Muhammad Usman Akram

94 papers B 1C 7Misc 1Journal 66Unranked 19
YearRankTypeTitle / Venue / Authors
2026 J jnl
Radiology report generation from a singular perspective using transformers with Knowledge Distillation.
Biomed. Signal Process. Control.
Asad Mansoor Khan, Mashood Mohammad Mohsan, Muhammad Usman Akram, Taimur Hassan, Sajid Gul Khawaja, Adil Qayyum
2025 — conf
A Portable and Hybrid Verification Framework Using C and UVM for Secure RISC-V SoCs.
AsianHOST
Muhammad Yasir Farooq, Haroon Waris, Chenghua Wang, Muhammad Usman Akram, Jiatong Tian, Jiang Li, Weiqiang Liu
2025 J jnl
A novel Data Extraction Framework Using Natural Language Processing (DEFNLP) techniques.
Nat. Lang. Process. J.
Tayyaba Hussain, Muhammad Usman Akram, Anum Abdul Salam
2025 J jnl
AI-CADS: An Artificial Intelligence based framework for automatic early detection and severity evaluation of coronary artery disease.
Biomed. Signal Process. Control.
Muhammad Sajid, Ali Hassan, Dilshad Ahmed Khan, Shoab Ahmed Khan, Asim Dilawar Bakhshi, Sayed Tanveer Abbas Gilani, Muhammad Usman Akram, Mustansar Ali Ghazanfar
2025 J jnl
Class and Data-Incremental Learning Framework for Baggage Threat Segmentation via Knowledge Distillation.
IEEE Access
Ammara Nasim, Saad Mazhar Khan, Anum Abdul Salam, Arslan Shaukat, Taimur Hassan, Adeel Muzaffar Syed, Muhammad Usman Akram
2025 J jnl
DermaTransNet: Where Transformer Attention Meets U-Net for Skin Image Segmentation.
IEEE Access
Anum Abdul Salam, Muhammad Usman Akram, Muhammad Haroon Yousaf, Babar Rao
2025 J jnl
Edge-Optimized CNNs: A Co-Designed Software-Hardware Framework for Lightweight Deep Learning.
IEEE Access
Zahra Waheed, Yazeed Alkhrijah, Shahzad Khalid, Syed Morsleen Riaz, Sajid Gul Khawaja, Muhammad Usman Akram, Syed Muhammad Usman, Mohamad A. Alawad
2025 J jnl
Examining AI-Powered ADHD Diagnosis: Current Trends, Key Challenges, and Future Directions in the Field.
IEEE Access
Qurat Ul Ain, Soyiba Jawed, Ahmad Rauf Subhani, Wasi Haider Butt, Muhammad Usman Akram
2025 J jnl
Knowledge Distillation and Transformer-Based Framework for Automatic Spine CT Report Generation.
IEEE Access
Humaira Batool, Asmat Mukhtar, Sajid Gul Khawaja, Norah Saleh Alghamdi, Asad Mansoor Khan, Adil Qayyum, Ruqqayia Adil, Zawar Khan, Muhammad Usman Akram, Muhammad Usman Akbar, Anders Eklund
2025 J jnl
Optimizing Multi-Layer LSTM Based on Non-Local Spatiotemporal Interactions for Vehicle Trajectory Prediction.
IEEE Access
Sidra Rashid, Muazzam Ali Khan, Muhammad Usman Akram, Awais Ahmad, Hatoon S. AlSagri, Haya Abdullah Abdulaziz Alhakbani
2025 J jnl
PHARFF: A Pipeline-Based Graceful Live Migration and Checkpointing Framework for Achieving High Availability and Reliability in FPGA Applications on Cloud.
IEEE Access
Yame Asfia, Sajid Gul Khawaja, Muhammad Usman Akram, Muhammad Asad, Shoab Ahmed Khan, Alina Mirza
2025 J jnl
Skin whole slide image segmentation using lightweight-pruned transformer.
Biomed. Signal Process. Control.
Anum Abdul Salam, Muhammad Zeeshan Asaf, Muhammad Usman Akram, Ammad Ali, Mashaal Ibne Mashallah, Babar Rao, Samavia Khan, Bassem Rafiq, Bianca Sanabria, Muhammad Haroon Yousaf
2024 — conf
A Cross-domain Vision Transformer Based Framework for Baggage Threat Classification.
