Fahmi Khalifa
Orcid: 0000-0003-3318-2851
According to our database1,
Fahmi Khalifa
authored at least 104 papers
between 2010 and 2026.
Collaborative distances:
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Bibliography
2026
Multi-resolution multi-path shallow deep network for Diabetic Foot Ulcers identification.
Biomed. Signal Process. Control., 2026
2025
Machine learning and deep learning based psoriasis recognition system: evaluation, management, prognosis - where we are and the way to the future.
Artif. Intell. Rev., September, 2025
Synthetic Data-Driven Multi-Architecture Framework for Automated Polyp Segmentation Through Integrated Detection and Mask Generation.
CoRR, August, 2025
The role of AI for improved management of breast cancer: Enhanced diagnosis and health disparity mitigation.
Comput. Methods Programs Biomed., 2025
Text-Guided Synthesis in Medical Multimedia Retrieval: A Framework for Enhanced Colonoscopy Image Classification and Segmentation.
Algorithms, 2025
Explainable MRI-Based Ensemble Learnable Architecture for Alzheimer's Disease Detection.
Algorithms, 2025
2024
Algorithms, June, 2024
Guest Editorial Advanced Machine Learning and Artificial Intelligence Tools for Computational Biology: Methodologies and Challenges.
IEEE J. Biomed. Health Informatics, April, 2024
A Clinically Explainable AI-Based Grading System for Age-Related Macular Degeneration Using Optical Coherence Tomography.
IEEE J. Biomed. Health Informatics, April, 2024
A Hybrid Learning-Architecture for Mental Disorder Detection Using Emotion Recognition.
IEEE Access, 2024
Incorporating Imaging, Clinical, Pathology, and Demographic Markers for Hormonal Therapy Prediction in Prostate Cancer.
IEEE Access, 2024
Advancing Personalized Prostate Cancer Therapy Through Hormonal Treatment: Promising Findings.
Proceedings of the IEEE International Symposium on Biomedical Imaging, 2024
Advancing AI-Powered Medical Image Synthesis: Insights from MedVQA-GI Challenge Using CLIP, Fine-Tuned Stable Diffusion, and Dream-Booth + LoRA.
Proceedings of the Working Notes of the Conference and Labs of the Evaluation Forum (CLEF 2024), 2024
Proceedings of the Working Notes of the Conference and Labs of the Evaluation Forum (CLEF 2024), 2024
Fingerprint Identification of Generative Models Using a MultiFormer Ensemble Approach.
Proceedings of the Working Notes of the Conference and Labs of the Evaluation Forum (CLEF 2024), 2024
2023
IEEE J. Biomed. Health Informatics, April, 2023
Multi-Model Fusion of CNNs for Identification of Parkinson's Disease Using Handwritten Samples.
IEEE Access, 2023
Proceedings of the IEEE International Conference on Image Processing, 2023
Automated Diagnosis of Breast Cancer Using Deep Learning-Based Whole Slide Image Analysis of Molecular Biomarkers.
Proceedings of the IEEE International Conference on Image Processing, 2023
2022
Automated Diagnosis of Optical Coherence Tomography Angiography (OCTA) Based on Machine Learning Techniques.
Sensors, 2022
The Role of Different Retinal Imaging Modalities in Predicting Progression of Diabetic Retinopathy: A Survey.
Sensors, 2022
Conditional GANs based system for fibrosis detection and quantification in Hematoxylin and Eosin whole slide images.
Medical Image Anal., 2022
Mutliresolutional ensemble PartialNet for Alzheimer detection using magnetic resonance imaging data.
Int. J. Intell. Syst., 2022
Automated CAD System for Intermediate Uveitis Grading Using Optical Coherence Tomography Images.
Proceedings of the 19th IEEE International Symposium on Biomedical Imaging, 2022
Diabetic Retinopathy Diagnostic CAD System Using 3D-Oct Higher Order Spatial Appearance Model.
Proceedings of the 19th IEEE International Symposium on Biomedical Imaging, 2022
Proceedings of the 26th International Conference on Pattern Recognition, 2022
A Pyramidal CNN-Based Gleason Grading System Using Digitized Prostate Biopsy Specimens.
Proceedings of the 26th International Conference on Pattern Recognition, 2022
2021
Novel MRI-Based CAD System for Early Detection of Thyroid Cancer Using Multi-Input CNN.
