of false positives

Automated framework for accurate segmentation of pressure ulcer images

Automatized colon polyp segmentation via contour region analysis

Bilateral Breast Volume Asymmetry in Screening Mammograms as a Potential Marker of Breast Cancer: Preliminary Experience

Biologically Inspired Methods for Imaging, Cognition, Vision, and Intelligence

Classification of pressure ulcer tissues with 3D convolutional neural network

Confidence-based stratification of CAD recommendations with application to breast cancer detection

Contribution of Haar wavelets and MPEG-7 textural features for false positive reduction in a CAD system for the detection of masses in mammograms

Cyber security challenges in Smart Cities: Safety, security and privacy

DNA: directional neighborhood analysis for detection of breast masses in screening mammograms

Data Mining in Proteomic Mass Spectrometry

Deep Learning Role in Early Diagnosis of Prostate Cancer.

Detection of Volatile Compounds Emitted by Bacteria in Wounds Using Gas Sensors

Detection of architectural distortion in mammograms using fractal analysis

Detection of lung injury using 4D-CT chest images

Efficient use of mobile devices for quantification of pressure injury images.

Estimation of K distribution parameters using neural networks

Estimation of generalized entropies with sample spacing

Estimation of generalized entropies with sample spacing

General ultrasound speckle models in determining scatterer density

In-vitro and in-vivo diagnostic techniques for prostate cancer: a review

Integrating 3D Model Representation for an Accurate Non-Invasive Assessment of Pressure Injuries with Deep Learning

Kidney segmentation from CT images using a 3D NMF-guided active contour model

MRI-based diagnostic system for early detection of prostate cancer

Myocardial borders segmentation from cine MR images using bidirectional coupled parametric deformable models

Particle swarm optimization of neural network CAD systems with clinically relevant objectives

Pressure injury image analysis with machine learning techniques: A systematic review on previous and possible future methods

Probabilistic framework for reliability analysis of information-theoretic CAD systems in mammography

Recursive trace line method for detecting myelinated bundles: a comparison study with pyramidal cell arrays

Reliability analysis framework for computer-assisted medical decision systems

Significance of MPEG-7 textural features for improved mass detection in mammography

Similarity metrics based on nonadditive entropies for 2D-3D multimodal biomedical image registration

Tissue classification and segmentation of pressure injuries using convolutional neural networks

Unsupervised tissue segmentation in screening mammograms for automated breast density assessment

Visualization of neural-network gaps based on error analysis