Separation and Classification of Crackles and Bronchial Breath Sounds from Normal Breath Sounds Using Gaussian Mixture Model. - Ali Haider; M. Daniyal Ashraf; M. Usama Azhar; Syed Osama Maruf; Mehdi Naqvi; Sajid Gul Khawaja; M. Usman Akram (ICONIP (2), 2014)

Crackle separation and classification from normal Respiratory sounds using Gaussian Mixture Model. - Syed Osama Maruf; M. Usama Azhar; Sajid Gul Khawaja; M. Usman Akram (ICIIS, 2015)

A Novel Architecture for k-means Clustering Algorithm. - Sajid Gul Khawaja; Asad Mansoor Khan; M. Usman Akram; Shoab Ahmed Khan (AECIA, 2016)

Multicore Framework for Finding Frequent Item-Sets Using TDS. - Sajid Gul Khawaja; Amna Tehreem; M. Usman Akram; Shoab Ahmed Khan (HIS, 2016)

Network-on-Chip based MPSoC architecture for k-mean clustering algorithm. - Sajid Gul Khawaja; M. Usman Akram; Shoab Ahmed Khan; Arslan Shaukat; Saad Rehman (Microprocess. Microsystems, 2016)

Learning Based Segmentation of Skin Lesion from Dermoscopic Images. - Muhammad Ammar; Sajid Gul Khawaja; Abeera Atif; Muhammad Usman Akram; Muntaha Sakeena (HealthCom, 2018)

Structure Tensor Graph Searches Based Fully Automated Grading and 3D Profiling of Maculopathy From Retinal OCT Images. - Taimur Hassan; Muhammad Usman Akram; Arslan Shaukat; Sajid Gul Khawaja; Bilal Hassan (IEEE Access, 2018)

Analysis of PCG signals using quality assessment and homomorphic filters for localization and classification of heart sounds. - Qurat-ul-Ain Mubarak; Muhammad Usman Akram; Arslan Shaukat; Farhan Hussain; Sajid Gul Khawaja; Wasi Haider Butt (Comput. Methods Programs Biomed., 2018)

A Parallel Architecture for the Partitioning around Medoids (PAM) Algorithm for Scalable Multi-Core Processor Implementation with Applications in Healthcare. - Hassan Mushtaq; Sajid Gul Khawaja; Muhammad Usman Akram; Amanullah Yasin; Muhammad Muzammal; Shehzad Khalid; Shoab Ahmad Khan (Sensors, 2018)

An Incremental Noise Constrained Least Mean Square Algorithm. - Usman Hameed; Sajid Gul Khawaja; Muhammad Omer Bin Saeed (ICFSP, 2019)

A Machine Learning Technique to Classify LSST Observed Astronomical Objects Based on Photometric Data. - Asad Mansoor Khan; Muhammad Usman Akram; Sajid Gul Khawaja; Ali Saeed Khan (SDS, 2019)

Automated glaucoma detection using retinal layers segmentation and optic cup-to-disc ratio in optical coherence tomography images. - Aneeqa Ramzan; Muhammad Usman Akram; Arslan Shaukat; Sajid Gul Khawaja; Ubaidullah Yasin; Wasi Haider Butt (IET Image Process., 2019)

Multiprocessor architecture for real-time applications using mean shift clustering. - Amna Tehreem; Sajid Gul Khawaja; Asad Mansoor Khan; Muhammad Usman Akram; Shoab Ahmed Khan (J. Real Time Image Process., 2019)

Design Space Exploration Scheme for Mapping Convolutional Neural Network on Zynq Zedboard. - M. Sohaib Ul Hassan; Umar S. Khan; Sajid Gul Khawaja (ECAI, 2020)

Physical Action Categorization using Signal Analysis and Machine Learning. - Asad Mansoor Khan; Ayesha Sadiq; Sajid Gul Khawaja; Muhammad Usman Akram; Ali Saeed Khan (CoRR, 2020)

