M. Usman Akram
Orcid: 0000-0002-6208-7231
According to our database1,
M. Usman Akram
authored at least 166 papers
between 2008 and 2024.
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Bibliography
2024
Classification of Fetal Cardiac Arrhythmia Using Heart Rate Variability and Machine Learning.
Proceedings of the 5th International Conference on Advancements in Computational Sciences, 2024
Convolutional Neural Network Based Predictive Framework for Intensive Care Unit Readmission.
Proceedings of the 5th International Conference on Advancements in Computational Sciences, 2024
2023
Multi-head deep learning framework for pulmonary disease detection and severity scoring with modified progressive learning.
Biomed. Signal Process. Control., August, 2023
Analysis of EEG signals using deep learning to highlight effects of vibration-based therapy on brain.
Biomed. Signal Process. Control., May, 2023
Angular contrastive distillation driven self-supervised scanner independent screening and grading of retinopathy.
Inf. Fusion, April, 2023
Survey of explainable artificial intelligence techniques for biomedical imaging with deep neural networks.
Comput. Biol. Medicine, April, 2023
A Comprehensive Review of Artificial Intelligence Applications in Major Retinal Conditions.
CoRR, 2023
Biomed. Signal Process. Control., 2023
IEEE Access, 2023
Signal Processing and Deep Learning Based Smartwatch Photoplethysmography Data Classification of Atrial Fibrillation, Premature Atrial and Ventricular Contraction.
Proceedings of the 9th International Conference on Control, 2023
Proceedings of the IEEE International Conference on Computational Intelligence and Virtual Environments for Measurement Systems and Applications, 2023
2022
Localization and Edge-Based Segmentation of Lumbar Spine Vertebrae to Identify the Deformities Using Deep Learning Models.
Sensors, 2022
Sensors, 2022
An Ensemble Learning Method for Emotion Charting Using Multimodal Physiological Signals.
Sensors, 2022
IET Image Process., 2022
Vertebrae localization and spine segmentation on radiographic images for feature-based curvature classification for scoliosis.
Concurr. Comput. Pract. Exp., 2022
Comput. Biol. Medicine, 2022
Comput. Biol. Medicine, 2022
EEG-based emotion charting for Parkinson's disease patients using Convolutional Recurrent Neural Networks and cross dataset learning.
Comput. Biol. Medicine, 2022
Machine Learning and Signal Processing Based Analysis of sEMG Signals for Daily Action Classification.
IEEE Access, 2022
A Hybrid VDV Model for Automatic Diagnosis of Pneumothorax Using Class-Imbalanced Chest X-Rays Dataset.
IEEE Access, 2022
Dilated Convolution and Residual Network based Convolutional Neural Network for Recognition of Disastrous Events.
Proceedings of the IEEE International Symposium on Robotic and Sensors Environments, 2022
MoDLF: a model-driven deep learning framework for autonomous vehicle perception (AVP).
Proceedings of the 25th International Conference on Model Driven Engineering Languages and Systems, 2022
2021
RAG-FW: A Hybrid Convolutional Framework for the Automated Extraction of Retinal Lesions and Lesion-Influenced Grading of Human Retinal Pathology.
IEEE J. Biomed. Health Informatics, 2021
Incremental Cross-Domain Adaptation for Robust Retinopathy Screening via Bayesian Deep Learning.
IEEE Trans. Instrum. Meas., 2021
Clinically Verified Hybrid Deep Learning System for Retinal Ganglion Cells Aware Grading of Glaucomatous Progression.
IEEE Trans. Biomed. Eng., 2021
Capturing the real customer experience based on the parameters in the call detail records.
Multim. Tools Appl., 2021
Correction to: Extraction of Retinal Layers Through Convolution Neural Network (CNN) in an OCT Image for Glaucoma Diagnosis.
J. Digit. Imaging, 2021
A study to identify limitations of existing automated systems to detect glaucoma at initial and curable stage.
Int. J. Imaging Syst. Technol., 2021
Automated diagnosis system for age-related macular degeneration using hybrid features set from fundus images.
