Muhammad Usman Akram

Publication Activity (10 Years)

Years Active: 2009-2024
Publications (10 Years): 69

Top Topics

Decision Support

Structure Tensor

Top Venues

Biomed. Signal Process. Control.

Comput. Biol. Medicine

Publications

Muhammad Waqas Ahmad, Muhammad Usman Akram, Mashood Mohammad Mohsan, Kashif Saghar, Rashid Ahmad, Wasi Haider Butt
Transformer-based sensor failure prediction and classification framework for UAVs. Expert Syst. Appl. 248 (2024)
Muhammad Imran, Muhammad Usman Akram, Mohsin Islam Tiwana, Anum Abdul Salam, Taimur Hassan, Danilo Greco
Two-dimensional hybrid incremental learning (2DHIL) framework for semantic segmentation of skin tissues. Image Vis. Comput. 148 (2024)
Muhammad Imran, Muhammad Usman Akram, Mohsin Islam Tiwana, Anum Abdul Salam, Danilo Greco
Two-dimensional hybrid incremental learning (2DHIL) framework for semantic segmentation of skin tissues. Image Vis. Comput. 148 (2024)
Ammara Nasim, Zawar Khan, Taimur Hassan, Soyiba Jawed, Muhammad Usman Akram, Jahan Zeb
A Cross-domain Vision Transformer Based Framework for Baggage Threat Classification. ICCAE (2024)
Muhammad Imran, Muhammad Usman Akram, Mohsin Islam Tiwana, Anum Abdul Salam, Danilo Greco
Erratum to "Two-dimensional hybrid incremental learning (2DHIL) framework for semantic segmentation of skin tissues" [Image and Vision Computing. Vol148 (2024) 105098]. Image Vis. Comput. 148 (2024)
Mohsan Tanveer, Muhammad Usman Akram, Asad Mansoor Khan
TransNetV: An optimized hybrid model for enhanced colorectal cancer image classification. Biomed. Signal Process. Control. 96 (2024)
Muhammad Arslan Shahid, Arslan Shaukat, Muhammad Usman Akram, Wasi Haider Butt
Classification of Fetal Cardiac Arrhythmia Using Heart Rate Variability and Machine Learning. ICACS (2024)
Nadia Rasheed, Muhammad Usman Akram, Jahan Zeb
Convolutional Neural Network Based Predictive Framework for Intensive Care Unit Readmission. ICACS (2024)
Bilal Hassan, Hina Raja, Taimur Hassan, Muhammad Usman Akram, Hira Raja, Alaa A. Abd-alrazaq, Siamak Yousefi, Naoufel Werghi
A comprehensive review of artificial intelligence models for screening major retinal diseases. Artif. Intell. Rev. 57 (5) (2024)
Sajid Nazir, Diane M. Dickson, Muhammad Usman Akram
Survey of explainable artificial intelligence techniques for biomedical imaging with deep neural networks. Comput. Biol. Medicine 156 (2023)
Syeda Noor-Ul-Huda Safder, Muhammad Usman Akram, Muhammad Najam Dar, Aliya Ashraf Khan, Sajid Gul Khawaja, Ahmed Rauf Subhani, Imran Khan Niazi, Sarah Gul
Analysis of EEG signals using deep learning to highlight effects of vibration-based therapy on brain. Biomed. Signal Process. Control. 83 (2023)
Mashood Mohammad Mohsan, Muhammad Usman Akram, Ghulam Rasool, Norah Saleh Alghamdi, Mohammad Abdullah-Al-Wadud, Muhammad Abbas
Vision Transformer and Language Model Based Radiology Report Generation. IEEE Access 11 (2023)
Taimur Hassan, Zhu Li, Muhammad Usman Akram, Irfan Hussain, Kinda Khalaf, Naoufel Werghi
Angular contrastive distillation driven self-supervised scanner independent screening and grading of retinopathy. Inf. Fusion 92 (2023)
Aaisha Javed, Muhammad Usman Akram, Norah Saleh Alghamdi
