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Engr. Dr. Javeria Amin
Engr. Dr. Javeria Amin
Assistant Professor University of Wah
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A distinctive approach in brain tumor detection and classification using MRI
J Amin, M Sharif, M Yasmin, SL Fernandes
Pattern Recognition Letters 139, 118-127, 2020
4022020
Brain tumor detection using fusion of hand crafted and deep learning features
T Saba, AS Mohamed, M El-Affendi, J Amin, M Sharif
Cognitive Systems Research 59, 221-230, 2020
3512020
Big data analysis for brain tumor detection: Deep convolutional neural networks
J Amin, M Sharif, M Yasmin, SL Fernandes
Future Generation Computer Systems 87, 290-297, 2018
2912018
Brain tumor detection using statistical and machine learning method
MAA Javaria Amin, Muhammad Sharif, MudassarRaza ,Tanzila Saba
Computer Methods and Programs in Biomedicine Volume 177, August 2019, Pages …, 2019
229*2019
Brain tumor classification based on DWT fusion of MRI sequences using convolutional neural network
J Amin, M Sharif, N Gul, M Yasmin, SA Shad
Pattern Recognition Letters 129, 115-122, 2020
2142020
Brain tumor detection and classification using machine learning: a comprehensive survey
J Amin, M Sharif, A Haldorai, M Yasmin, RS Nayak
Complex & intelligent systems 8 (4), 3161-3183, 2022
2082022
An integrated design of particle swarm optimization (PSO) with fusion of features for detection of brain tumor
M Sharif, J Amin, M Raza, M Yasmin, SC Satapathy
Pattern Recognition Letters 129, 150-157, 2020
1762020
A method for the detection and classification of diabetic retinopathy using structural predictors of bright lesions
J Amin, M Sharif, M Yasmin, H Ali, SL Fernandes
Journal of Computational Science 19, 153-164, 2017
1602017
Brain tumor detection: a long short-term memory (LSTM)-based learning model
J Amin, M Sharif, M Raza, T Saba, R Sial, SA Shad
Neural Computing and Applications 32, 15965-15973, 2020
1562020
Detection of brain tumor based on features fusion and machine learning
J Amin, M Sharif, M Raza, M Yasmin
Journal of Ambient Intelligence and Humanized Computing, 1-17, 2018
1522018
Brain tumor detection by using stacked autoencoders in deep learning
J Amin, M Sharif, N Gul, M Raza, MA Anjum, MW Nisar, SAC Bukhari
Journal of medical systems 44, 1-12, 2020
1422020
A new approach for brain tumor segmentation and classification based on score level fusion using transfer learning
J Amin, M Sharif, M Yasmin, T Saba, MA Anjum, SL Fernandes
Journal of medical systems 43, 1-16, 2019
1362019
Integrated design of deep features fusion for localization and classification of skin cancer
J Amin, A Sharif, N Gul, MA Anjum, MW Nisar, F Azam, SAC Bukhari
Pattern Recognition Letters 131, 63-70, 2020
1142020
A review on recent developments for detection of diabetic retinopathy
J Amin, M Sharif, M Yasmin
Scientifica 2016, 2016
1142016
Brain tumor detection based on extreme learning
M Sharif, J Amin, M Raza, MA Anjum, H Afzal, SA Shad
Neural Computing and Applications 32, 15975-15987, 2020
1032020
Brain tumor classification: feature fusion
J Amin, M Sharif, M Raza, T Saba, A Rehman
2019 international conference on computer and information sciences (ICCIS), 1-6, 2019
962019
Quantum Machine Learning Architecture for COVID-19 Classification based on Synthetic Data Generation using Conditional Adversarial Neural Network (CGAN)
J Amin
Cognitive Computation, 2021
872021
Convolutional neural network with batch normalization for glioma and stroke lesion detection using MRI
J Amin, M Sharif, MA Anjum, M Raza, SAC Bukhari
Cognitive Systems Research 59, 304-311, 2020
792020
An improved framework for brain tumor analysis using MRI based on YOLOv2 and convolutional neural network
MI Sharif, JP Li, J Amin, A Sharif
Complex & Intelligent Systems 7, 2023-2036, 2021
772021
Use of machine intelligence to conduct analysis of human brain data for detection of abnormalities in its cognitive functions
J Amin, M Sharif, M Yasmin, T Saba, M Raza
Multimedia Tools and Applications 79, 10955-10973, 2020
692020
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