Faculty – National University of Sciences and Technology (NUST)

NUST Balochistan Campus

Faculty Muhammad Shahzad 4

Muhammad Shahzad

Assistant Professor

NUST Balochistan Campus
03315426692

Summary

Academic Background

() - November 07, 2024

Honours and Awards

Publications

A Framework for Segmentation and Classification of Blood Cells Using Generative Adversarial Networks March 18, 2024 Zakir Khan, Syed Hamad Shirazi, Muhammad Shahzad, Arslan Munir, Assad Rasheed, Yong Xie, Sarah Gul, IEEE Access - Volume:12, Page:51995-52015

Blood cell image segmentation and classification: a systematic review February 02, 2024 Muhammad Shahzad, Farman Ali, Syed Hamad Shirazi, Assad Rasheed, Awais Ahmad, Babar Shah, Daehan Kwak, PeerJ Computer Science - Volume 10, Article Number e1813

Cervical cell’s nucleus segmentation through an improved UNet architecture October 03, 2023 Assad Rasheed, Syed Hamad Shirazi, Arif Iqbal Umar, Muhammad Shahzad, Waqas Yousaf, Zakir Khan, PloS One - Volume:18, Issue:10, Pages: 22

Cover-based multiple book genre recognition using an improved multimodal network March 01, 2023 Assad Rasheed, Arif Iqbal Umar, Syed Hamad Shirazi, Zakir Khan, Muhammad Shahzad, International Journal on Document Analysis and Recognition - Volume 26, Issue 1, Pages 65-88

Face Recognition via Multi-Level 3D-GAN Colorization December 28, 2022 Zakir Khan, Arif Iqbal Umar, Syed Hamad Shirazi, Muhammad Shahzad, Muhammad Assam, Muhammad Tarek I. M. El-Wakad, El-Awady Attia, IEEE Access - Volume 10, Pages 133078-133094

Automatic eczema classification in clinical images based on hybrid deep neural network August 01, 2022 Assad Rasheed, Arif Iqbal Umar, Syed Hamad Shirazi, Zakir Khan, Shah Nawaz, Muhammad Shahzad, Computers in Biology and Medicine - Volume 147, Article Number 105807

Identification of Anemia and Its Severity Level in a Peripheral Blood Smear Using 3-Tier Deep Neural Network May 16, 2022 Muhammad Shahzad, Arif Iqbal Umar, Syed Hamad Shirazi, Zakir Khan, Asfandyar Khan, Muhammad Assam, Abdullah Mohamed, El-Awady Attia, Applied Sciences-Basel - Volume 12, Issue 10, Article Number 5030

Semantic Segmentation of Anaemic RBCs Using Multilevel Deep Convolutional Encoder-Decoder Network December 13, 2021 Muhammad Shahzad, Arif Iqbal Umar, Syed Hamad Shirazi, Israr Ahmed Shaikh, IEEE Access - Volume 9, Pages 161326-161341

Robust Method for Semantic Segmentation of Whole-Slide Blood Cell Microscopic Images January 21, 2020 Muhammad Shahzad, Arif Iqbal Umar, Muazzam A. Khan, Syed Hamad Shirazi , Zakir Khan, Waqas Yousaf, Computational and Mathematical Methods in Medicine - Volume 2020, Article ID 4015323, 13 pages