Signal Processing and Deep Learning Based Smartwatch Photoplethysmography Data Classification of Atrial Fibrillation, Premature Atrial and Ventricular Contraction. CoDIT (2023)
Hina Raja, Taimur Hassan, Bilal Hassan, Muhammad Usman Akram, Hira Raja, Alaa Abd-Alrazaq, Siamak Yousefi, Naoufel Werghi
A Comprehensive Review of Artificial Intelligence Applications in Major Retinal Conditions. CoRR (2023)
Asad Mansoor Khan, Muhammad Usman Akram, Sajid Nazir, Taimur Hassan, Sajid Gul Khawaja, Tatheer Fatima
Multi-head deep learning framework for pulmonary disease detection and severity scoring with modified progressive learning. Biomed. Signal Process. Control. 85 (2023)
Ammara Nasim, Divya Velayudhan, Abdelfatah Hassan Ahmed, Taimur Hassan, Samet Akcay, Muhammad Usman Akram, Naoufel Werghi
Incremental Instance Segmentation for Cluttered Baggage Threat Detection. CIVEMSA (2023)
Amna Waheed Awan, Syed Muhammad Usman, Shehzad Khalid, Aamir Anwar, Roobaea Alroobaea, Saddam Hussain, Jasem Almotiri, Syed Sajid Ullah, Muhammad Usman Akram
An Ensemble Learning Method for Emotion Charting Using Multimodal Physiological Signals. Sensors 22 (23) (2022)
Joddat Fatima, Mashood Mohsan, Amina Jameel, Muhammad Usman Akram, Adeel Muzaffar Syed
Vertebrae localization and spine segmentation on radiographic images for feature-based curvature classification for scoliosis. Concurr. Comput. Pract. Exp. 34 (26) (2022)
Asad Mansoor Khan, Taimur Hassan, Muhammad Usman Akram, Norah Saleh Alghamdi, Naoufel Werghi
Continual Learning Objective for Analyzing Complex Knowledge Representations. Sensors 22 (4) (2022)
Ayesha Sadiq, Sajid Gul Khawaja, Muhammad Usman Akram, Norah Saleh Alghamdi, Aimal Khan, Arsalan Shaukat
Machine Learning and Signal Processing Based Analysis of sEMG Signals for Daily Action Classification. IEEE Access 10 (2022)
Malaika Mushtaq, Muhammad Usman Akram, Norah Saleh Alghamdi, Joddat Fatima, Rao Farhat Masood
Localization and Edge-Based Segmentation of Lumbar Spine Vertebrae to Identify the Deformities Using Deep Learning Models. Sensors 22 (4) (2022)
Mehreen Sirshar, Taimur Hassan, Muhammad Usman Akram, Shoab Ahmed Khan
An Incremental Learning Approach to Automatically Recognize Pulmonary Diseases from the Multi-vendor Chest Radiographs. CoRR (2022)
Dania Shafique, Muhammad Usman Akram, Taimur Hassan, Tahira Anwar, Anum Abdul Salam
Dilated Convolution and Residual Network based Convolutional Neural Network for Recognition of Disastrous Events. ROSE (2022)
Muhammad Najam Dar, Muhammad Usman Akram, Yuvaraj Rajamanickam, Sajid Gul Khawaja, M. Murugappan
EEG-based emotion charting for Parkinson's disease patients using Convolutional Recurrent Neural Networks and cross dataset learning. Comput. Biol. Medicine 144 (2022)
Tahira Iqbal, Arslan Shaukat, Muhammad Usman Akram, Abdul Wahab Muzaffar, Zartasha Mustansar, Yung-Cheol Byun
A Hybrid VDV Model for Automatic Diagnosis of Pneumothorax Using Class-Imbalanced Chest X-Rays Dataset. IEEE Access 10 (2022)
Taimur Hassan, Muhammad Shafay, Bilal Hassan, Muhammad Usman Akram, Ayman Elbaz, Naoufel Werghi
Knowledge distillation driven instance segmentation for grading prostate cancer. Comput. Biol. Medicine 150 (2022)
Taimur Hassan, Muhammad Usman Akram, Naoufel Werghi, Muhammad Noman Nazir