Int. J. Imaging Syst. Technol., 2021
Spinal vertebrae localization and analysis on disproportionality in curvature using radiography - a comprehensive review.
EURASIP J. Image Video Process., 2021
Heart rate tracking in photoplethysmography signals affected by motion artifacts: a review.
EURASIP J. Adv. Signal Process., 2021
An incremental learning approach to automatically recognize pulmonary diseases from the multi-vendor chest radiographs.
Comput. Biol. Medicine, 2021
CDC-Net: Cascaded decoupled convolutional network for lesion-assisted detection and grading of retinopathy using optical coherence tomography (OCT) scans.
Biomed. Signal Process. Control., 2021
IEEE Access, 2021
Genetic Algorithm Based Automatic Out-Patient Experience Management System (GAPEM) Using RFIDs and Sensors.
IEEE Access, 2021
Automatic Diagnosis of Pneumothorax From Chest Radiographs: A Systematic Literature Review.
IEEE Access, 2021
Proceedings of the 18th IEEE/ACS International Conference on Computer Systems and Applications, 2021
2020
Towards to Optimal Wavelet Denoising Scheme - A Novel Spatial and Volumetric Mapping of Wavelet-Based Biomedical Data Smoothing.
Sensors, 2020
Neural Comput. Appl., 2020
Extraction of Retinal Layers Through Convolution Neural Network (CNN) in an OCT Image for Glaucoma Diagnosis.
J. Digit. Imaging, 2020
A Hybrid VDV Model for Automatic Diagnosis of Pneumothorax using Class-Imbalanced Chest X-rays Dataset.
CoRR, 2020
Automatic Diagnosis of Pneumothorax from Chest Radiographs: A Systematic Literature Review.
CoRR, 2020
CoRR, 2020
Evaluation of Deep Segmentation Models for the Extraction of Retinal Lesions from Multi-modal Retinal Images.
CoRR, 2020
Proceedings of the Soft Computing Applications, 2020
Multistage Deep Neural Network Framework for People Detection and Localization Using Fusion of Visible and Thermal Images.
Proceedings of the Image and Signal Processing - 9th International Conference, 2020
Exploiting the Transferability of Deep Learning Systems Across Multi-modal Retinal Scans for Extracting Retinopathy Lesions.
Proceedings of the 20th IEEE International Conference on Bioinformatics and Bioengineering, 2020
2019
Deployment of social nets in multilayer model to identify key individuals using majority voting.
Knowl. Inf. Syst., 2019
J. Real Time Image Process., 2019
Key individual identification using dimensional relevance in the stratum of networks.
J. Intell. Fuzzy Syst., 2019
CPS-based fully automatic cardiac left ventricle and left atrium segmentation in 3D MRI.
J. Intell. Fuzzy Syst., 2019
Automated glaucoma detection using retinal layers segmentation and optic cup-to-disc ratio in optical coherence tomography images.
IET Image Process., 2019
Deep structure tensor graph search framework for automated extraction and characterization of retinal layers and fluid pathology in retinal SD-OCT scans.
Comput. Biol. Medicine, 2019
Biomed. Signal Process. Control., 2019
Diabetic retinopathy detection through novel tetragonal local octa patterns and extreme learning machines.
Artif. Intell. Medicine, 2019
A Machine Learning Technique to Classify LSST Observed Astronomical Objects Based on Photometric Data.
Proceedings of the 6th Swiss Conference on Data Science, 2019
Proceedings of the 2019 11th International Conference on Computer and Automation Engineering, 2019
Proceedings of the 6th International Conference on Control, 2019
Proceedings of the 18th IEEE International Conference on Cognitive Informatics & Cognitive Computing, 2019
2018
Melanocytic and nevus lesion detection from diseased dermoscopic images using fuzzy and wavelet techniques.
Soft Comput., 2018
A Parallel Architecture for the Partitioning around Medoids (PAM) Algorithm for Scalable Multi-Core Processor Implementation with Applications in Healthcare.