ICCAE
Ammara Nasim, Zawar Khan, Taimur Hassan, Soyiba Jawed, Muhammad Usman Akram, Jahan Zeb
2024 J jnl
A comprehensive review of artificial intelligence models for screening major retinal diseases.
Artif. Intell. Rev.
Bilal Hassan, Hina Raja, Taimur Hassan, Muhammad Usman Akram, Hira Raja, Alaa A. Abd-Alrazaq, Siamak Yousefi, Naoufel Werghi
2024 J jnl
AI-CADR: Artificial Intelligence Based Risk Stratification of Coronary Artery Disease Using Novel Non-Invasive Biomarkers.
IEEE J. Biomed. Health Informatics
Muhammad Sajid, Ali Hassan, Dilshad Ahmed Khan, Shoab Ahmed Khan, Asim Dilawar Bakhshi, Muhammad Usman Akram, Mishal Babar, Farhan Hussain, Wadood Abdul
2024 J jnl
Advancing Emotional Health Assessments: A Hybrid Deep Learning Approach Using Physiological Signals for Robust Emotion Recognition.
IEEE Access
Amna Waheed Awan, Imran Taj, Shehzad Khalid, Syed Muhammad Usman, Ali Shariq Imran, Muhammad Usman Akram
2024 — conf
Classification of Fetal Cardiac Arrhythmia Using Heart Rate Variability and Machine Learning.
ICACS
Muhammad Arslan Shahid, Arslan Shaukat, Muhammad Usman Akram, Wasi Haider Butt
2024 — conf
Convolutional Neural Network Based Predictive Framework for Intensive Care Unit Readmission.
ICACS
Nadia Rasheed, Muhammad Usman Akram, Jahan Zeb
2024 J jnl
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.
Muhammad Imran, Muhammad Usman Akram, Mohsin Islam Tiwana, Anum Abdul Salam, Danilo Greco
2024 J jnl
Segmented 3D Lung Cube Dataset and Dual-Model Framework for COVID-19 Severity Prediction.
IEEE Access
Mohsin Ali Khan, Arslan Shaukat, Zartasha Mustansar, Muhammad Usman Akram
2024 J jnl
TransNetV: An optimized hybrid model for enhanced colorectal cancer image classification.
Biomed. Signal Process. Control.
Mohsan Tanveer, Muhammad Usman Akram, Asad Mansoor Khan
2024 J jnl
Transformer-based sensor failure prediction and classification framework for UAVs.
Expert Syst. Appl.
Muhammad Waqas Ahmad, Muhammad Usman Akram, Mashood Mohammad Mohsan, Kashif Saghar, Rashid Ahmad, Wasi Haider Butt
2024 J jnl
Two-dimensional hybrid incremental learning (2DHIL) framework for semantic segmentation of skin tissues.
Image Vis. Comput.
Muhammad Imran, Muhammad Usman Akram, Mohsin Islam Tiwana, Anum Abdul Salam, Danilo Greco
2024 J jnl
Two-dimensional hybrid incremental learning (2DHIL) framework for semantic segmentation of skin tissues.
Image Vis. Comput.
Muhammad Imran, Muhammad Usman Akram, Mohsin Islam Tiwana, Anum Abdul Salam, Taimur Hassan, Danilo Greco
2023 J jnl
A Comprehensive Review of Artificial Intelligence Applications in Major Retinal Conditions.
CoRR
Hina Raja, Taimur Hassan, Bilal Hassan, Muhammad Usman Akram, Hira Raja, Alaa A. Abd-Alrazaq, Siamak Yousefi, Naoufel Werghi
2023 J jnl
Analysis of EEG signals using deep learning to highlight effects of vibration-based therapy on brain.
Biomed. Signal Process. Control.
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
2023 J jnl
Angular contrastive distillation driven self-supervised scanner independent screening and grading of retinopathy.
Inf. Fusion
Taimur Hassan, Zhu Li, Muhammad Usman Akram, Irfan Hussain, Kinda Khalaf, Naoufel Werghi
2023 — conf
Deep Learning-based Analysis and Classification of COVID Patients Through CT Images.
ICAI
Maria Alam, Muhammad Usman Akram, Wajeha Fareed
2023 — conf
Incremental Instance Segmentation for Cluttered Baggage Threat Detection.