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 25 (1) (2021)
Joddat Fatima, Muhammad Usman Akram, Amina Jameel, Adeel Muzaffar Syed
Spinal vertebrae localization and analysis on disproportionality in curvature using radiography - a comprehensive review. EURASIP J. Image Video Process. 2021 (1) (2021)
Tahira Iqbal, Arslan Shaukat, Muhammad Usman Akram, Zartasha Mustansar, Aimal Khan
Automatic Diagnosis of Pneumothorax From Chest Radiographs: A Systematic Literature Review. IEEE Access 9 (2021)
Taimur Hassan, Bilal Hassan, Muhammad Usman Akram, Shahrukh Hashmi, Abdel Hakim Taguri, Naoufel Werghi
Incremental Cross-Domain Adaptation for Robust Retinopathy Screening via Bayesian Deep Learning. CoRR (2021)
Taimur Hassan, Bilal Hassan, Muhammad Usman Akram, Shahrukh Hashmi, Abdel Hakim Taguri, Naoufel Werghi
Incremental Cross-Domain Adaptation for Robust Retinopathy Screening via Bayesian Deep Learning. IEEE Trans. Instrum. Meas. 70 (2021)
Tehmina Khalil, Muhammad Usman Akram, Samina Khalid, Saadat Hanif Dar, Nouman Ali
A study to identify limitations of existing automated systems to detect glaucoma at initial and curable stage. Int. J. Imaging Syst. Technol. 31 (3) (2021)
Hina Raja, Taimur Hassan, Muhammad Usman Akram, Naoufel Werghi
Clinically Verified Hybrid Deep Learning System for Retinal Ganglion Cells Aware Grading of Glaucomatous Progression. IEEE Trans. Biomed. Eng. 68 (7) (2021)
Mehreen Sirshar, Taimur Hassan, Muhammad Usman Akram, Shoab Ahmed Khan
An incremental learning approach to automatically recognize pulmonary diseases from the multi-vendor chest radiographs. Comput. Biol. Medicine 134 (2021)
Bilal Hassan, Shiyin Qin, Taimur Hassan, Muhammad Usman Akram, Ramsha Ahmed, Naoufel Werghi
CDC-Net: Cascaded decoupled convolutional network for lesion-assisted detection and grading of retinopathy using optical coherence tomography (OCT) scans. Biomed. Signal Process. Control. 70 (2021)
Nusratullah Khan, Muhammad Usman Akram, Asadullah Shah, Norah Saleh Alghamdi, Shoab Ahmed Khan
Capturing the real customer experience based on the parameters in the call detail records. Multim. Tools Appl. 80 (18) (2021)
Samina Khalid, Muhammad Usman Akram, Tehmina Shehryar, Waqas Ahmed, Marium Sadiq, Mahak Manzoor, Nelam Nosheen
Automated diagnosis system for age-related macular degeneration using hybrid features set from fundus images. Int. J. Imaging Syst. Technol. 31 (1) (2021)
Abid Sohail, Sehar Zia, Abdul Qayyum Khan, Muhammad Shahid Bhatti, Muhammad Usman Akram
From Enhanced ER to Multidimensional Model: A Methodology for Data Warehouse Design. SOFA (2020)
Bushra Khalid, Muhammad Usman Akram, Asad Mansoor Khan
Multistage Deep Neural Network Framework for People Detection and Localization Using Fusion of Visible and Thermal Images. ICISP (2020)
Ladislav Stanke, Jan Kubícek, Dominik Vilimek, Marek Penhaker, Martin Cerný, Martin Augustynek, Nikola Slaninova, Muhammad Usman Akram
Towards to Optimal Wavelet Denoising Scheme - A Novel Spatial and Volumetric Mapping of Wavelet-Based Biomedical Data Smoothing. Sensors 20 (18) (2020)
Taimur Hassan, Muhammad Usman Akram, Naoufel Werghi
Evaluation of Deep Segmentation Models for the Extraction of Retinal Lesions from Multi-modal Retinal Images. CoRR (2020)