Sensors, 2018
Multilayered Deep Structure Tensor Delaunay Triangulation and Morphing Based Automated Diagnosis and 3D Presentation of Human Macula.
J. Medical Syst., 2018
Automated Segmentation and Quantification of Drusen in Fundus and Optical Coherence Tomography Images for Detection of ARMD.
J. Digit. Imaging, 2018
Localization and classification of heart beats in phonocardiography signals - a comprehensive review.
EURASIP J. Adv. Signal Process., 2018
Analysis of PCG signals using quality assessment and homomorphic filters for localization and classification of heart sounds.
Comput. Methods Programs Biomed., 2018
Arteriovenous ratio and papilledema based hybrid decision support system for detection and grading of hypertensive retinopathy.
Comput. Methods Programs Biomed., 2018
Decision support system for detection of hypertensive retinopathy using arteriovenous ratio.
Artif. Intell. Medicine, 2018
Fundus Images-Based Detection and Grading of Macular Edema Using Robust Macula Localization.
IEEE Access, 2018
Detection of Glaucoma Using Cup to Disc Ratio From Spectral Domain Optical Coherence Tomography Images.
IEEE Access, 2018
Structure Tensor Graph Searches Based Fully Automated Grading and 3D Profiling of Maculopathy From Retinal OCT Images.
IEEE Access, 2018
Terrorist Network Analysis and Identification of Main Actors Using Machine Learning Techniques.
Proceedings of the 6th International Conference on Information Technology: IoT and Smart City, 2018
Proceedings of the Image Analysis and Recognition - 15th International Conference, 2018
Proceedings of the Image Analysis and Recognition - 15th International Conference, 2018
Extraction and Analysis of RPE layer from OCT Images for Detection of Age Related Macular Degeneration.
Proceedings of the 20th IEEE International Conference on e-Health Networking, 2018
Deep Learning Based Automated Extraction of Intra-Retinal Layers for Analyzing Retinal Abnormalities.
Proceedings of the 20th IEEE International Conference on e-Health Networking, 2018
Proceedings of the 20th IEEE International Conference on e-Health Networking, 2018
2017
Multim. Tools Appl., 2017
J. Medical Syst., 2017
Improved automated detection of glaucoma from fundus image using hybrid structural and textural features.
IET Image Process., 2017
Automatic gleason grading of prostate cancer using Gabor filter and local binary patterns.
Proceedings of the 40th International Conference on Telecommunications and Signal Processing, 2017
Proceedings of the 2nd International Conference on Multimedia Systems and Signal Processing, 2017
Proceedings of the Engineering Multi-Agent Systems - 5th International Workshop, 2017
2016
Multim. Tools Appl., 2016
Microprocess. Microsystems, 2016
Automated diagnosis of macular edema and central serous retinopathy through robust reconstruction of 3D retinal surfaces.
Comput. Methods Programs Biomed., 2016
Comput. Electr. Eng., 2016
Proceedings of the Knowledge Science, Engineering and Management, 2016
Proceedings of the International SoC Design Conference, 2016
Automated segmentation of RPE layer for the detection of age macular degeneration using OCT images.
Proceedings of the Sixth International Conference on Image Processing Theory, 2016
Detection of Acoustic Events by using MFCC and Spectro-Temporal Gabor Filterbank Features.
Proceedings of the 8th International Conference on Signal Processing Systems, 2016
Unsupervised Neural Network optimized with Sequential Quadratic Programming for Linear and Non-Linear Dynamical Systems.
Proceedings of the 8th International Conference on Signal Processing Systems, 2016
Proceedings of the 2016 IEEE International Conference on Cloud Engineering Workshop, 2016
Proceedings of the 16th International Conference on Hybrid Intelligent Systems (HIS 2016), 2016
Separation of Vertebrae Regions from Cervical Radiographs Using Inter-Vertebra Distance and Orientation.
