Muhammad Shahzad

Automatic eczema classification in clinical images based on hybrid deep neural network

Asad Rasheed, Arif Iqbal Umar, Syed Hamad Shirazi et al. · Computers in Biology and Medicine · 2022 · 31 citations

Dermoscopic Image, Clinical Images, Image Analysis +12

Identification of Anemia and Its Severity Level in a Peripheral Blood Smear Using 3-Tier Deep Neural Network

Muhammad Shahzad, Arif Iqbal Umar, Syed Hamad Shirazi et al. · Applied Sciences · 2022 · 30 citations · Full text

Convolutional Neural Network, Medical Image Segmentation, Engineering +29

Cervical cell’s nucleus segmentation through an improved UNet architecture

Asad Rasheed, Syed Hamad Shirazi, Arif Iqbal Umar et al. · PLoS ONE · 2023 · 28 citations · Full text

Convolutional Neural Network, Precise Segmentation, Nuclear Structure +23

A Framework for Segmentation and Classification of Blood Cells Using Generative Adversarial Networks

Zakir Khan, Syed Hamad Shirazi, Muhammad Shahzad et al. · IEEE Access · 2024 · 18 citations · Full text

Pythagorean uncertain linguistic hesitant fuzzy weighted averaging operator and its application in financial group decision making

Muhammad Shakeel, Muhammad Shahzad, Saleem Abdullah · Soft Computing · 2019 · 13 citations

Fuzzy Multi-criteria Decision-making, Fuzzy Logic, Uncertainty Quantification +5