Extraction of Retinal Layers Through Convolution Neural Network (CNN) in an OCT Image for Glaucoma Diagnosis. - Hina Raja; M. Usman Akram; Arslan Shaukat; Shoab Ahmed Khan; Norah Saleh Alghamdi; Sajid Gul Khawaja; Muhammad Noman Nazir (J. Digit. Imaging, 2020)

CNN and LSTM-Based Emotion Charting Using Physiological Signals. - Muhammad Najam Dar; Muhammad Usman Akram; Sajid Gul Khawaja; Amit N. Pujari (Sensors, 2020)

A Novel Multiplier-Less LMS Adaptive Filter Design Based on Offset Binary Coded Distributed Arithmetic. - Shawez Ahmad; Sajid Gul Khawaja; Naeem Amjad; Muhammad Usman (IEEE Access, 2021)

Correction to: Extraction of Retinal Layers Through Convolution Neural Network (CNN) in an OCT Image for Glaucoma Diagnosis. - Hina Raja; M. Usman Akram; Arslan Shaukat; Shoab Ahmed Khan; Norah Saleh Alghamdi; Sajid Gul Khawaja; Muhammad Noman Nazir (J. Digit. Imaging, 2021)

Machine Learning and Signal Processing Based Analysis of sEMG Signals for Daily Action Classification. - Ayesha Sadiq; Sajid Gul Khawaja; Muhammad Usman Akram; Norah Saleh Alghamdi; Aimal Khan; Arsalan Shaukat (IEEE Access, 2022)

EEG-based emotion charting for Parkinson's disease patients using Convolutional Recurrent Neural Networks and cross dataset learning. - Muhammad Najam Dar; Muhammad Usman Akram; Yuvaraj Rajamanickam; Sajid Gul Khawaja; M. Murugappan (Comput. Biol. Medicine, 2022)

Resource-Restricted Environments Based Memory-Efficient Compressed Convolutional Neural Network Model for Image-Level Object Classification. - Zahra Waheed; Shehzad Khalid; Syed Mursleen Riaz; Sajid Gul Khawaja; Rimsha Tariq (IEEE Access, 2023)

Analysis of EEG signals using deep learning to highlight effects of vibration-based therapy on brain. - 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 (Biomed. Signal Process. Control., 2023)

Multi-head deep learning framework for pulmonary disease detection and severity scoring with modified progressive learning. - Asad Mansoor Khan; Muhammad Usman Akram; Sajid Nazir; Taimur Hassan; Sajid Gul Khawaja; Tatheer Fatima (Biomed. Signal Process. Control., 2023)

Adaptive Filtering: Issues, Challenges, and Best-Fit Solutions Using Particle Swarm Optimization Variants. - Arooj Khan; Imran Shafi; Sajid Gul Khawaja; Isabel de la Torre Díez; Miguel Angel López Flores; Juan Castanedo Galán; Imran Ashraf (Sensors, 2023)

An incremental noise constrained LMS algorithm. - Muhammad Omer Bin Saeed; Azzedine Zerguine; Usman Hameed; Sajid Gul Khawaja; Oualid Hammi (Signal Process., 2023)

PHARFF: A Pipeline-Based Graceful Live Migration and Checkpointing Framework for Achieving High Availability and Reliability in FPGA Applications on Cloud. - Yame Asfia; Sajid Gul Khawaja; Muhammad Usman Akram; Muhammad Asad; Shoab Ahmed Khan; Alina Mirza (IEEE Access, 2025)

Knowledge Distillation and Transformer-Based Framework for Automatic Spine CT Report Generation. - 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 002 (IEEE Access, 2025)

Radiology report generation from a singular perspective using transformers with Knowledge Distillation. - Asad Mansoor Khan; Mashood Mohammad Mohsan; Muhammad Usman Akram; Taimur Hassan; Sajid Gul Khawaja; Adil Qayyum (Biomed. Signal Process. Control., 2026)