Hina Raja, Taimur Hassan, Muhammad Usman Akram, Naoufel Werghi
Clinically Verified Hybrid Deep Learning System for Retinal Ganglion Cells Aware Grading of Glaucomatous Progression. CoRR (2020)
Seong Oun Hwang, Sansanee Auephanwiriyakul, Muhammad Usman Akram, Bok-Min Goi, Chee Seng Chan
Special issue on "Green and Human Information Technology 2019". Neural Comput. Appl. 32 (17) (2020)
Muhammad Najam Dar, Muhammad Usman Akram, Sajid Gul Khawaja, Amit N. Pujari
CNN and LSTM-Based Emotion Charting Using Physiological Signals. Sensors 20 (16) (2020)
Asad Mansoor Khan, Ayesha Sadiq, Sajid Gul Khawaja, Muhammad Usman Akram, Ali Saeed Khan
Physical Action Categorization using Signal Analysis and Machine Learning. CoRR (2020)
Taimur Hassan, Muhammad Usman Akram, Naoufel Werghi
Exploiting the Transferability of Deep Learning Systems Across Multi-modal Retinal Scans for Extracting Retinopathy Lesions. BIBE (2020)
Asad Mansoor Khan, Muhammad Usman Akram, Sajid Gul Khawaja, Ali Saeed Khan
A Machine Learning Technique to Classify LSST Observed Astronomical Objects Based on Photometric Data. SDS (2019)
Aneeqa Ramzan, Muhammad Usman Akram, Arslan Shaukat, Sajid Gul Khawaja, Ubaidullah Yasin, Wasi Haider Butt
Automated glaucoma detection using retinal layers segmentation and optic cup-to-disc ratio in optical coherence tomography images. IET Image Process. 13 (3) (2019)
Shahid Ismail Malik, Muhammad Usman Akram, Imran Siddiqi
Localization and classification of heartbeats using robust adaptive algorithm. Biomed. Signal Process. Control. 49 (2019)
Amna Tehreem, Sajid Gul Khawaja, Asad Mansoor Khan, Muhammad Usman Akram, Shoab Ahmed Khan
Multiprocessor architecture for real-time applications using mean shift clustering. J. Real Time Image Process. 16 (6) (2019)
Fozia Noor, Muhammad Usman Akram, Asadullah Shah, Shoab Ahmad Khan
Key individual identification using dimensional relevance in the stratum of networks. J. Intell. Fuzzy Syst. 37 (2) (2019)
Taimur Hassan, Muhammad Usman Akram, M. Furqan Masood, Ubaidullah Yasin
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 105 (2019)
Muhammad Majid Sharif, Muhammad Usman Akram, Asad Waqar Malik
Extraction and Analysis of RPE layer from OCT Images for Detection of Age Related Macular Degeneration. HealthCom (2018)
Qurat-ul-Ain Mubarak, Muhammad Usman Akram, Arslan Shaukat, Farhan Hussain, Sajid Gul Khawaja, Wasi Haider Butt
Analysis of PCG signals using quality assessment and homomorphic filters for localization and classification of heart sounds. Comput. Methods Programs Biomed. 164 (2018)
Hassan Mushtaq, Sajid Gul Khawaja, Muhammad Usman Akram, Amanullah Yasin, Muhammad Muzammal, Shehzad Khalid, Shoab Ahmad Khan
A Parallel Architecture for the Partitioning around Medoids (PAM) Algorithm for Scalable Multi-Core Processor Implementation with Applications in Healthcare. Sensors 18 (12) (2018)
Shahzad Akbar, Muhammad Usman Akram, Muhammad Sharif, Anam Tariq, Shoab Ahmad Khan
Decision support system for detection of hypertensive retinopathy using arteriovenous ratio. Artif. Intell. Medicine 90 (2018)
Muhammad Ammar, Sajid Gul Khawaja, Abeera Atif, Muhammad Usman Akram, Muntaha Sakeena
Learning Based Segmentation of Skin Lesion from Dermoscopic Images. HealthCom (2018)