Sensors, 2021
A Deep Learning Pipeline for Grade Groups Classification Using Digitized Prostate Biopsy Specimens.
Sensors, 2021
An Automated CAD System for Accurate Grading of Uveitis Using Optical Coherence Tomography Images.
Sensors, 2021
A multiparametric MRI-based CAD system for accurate diagnosis of bladder cancer staging.
Comput. Medical Imaging Graph., 2021
Thyroid Cancer Computer-Aided Diagnosis System using MRI-Based Multi-Input CNN Model.
Proceedings of the 18th IEEE International Symposium on Biomedical Imaging, 2021
A Cad System For Accurate Diagnosis Of Bladder Cancer Staging Using A Multiparametric MRI.
Proceedings of the 18th IEEE International Symposium on Biomedical Imaging, 2021
2020
A Chaotic-Based Encryption/Decryption Framework for Secure Multimedia Communications.
Entropy, 2020
A deep learning-based approach for automatic segmentation and quantification of the left ventricle from cardiac cine MR images.
Comput. Medical Imaging Graph., 2020
A 3D CNN with a Learnable Adaptive Shape Prior for Accurate Segmentation of Bladder Wall Using MR Images.
Proceedings of the 17th IEEE International Symposium on Biomedical Imaging, 2020
2019
Computer-Aided Diagnostic System for Early Detection of Acute Renal Transplant Rejection Using Diffusion-Weighted MRI.
IEEE Trans. Biomed. Eng., 2019
Computer-Aided Diagnosis of Acute Myocardial Infarction using Time-Dependent Plasma Metabolites.
Proceedings of the 2019 IEEE International Conference on Imaging Systems and Techniques, 2019
A Deep Learning-Based Approach for Accurate Segmentation of Bladder Wall using MR Images.
Proceedings of the 2019 IEEE International Conference on Imaging Systems and Techniques, 2019
Proceedings of the 2019 IEEE International Conference on Imaging Systems and Techniques, 2019
Automatic Segmentation and Functional Assessment of the Left Ventricle using U-net Fully Convolutional Network.
Proceedings of the 2019 IEEE International Conference on Imaging Systems and Techniques, 2019
2018
A Novel CAD System for Detecting Acute Rejection of Renal Allografts Based on Integrating Imaging-markers and Laboratory Biomarkers.
Proceedings of the 2018 IEEE International Conference on Imaging Systems and Techniques, 2018
Athlete-Customized Injury Prediction using Training Load Statistical Records and Machine Learning.
Proceedings of the 2018 IEEE International Symposium on Signal Processing and Information Technology (ISSPIT), 2018
Proceedings of the 2018 IEEE International Symposium on Signal Processing and Information Technology (ISSPIT), 2018
Proceedings of the 2018 IEEE International Symposium on Signal Processing and Information Technology (ISSPIT), 2018
Predictive Biomarkers for Neoadjuvant Chemotherapy Response in Muscle-Invasive Bladder Cancer: A survey.
Proceedings of the 2018 IEEE International Symposium on Signal Processing and Information Technology (ISSPIT), 2018
2017
Accurate Lungs Segmentation on CT Chest Images by Adaptive Appearance-Guided Shape Modeling.
IEEE Trans. Medical Imaging, 2017
Comput. Math. Methods Medicine, 2017
Comput. Biol. Medicine, 2017
Proceedings of the 14th IEEE International Symposium on Biomedical Imaging, 2017
Proceedings of the 2017 IEEE International Conference on Image Processing, 2017
2016
Infant Brain Extraction in T1-Weighted MR Images Using BET and Refinement Using LCDG and MGRF Models.
IEEE J. Biomed. Health Informatics, 2016
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2016, 2016
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2016, 2016
Proceedings of the 13th IEEE International Symposium on Biomedical Imaging, 2016
Proceedings of the 13th IEEE International Symposium on Biomedical Imaging, 2016
Proceedings of the 13th IEEE International Symposium on Biomedical Imaging, 2016
Proceedings of the 13th IEEE International Symposium on Biomedical Imaging, 2016
Proceedings of the 13th IEEE International Symposium on Biomedical Imaging, 2016
Detection of white matter abnormalities in MR brain images for diagnosis of autism in children.
Proceedings of the 13th IEEE International Symposium on Biomedical Imaging, 2016
Proceedings of the 2016 IEEE International Conference on Image Processing, 2016
A new non-invasive approach for early classification of renal rejection types using diffusion-weighted MRI.