CIVEMSA
Ammara Nasim, Divya Velayudhan, Abdelfatah Hassan Ahmed, Taimur Hassan, Samet Akcay, Muhammad Usman Akram, Naoufel Werghi
2023 J jnl
Multi-head deep learning framework for pulmonary disease detection and severity scoring with modified progressive learning.
Biomed. Signal Process. Control.
Asad Mansoor Khan, Muhammad Usman Akram, Sajid Nazir, Taimur Hassan, Sajid Gul Khawaja, Tatheer Fatima
2023 C conf
Signal Processing and Deep Learning Based Smartwatch Photoplethysmography Data Classification of Atrial Fibrillation, Premature Atrial and Ventricular Contraction.
CoDIT
Aaisha Javed, Muhammad Usman Akram, Norah Saleh Alghamdi
2023 J jnl
Survey of explainable artificial intelligence techniques for biomedical imaging with deep neural networks.
Comput. Biol. Medicine
Sajid Nazir, Diane M. Dickson, Muhammad Usman Akram
2023 J jnl
Vision Transformer and Language Model Based Radiology Report Generation.
IEEE Access
Mashood Mohammad Mohsan, Muhammad Usman Akram, Ghulam Rasool, Norah Saleh Alghamdi, Mohammad Abdullah-Al-Wadud, Muhammad Abbas
2022 J jnl
A Hybrid VDV Model for Automatic Diagnosis of Pneumothorax Using Class-Imbalanced Chest X-Rays Dataset.
IEEE Access
Tahira Iqbal, Arslan Shaukat, Muhammad Usman Akram, Abdul Wahab Muzaffar, Zartasha Mustansar, Yung-Cheol Byun
2022 J jnl
An Ensemble Learning Method for Emotion Charting Using Multimodal Physiological Signals.
Sensors
Amna Waheed Awan, Syed Muhammad Usman, Shehzad Khalid, Aamir Anwar, Roobaea Alroobaea, Saddam Hussain, Jasem Almotiri, Syed Sajid Ullah, Muhammad Usman Akram
2022 J jnl
An Incremental Learning Approach to Automatically Recognize Pulmonary Diseases from the Multi-vendor Chest Radiographs.
CoRR
Mehreen Sirshar, Taimur Hassan, Muhammad Usman Akram, Shoab Ahmed Khan
2022 J jnl
Automatic Localization and Segmentation of Vertebrae for Cobb Estimation and Curvature Deformity.
Intell. Autom. Soft Comput.
Joddat Fatima, Amina Jameel, Muhammad Usman Akram, Adeel Muzaffar Syed, Malaika Mushtaq
2022 J jnl
Continual Learning Objective for Analyzing Complex Knowledge Representations.
Sensors
Asad Mansoor Khan, Taimur Hassan, Muhammad Usman Akram, Norah Saleh Alghamdi, Naoufel Werghi
2022 — conf
Dilated Convolution and Residual Network based Convolutional Neural Network for Recognition of Disastrous Events.
ROSE
Dania Shafique, Muhammad Usman Akram, Taimur Hassan, Tahira Anwar, Anum Abdul Salam
2022 J jnl
EEG-based emotion charting for Parkinson's disease patients using Convolutional Recurrent Neural Networks and cross dataset learning.
Comput. Biol. Medicine
Muhammad Najam Dar, Muhammad Usman Akram, Yuvaraj Rajamanickam, Sajid Gul Khawaja, M. Murugappan
2022 J jnl
Knowledge distillation driven instance segmentation for grading prostate cancer.
Comput. Biol. Medicine
Taimur Hassan, Muhammad Shafay, Bilal Hassan, Muhammad Usman Akram, Ayman Elbaz, Naoufel Werghi
2022 J jnl
Localization and Edge-Based Segmentation of Lumbar Spine Vertebrae to Identify the Deformities Using Deep Learning Models.
Sensors
Malaika Mushtaq, Muhammad Usman Akram, Norah Saleh Alghamdi, Joddat Fatima, Rao Farhat Masood
2022 J jnl
Machine Learning and Signal Processing Based Analysis of sEMG Signals for Daily Action Classification.
