Javaria Amin

Brain tumor detection and classification using machine learning: a comprehensive survey

Javaria Amin, Muhammad Sharif, Anandakumar Haldorai et al. · Complex & Intelligent Systems · 2021 · 430 citations · Full text

Engineering, Machine Learning, Diagnostic Imaging +22

Brain tumor detection using statistical and machine learning method

Javaria Amin, Muhammad Sharif, Mudassar Raza et al. · Computer Methods and Programs in Biomedicine · 2019 · 267 citations

Neuro-oncology, Engineering, Machine Learning +11

Brain tumor classification based on DWT fusion of MRI sequences using convolutional neural network

Javaria Amin, Muhammad Sharif, Nadia Gul et al. · Pattern Recognition Letters · 2019 · 222 citations

Neuro-oncology, Convolutional Neural Network, Engineering +15

An integrated design of particle swarm optimization (PSO) with fusion of features for detection of brain tumor

Muhammad Sharif, Javaria Amin, Mudassar Raza et al. · Pattern Recognition Letters · 2019 · 202 citations

Neuro-oncology, Hybrid Algorithm, Integrated Design +12

Brain tumor detection: a long short-term memory (LSTM)-based learning model

Javaria Amin, Muhammad Sharif, Mudassar Raza et al. · Neural Computing and Applications · 2019 · 191 citations

Neuro-oncology, Engineering, Machine Learning +12