Proceedings of the 2016 IEEE International Conference on Image Processing, 2016
Proceedings of the 2016 IEEE International Conference on Image Processing, 2016
A random forest-based framework for 3D kidney segmentation from dynamic contrast-enhanced CT images.
Proceedings of the 2016 IEEE International Conference on Image Processing, 2016
2015
Proceedings of the 12th IEEE International Symposium on Biomedical Imaging, 2015
Proceedings of the 2015 IEEE International Conference on Image Processing, 2015
Proceedings of the 2015 IEEE International Conference on Image Processing, 2015
Segmentation of infant brain MR images based on adaptive shape prior and higher-order MGRF.
Proceedings of the 2015 IEEE International Conference on Image Processing, 2015
2014
Proceedings of the IEEE 11th International Symposium on Biomedical Imaging, 2014
A novel 4D PDE-based approach for accurate assessment of myocardium function using cine cardiac magnetic resonance images.
Proceedings of the 2014 IEEE International Conference on Image Processing, 2014
Proceedings of the 2014 IEEE International Conference on Image Processing, 2014
An integrated geometrical and stochastic approach for accurate infant brain extraction.
Proceedings of the 2014 IEEE International Conference on Image Processing, 2014
2013
Dynamic Contrast-Enhanced MRI-Based Early Detection of Acute Renal Transplant Rejection.
IEEE Trans. Medical Imaging, 2013
Pattern Recognit. Lett., 2013
Segmentation of lung region based on using parallel implementation of joint MGRF: Validation on 3D realistic lung phantoms.
Proceedings of the 10th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2013
A new shape-based framework for the left ventricle wall segmentation from cardiac first-pass perfusion mri.
Proceedings of the 10th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2013
2012
IEEE Trans. Biomed. Eng., 2012
A Novel Approach for Global Lung Registration Using 3D Markov-Gibbs Appearance Model.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2012, 2012
Improving full-cardiac cycle strain estimation from tagged CMR by accurate modeling of 3D image appearance characteristics.
Proceedings of the 9th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2012
A new nonrigid registration framework for improved visualization of transmural perfusion gradients on cardiac first-pass perfusion MRI.
Proceedings of the 9th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2012
Proceedings of the 9th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2012
Proceedings of the 21st International Conference on Pattern Recognition, 2012
Accurate modeling of tagged CMR 3D image appearance characteristics to improve cardiac cycle strain estimation.
Proceedings of the 19th IEEE International Conference on Image Processing, 2012
A new nonrigid registration approach for motion correction of cardiac first-pass perfusion MRI.
Proceedings of the 19th IEEE International Conference on Image Processing, 2012
Proceedings of the 19th IEEE International Conference on Image Processing, 2012
2011
3D Kidney Segmentation from CT Images Using a Level Set Approach Guided by a Novel Stochastic Speed Function.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2011, 2011
Proceedings of the 8th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2011
Automatic analysis of left ventricle wall thickness using short-axis cine CMR images.
Proceedings of the 8th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2011
A new 3D automatic segmentation framework for accurate segmentation of prostate from DCE-MRI.
Proceedings of the 8th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2011
Proceedings of the Information Processing in Medical Imaging, 2011
Proceedings of the 18th IEEE International Conference on Image Processing, 2011
A new deformable model-based segmentation approach for accurate extraction of the kidney from abdominal CT images.
Proceedings of the 18th IEEE International Conference on Image Processing, 2011
A novel approach for accurate estimation of left ventricle global indexes from short-axis cine MRI.
Proceedings of the 18th IEEE International Conference on Image Processing, 2011
3D automatic approach for precise segmentation of the prostate from Diffusion-Weighted Magnetic Resonance Imaging.
Proceedings of the 18th IEEE International Conference on Image Processing, 2011
Proceedings of the 2011 Developments in E-systems Engineering, 2011
2010
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2010
A novel 3D segmentation approach for segmenting the prostate from dynamic contrast enhanced MRI using current appearance and learned shape prior.
Proceedings of the IEEE International Symposium on Signal Processing and Information Technology, 2010
Proceedings of the 20th International Conference on Pattern Recognition, 2010
Deformable model guided by stochastic speed with application in cine images segmentation.
Proceedings of the International Conference on Image Processing, 2010
A new validation approach for the growth rate measurement using elastic phantoms generated by state-of-the-art microfluidics technology.
Proceedings of the International Conference on Image Processing, 2010