IEEE Access
Ayesha Sadiq, Sajid Gul Khawaja, Muhammad Usman Akram, Norah Saleh Alghamdi, Aimal Khan, Arsalan Shaukat
2022 J jnl
Vertebrae localization and spine segmentation on radiographic images for feature-based curvature classification for scoliosis.
Concurr. Comput. Pract. Exp.
Joddat Fatima, Mashood Mohammad Mohsan, Amina Jameel, Muhammad Usman Akram, Adeel Muzaffar Syed
2021 J jnl
A study to identify limitations of existing automated systems to detect glaucoma at initial and curable stage.
Int. J. Imaging Syst. Technol.
Tehmina Khalil, Muhammad Usman Akram, Samina Khalid, Saadat Hanif Dar, Nouman Ali
2021 J jnl
An incremental learning approach to automatically recognize pulmonary diseases from the multi-vendor chest radiographs.
Comput. Biol. Medicine
Mehreen Sirshar, Taimur Hassan, Muhammad Usman Akram, Shoab Ahmed Khan
2021 J jnl
Automated diagnosis system for age-related macular degeneration using hybrid features set from fundus images.
Int. J. Imaging Syst. Technol.
Samina Khalid, Muhammad Usman Akram, Tehmina Shehryar, Waqas Ahmed, Marium Sadiq, Mahak Manzoor, Nelam Nosheen
2021 J jnl
Automatic Diagnosis of Pneumothorax From Chest Radiographs: A Systematic Literature Review.
IEEE Access
Tahira Iqbal, Arslan Shaukat, Muhammad Usman Akram, Zartasha Mustansar, Aimal Khan
2021 J jnl
CDC-Net: Cascaded decoupled convolutional network for lesion-assisted detection and grading of retinopathy using optical coherence tomography (OCT) scans.
Biomed. Signal Process. Control.
Bilal Hassan, Shiyin Qin, Taimur Hassan, Muhammad Usman Akram, Ramsha Ahmed, Naoufel Werghi
2021 J jnl
Capturing the real customer experience based on the parameters in the call detail records.
Multim. Tools Appl.
Nusratullah Khan, Muhammad Usman Akram, Asadullah Shah, Norah Saleh Alghamdi, Shoab Ahmed Khan
2021 J jnl
Clinically Verified Hybrid Deep Learning System for Retinal Ganglion Cells Aware Grading of Glaucomatous Progression.
IEEE Trans. Biomed. Eng.
Hina Raja, Taimur Hassan, Muhammad Usman Akram, Naoufel Werghi
2021 J jnl
Incremental Cross-Domain Adaptation for Robust Retinopathy Screening via Bayesian Deep Learning.
CoRR
Taimur Hassan, Bilal Hassan, Muhammad Usman Akram, Shahrukh Hashmi, Abdel Hakim Taguri, Naoufel Werghi
2021 J jnl
Incremental Cross-Domain Adaptation for Robust Retinopathy Screening via Bayesian Deep Learning.
IEEE Trans. Instrum. Meas.
Taimur Hassan, Bilal Hassan, Muhammad Usman Akram, Shahrukh Hashmi, Abdel Hakim Taguri, Naoufel Werghi
2021 J jnl
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
Taimur Hassan, Muhammad Usman Akram, Naoufel Werghi, Muhammad Noman Nazir
2021 J jnl
Spinal vertebrae localization and analysis on disproportionality in curvature using radiography - a comprehensive review.
EURASIP J. Image Video Process.
Joddat Fatima, Muhammad Usman Akram, Amina Jameel, Adeel Muzaffar Syed
2020 J jnl
CNN and LSTM-Based Emotion Charting Using Physiological Signals.
Sensors
Muhammad Najam Dar, Muhammad Usman Akram, Sajid Gul Khawaja, Amit N. Pujari
2020 J jnl
Clinically Verified Hybrid Deep Learning System for Retinal Ganglion Cells Aware Grading of Glaucomatous Progression.
CoRR
Hina Raja, Taimur Hassan, Muhammad Usman Akram, Naoufel Werghi
2020 J jnl
Evaluation of Deep Segmentation Models for the Extraction of Retinal Lesions from Multi-modal Retinal Images.
CoRR
Taimur Hassan, Muhammad Usman Akram, Naoufel Werghi
2020 C conf
Exploiting the Transferability of Deep Learning Systems Across Multi-modal Retinal Scans for Extracting Retinopathy Lesions.