Rabia Rashid, Muhammad Usman Akram, Taimur Hassan
Fully Convolutional Neural Network for Lungs Segmentation from Chest X-Rays. ICIAR (2018)
Taimur Hassan, Muhammad Usman Akram, Arslan Shaukat, Sajid Gul Khawaja, Bilal Hassan
Structure Tensor Graph Searches Based Fully Automated Grading and 3D Profiling of Maculopathy From Retinal OCT Images. IEEE Access 6 (2018)
Shahzad Akbar, Muhammad Usman Akram, Muhammad Sharif, Anam Tariq, Ubaidullah Yasin
Arteriovenous ratio and papilledema based hybrid decision support system for detection and grading of hypertensive retinopathy. Comput. Methods Programs Biomed. 154 (2018)
Shahzad Akbar, Muhammad Usman Akram, Muhammad Sharif, Anam Tariq, Ubaidullah Yasin
Decision Support System for Detection of Papilledema through Fundus Retinal Images. J. Medical Syst. 41 (4) (2017)
Muhammad Adnan Hashmi, Muhammad Usman Akram, Amal El Fallah Seghrouchni
PLACE: Planning Based Language for Agents and Computational Environments. EMAS@AAMAS (2017)
Tehmina Khalil, Muhammad Usman Akram, Samina Khalid, Amina Jameel
Improved automated detection of glaucoma from fundus image using hybrid structural and textural features. IET Image Process. 11 (9) (2017)
Umair Zafar Khan, Muhammad Usman Akram, Ali Hassan, Arslan Shaukat, Muhammad Kashan Basit, Abdul Wahid
Detection of Acoustic Events by using MFCC and Spectro-Temporal Gabor Filterbank Features. ICSPS (2016)
Zahra Noor, Muhammad Usman Akram, Mahmood Akhtar, Muhammad Saad
Facial Texture Analysis for Recognition of Human Gender. KSEM (2016)
Mubashira Zaman, Soweba Rahman, Tooba Rafique, Filza Ali, Muhammad Usman Akram
Hand Gesture Recognition Using Color Markers. HIS (2016)
Amna Waheed, Zahra Waheed, Muhammad Usman Akram, Arslan Shaukat
Removal of False Blood Vessels Using Shape Based Features and Image Inpainting. J. Sensors 2015 (2015)
Muhammad Adnan Hashmi, Amal El Fallah Seghrouchni, Muhammad Usman Akram
A Planning Based Agent Programming Language Supporting Environment Modeling. WI-IAT (2) (2015)
Muhammad Usman Akram, Hassan Moatasam Awan, Abdullah Amaan Khan
Dorsal hand veins based person identification. IPTA (2014)
Sadaf Ayaz, Sadaf Sahar, Madeeha Zafar, Muhammad Usman Akram, Yasser Nadeem
Analysis of OCT Images for Detection of Choroidal Neovascularization in Retinal Pigment Epithelial Layer. ICONIP (3) (2014)
Muhammad Usman Akram, Mahmood Akhtar, Muhammad Younus Javed
An Automated System for the Grading of Diabetic Maculopathy in Fundus Images. ICONIP (4) (2012)
Anam Tariq, Muhammad Usman Akram, Shoab Ahmad Khan
An automated system for fingerprint classification using singular points for biometric security. ICITST (2011)
Muhammad Usman Akram, Anam Tariq, Shoab Ahmad Khan
Retinal recognition: Personal identification using blood vessels. ICITST (2011)
Muhammad Arif, Fayyaz A. Afsar, Muhammad Usman Akram, Adnan Fida
Arif Index for Predicting the Classification Accuracy of Features and Its Application in Heart Beat Classification Problem. PAKDD (2009)
Muhammad Usman Akram, Anam Tariq, Sarwat Nasir, Shoab Ahmad Khan
Gabor wavelet based vessel segmentation in retinal images. CIIP (2009)
Muhammad Arif, Muhammad Usman Akram, Fayyaz A. Afsar
Arrhythmia Beat Classification Using Pruned Fuzzy K-Nearest Neighbor Classifier. SoCPaR (2009)