Proceedings of the 16th International Conference on Hybrid Intelligent Systems (HIS 2016), 2016
Proceedings of the 16th International Conference on Hybrid Intelligent Systems (HIS 2016), 2016
Proceedings of the 16th International Conference on Hybrid Intelligent Systems (HIS 2016), 2016
Proceedings of the Third International Afro-European Conference for Industrial Advancement, 2016
Proceedings of the Third International Afro-European Conference for Industrial Advancement, 2016
Proceedings of the Third International Afro-European Conference for Industrial Advancement, 2016
Generation of High Resolution Medical Images Using Super Resolution via Sparse Representation.
Proceedings of the Third International Afro-European Conference for Industrial Advancement, 2016
2015
Behaviour recognition using multivariate m-mediod based modelling of motion trajectories.
Multim. Syst., 2015
J. Sensors, 2015
Hybrid Features and Mediods Classification based Robust Segmentation of Blood Vessels.
J. Medical Syst., 2015
Intensity-based statistical features for classification of lungs CT scan nodules using artificial intelligence techniques.
J. Exp. Theor. Artif. Intell., 2015
A Novel Compression Technique for Multi-Camera Nodes through Directional Correlation.
Int. J. Distributed Sens. Networks, 2015
Proceedings of the IEEE/WIC/ACM International Conference on Web Intelligence and Intelligent Agent Technology, 2015
A Case Study Approach: Iterative Prototyping Model Based Detection of Macular Edema in Retinal OCT Images.
Proceedings of the 27th International Conference on Software Engineering and Knowledge Engineering, 2015
Autonomous Glaucoma detection from fundus image using cup to disc ratio and hybrid features.
Proceedings of the IEEE International Symposium on Signal Processing and Information Technology, 2015
Proceedings of the 2015 Second International Conference on Information Security and Cyber Forensics, 2015
Proceedings of the 2015 Second International Conference on Information Security and Cyber Forensics, 2015
ECG biometric identification for general population using multiresolution analysis of DWT based features.
Proceedings of the 2015 Second International Conference on Information Security and Cyber Forensics, 2015
Proceedings of the 5th International Conference on IT Convergence and Security, 2015
Proceedings of the 5th International Conference on IT Convergence and Security, 2015
ECG Based Biometric Identification for Population with Normal and Cardiac Anomalies Using Hybrid HRV and DWT Features.
Proceedings of the 5th International Conference on IT Convergence and Security, 2015
Crackle separation and classification from normal Respiratory sounds using Gaussian Mixture Model.
Proceedings of the 10th IEEE International Conference on Industrial and Information Systems, 2015
Proceedings of the Image Analysis and Recognition - 12th International Conference, 2015
Proceedings of the 17th International Conference on E-health Networking, 2015
Survey Based Analysis of Internet of Things Based Architectural Framework for Hospital Management System.
Proceedings of the 13th International Conference on Frontiers of Information Technology, 2015
WML: Wireless Sensor Network based Machine Learning for Leakage Detection and Size Estimation.
Proceedings of the 6th International Conference on Emerging Ubiquitous Systems and Pervasive Networks (EUSPN 2015)/ The 5th International Conference on Current and Future Trends of Information and Communication Technologies in Healthcare (ICTH-2015)/ Affiliated Workshops, 2015
Proceedings of the 2015 Fifth International Conference on Digital Information and Communication Technology and its Applications, 2015
Proceedings of the 2015 Fifth International Conference on Digital Information and Communication Technology and its Applications, 2015
Optic disc localization using local vessel based features and support vector machine.
Proceedings of the 15th IEEE International Conference on Bioinformatics and Bioengineering, 2015
2014
Comput. Methods Programs Biomed., 2014
Comput. Biol. Medicine, 2014
Proceedings of the 2014 IEEE International Conference on Internet of Things, 2014
Proceedings of the 4th International Conference on Image Processing Theory, 2014
Proceedings of the 4th International Conference on Image Processing Theory, 2014
Proceedings of the 4th International Conference on Image Processing Theory, 2014
Separation and Classification of Crackles and Bronchial Breath Sounds from Normal Breath Sounds Using Gaussian Mixture Model.