BIBE
Taimur Hassan, Muhammad Usman Akram, Naoufel Werghi
2020 Misc conf
From Enhanced ER to Multidimensional Model: A Methodology for Data Warehouse Design.
SOFA
Abid Sohail, Sehar Zia, Abdul Qayyum Khan, Muhammad Shahid Bhatti, Muhammad Usman Akram
2020 C conf
Multistage Deep Neural Network Framework for People Detection and Localization Using Fusion of Visible and Thermal Images.
ICISP
Bushra Khalid, Muhammad Usman Akram, Asad Mansoor Khan
2020 J jnl
Physical Action Categorization using Signal Analysis and Machine Learning.
CoRR
Asad Mansoor Khan, Ayesha Sadiq, Sajid Gul Khawaja, Muhammad Usman Akram, Ali Saeed Khan
2020 J jnl
Special issue on "Green and Human Information Technology 2019".
Neural Comput. Appl.
Seong Oun Hwang, Sansanee Auephanwiriyakul, Muhammad Usman Akram, Bok-Min Goi, Chee Seng Chan
2020 J jnl
Towards to Optimal Wavelet Denoising Scheme - A Novel Spatial and Volumetric Mapping of Wavelet-Based Biomedical Data Smoothing.
Sensors
Ladislav Stanke, Jan Kubícek, Dominik Vilimek, Marek Penhaker, Martin Cerný, Martin Augustynek, Nikola Slaninova, Muhammad Usman Akram
2019 — conf
A Machine Learning Technique to Classify LSST Observed Astronomical Objects Based on Photometric Data.
SDS
Asad Mansoor Khan, Muhammad Usman Akram, Sajid Gul Khawaja, Ali Saeed Khan
2019 J jnl
Automated glaucoma detection using retinal layers segmentation and optic cup-to-disc ratio in optical coherence tomography images.
IET Image Process.
Aneeqa Ramzan, Muhammad Usman Akram, Arslan Shaukat, Sajid Gul Khawaja, Ubaidullah Yasin, Wasi Haider Butt
2019 J jnl
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
Taimur Hassan, Muhammad Usman Akram, M. Furqan Masood, Ubaidullah Yasin
2019 J jnl
Key individual identification using dimensional relevance in the stratum of networks.
J. Intell. Fuzzy Syst.
Fozia Noor, Muhammad Usman Akram, Asadullah Shah, Shoab Ahmad Khan
2019 J jnl
Localization and classification of heartbeats using robust adaptive algorithm.
Biomed. Signal Process. Control.
Shahid Ismail Malik, Muhammad Usman Akram, Imran Siddiqi
2019 J jnl
Multiprocessor architecture for real-time applications using mean shift clustering.
J. Real Time Image Process.
Amna Tehreem, Sajid Gul Khawaja, Asad Mansoor Khan, Muhammad Usman Akram, Shoab Ahmed Khan
2018 J jnl
A Parallel Architecture for the Partitioning around Medoids (PAM) Algorithm for Scalable Multi-Core Processor Implementation with Applications in Healthcare.
Sensors
Hassan Mushtaq, Sajid Gul Khawaja, Muhammad Usman Akram, Amanullah Yasin, Muhammad Muzammal, Shehzad Khalid, Shoab Ahmad Khan
2018 J jnl
Analysis of PCG signals using quality assessment and homomorphic filters for localization and classification of heart sounds.
Comput. Methods Programs Biomed.
Qurat-ul-Ain Mubarak, Muhammad Usman Akram, Arslan Shaukat, Farhan Hussain, Sajid Gul Khawaja, Wasi Haider Butt
2018 J jnl
Arteriovenous ratio and papilledema based hybrid decision support system for detection and grading of hypertensive retinopathy.
Comput. Methods Programs Biomed.
Shahzad Akbar, Muhammad Usman Akram, Muhammad Sharif, Anam Tariq, Ubaidullah Yasin
2018 J jnl
Decision support system for detection of hypertensive retinopathy using arteriovenous ratio.
Artif. Intell. Medicine
Shahzad Akbar, Muhammad Usman Akram, Muhammad Sharif, Anam Tariq, Shoab Ahmad Khan
2018 C conf
Extraction and Analysis of RPE layer from OCT Images for Detection of Age Related Macular Degeneration.
HealthCom
Muhammad Majid Sharif, Muhammad Usman Akram, Asad Waqar Malik
2018 — conf
Fully Convolutional Neural Network for Lungs Segmentation from Chest X-Rays.
ICIAR
Rabia Rashid, Muhammad Usman Akram, Taimur Hassan
2018 C conf
Learning Based Segmentation of Skin Lesion from Dermoscopic Images.
HealthCom
Muhammad Ammar, Sajid Gul Khawaja, Abeera Atif, Muhammad Usman Akram, Muntaha Sakeena
2018 J jnl
Structure Tensor Graph Searches Based Fully Automated Grading and 3D Profiling of Maculopathy From Retinal OCT Images.
IEEE Access
Taimur Hassan, Muhammad Usman Akram, Arslan Shaukat, Sajid Gul Khawaja, Bilal Hassan
2017 J jnl
Decision Support System for Detection of Papilledema through Fundus Retinal Images.
J. Medical Syst.
Shahzad Akbar, Muhammad Usman Akram, Muhammad Sharif, Anam Tariq, Ubaidullah Yasin
2017 J jnl
Improved automated detection of glaucoma from fundus image using hybrid structural and textural features.
IET Image Process.
Tehmina Khalil, Muhammad Usman Akram, Samina Khalid, Amina Jameel
2017 — conf
PLACE: Planning Based Language for Agents and Computational Environments.
EMAS@AAMAS
Muhammad Adnan Hashmi, Muhammad Usman Akram, Amal El Fallah Seghrouchni
2016 — conf
Detection of Acoustic Events by using MFCC and Spectro-Temporal Gabor Filterbank Features.
ICSPS
Umair Zafar Khan, Muhammad Usman Akram, Ali Hassan, Arslan Shaukat, Muhammad Kashan Basit, Abdul Wahid
2016 C conf
Facial Texture Analysis for Recognition of Human Gender.
KSEM
Zahra Noor, Muhammad Usman Akram, Mahmood Akhtar, Muhammad Saad
2016 C conf
Hand Gesture Recognition Using Color Markers.
HIS
Mubashira Zaman, Soweba Rahman, Tooba Rafique, Filza Ali, Muhammad Usman Akram
2015 — conf
A Planning Based Agent Programming Language Supporting Environment Modeling.
WI-IAT (2)
Muhammad Adnan Hashmi, Amal El Fallah Seghrouchni, Muhammad Usman Akram
2015 J jnl
Removal of False Blood Vessels Using Shape Based Features and Image Inpainting.
J. Sensors
Amna Waheed, Zahra Waheed, Muhammad Usman Akram, Arslan Shaukat
2014 — conf
Analysis of OCT Images for Detection of Choroidal Neovascularization in Retinal Pigment Epithelial Layer.
ICONIP (3)
Sadaf Ayaz, Sadaf Sahar, Madeeha Zafar, Muhammad Usman Akram, Yasser Nadeem
2014 — conf
Dorsal hand veins based person identification.
IPTA
Muhammad Usman Akram, Hassan Moatasam Awan, Abdullah Aman Khan
2012 — conf
An Automated System for the Grading of Diabetic Maculopathy in Fundus Images.
ICONIP (4)
Muhammad Usman Akram, Mahmood Akhtar, Muhammad Younus Javed
2011 — conf
An automated system for fingerprint classification using singular points for biometric security.
ICITST
Anam Tariq, Muhammad Usman Akram, Shoab Ahmad Khan
2011 — conf
Retinal recognition: Personal identification using blood vessels.
ICITST
Muhammad Usman Akram, Anam Tariq, Shoab Ahmad Khan
2009 B conf
Arif Index for Predicting the Classification Accuracy of Features and Its Application in Heart Beat Classification Problem.
PAKDD
Muhammad Arif, Fayyaz A. Afsar, Muhammad Usman Akram, Adnan Fida
2009 — conf
Arrhythmia Beat Classification Using Pruned Fuzzy K-Nearest Neighbor Classifier.
SoCPaR
Muhammad Arif, Muhammad Usman Akram, Fayyaz A. Afsar
2009 — conf
Gabor wavelet based vessel segmentation in retinal images.
CIIP
Muhammad Usman Akram, Anam Tariq, Sarwat Nasir, Shoab Ahmad Khan