Proceedings of the Neural Information Processing - 21st International Conference, 2014
Analysis of OCT Images for Detection of Choroidal Neovascularization in Retinal Pigment Epithelial Layer.
Proceedings of the Neural Information Processing - 21st International Conference, 2014
Proceedings of the 2014 International Conference on IT Convergence and Security, 2014
Proceedings of the Image Analysis and Recognition - 11th International Conference, 2014
Detection of Hemorrhages in Colored Fundus Images Using Non Uniform Illumination Estimation.
Proceedings of the Image Analysis and Recognition - 11th International Conference, 2014
Proceedings of the 14th International Conference on Hybrid Intelligent Systems, 2014
Proceedings of the 14th International Conference on Hybrid Intelligent Systems, 2014
Proceedings of the 14th International Conference on Hybrid Intelligent Systems, 2014
Proceedings of the 12th International Conference on Frontiers of Information Technology, 2014
2013
Identification and classification of microaneurysms for early detection of diabetic retinopathy.
Pattern Recognit., 2013
J. Digit. Imaging, 2013
Multilayered thresholding-based blood vessel segmentation for screening of diabetic retinopathy.
Eng. Comput., 2013
Detection of neovascularization in retinal images using multivariate m-Mediods based classifier.
Comput. Medical Imaging Graph., 2013
Proceedings of the 2013 Fourth International Workshop on Computational Intelligence in Medical Imaging, 2013
Proceedings of the 2013 Fourth International Workshop on Computational Intelligence in Medical Imaging, 2013
2012
Automated Detection of Dark and Bright Lesions in Retinal Images for Early Detection of Diabetic Retinopathy.
J. Medical Syst., 2012
Proceedings of the Neural Information Processing - 19th International Conference, 2012
Proceedings of the Image Analysis and Recognition - 9th International Conference, 2012
Proceedings of the 8th International Conference on Collaborative Computing: Networking, 2012
Automated segmentation of blood vessels for detection of proliferative diabetic retinopathy.
Proceedings of 2012 IEEE-EMBS International Conference on Biomedical and Health Informatics, 2012
2011
An automated system for fingerprint classification using singular points for biometric security.
Proceedings of the 6th International Conference for Internet Technology and Secured Transactions, 2011
Proceedings of the 6th International Conference for Internet Technology and Secured Transactions, 2011
2010
Proceedings of the Image Analysis and Recognition, 7th International Conference, 2010
2009
Proceedings of the First International Conference of Soft Computing and Pattern Recognition, 2009
Arif Index for Predicting the Classification Accuracy of Features and Its Application in Heart Beat Classification Problem.
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2009
Proceedings of the 2009 International Conference on Digital Image Processing, 2009
Proceedings of the FIT '09, 2009
Proceedings of the CSIE 2009, 2009 WRI World Congress on Computer Science and Information Engineering, March 31, 2009
Proceedings of the 2009 IEEE Symposium on Computational Intelligence for Image Processing, 2009
2008
Facial Expression Recognition Based on Fuzzy Logic.
Proceedings of the VISAPP 2008: Proceedings of the Third International Conference on Computer Vision Theory and Applications, Funchal, Madeira, Portugal, January 22-25, 2008, 2008
Fingerprint Image Segmentation Based on Boundary Values.
Proceedings of the VISAPP 2008: Proceedings of the Third International Conference on Computer Vision Theory and Applications, Funchal, Madeira, Portugal, January 22-25, 2008, 2008
Core Point Detection Using Fine Orientation Field Estimation.
Proceedings of the VISAPP 2008: Proceedings of the Third International Conference on Computer Vision Theory and Applications, Funchal, Madeira, Portugal, January 22-25, 2008, 2008
Proceedings of the Image Analysis and Recognition, 5th International Conference, 2008
Proceedings of the Image Analysis and Recognition, 5th International Conference, 2008
Proceedings of the 6th ACS/IEEE International Conference on Computer Systems and Applications, 2008