Tanzila Saba

@psu.edu.sa

Research Professor , Associate Chair, AIDA Lab Leader, College of Computer and Information Sciences
Prince Sultan University



                    

https://researchid.co/tanzilasaba

RESEARCH INTERESTS

Artificial Intelligence
Data Science
Bioinformatics
Information Security
Healthcare

17666

Scholar Citations

80

Scholar h-index

268

Scholar i10-index

RECENT SCHOLAR PUBLICATIONS

  • Harnessing the power of radiomics and deep learning for improved breast cancer diagnosis with multiparametric breast mammography
    T Mahmood, T Saba, A Rehman, FS Alamri
    Expert Systems with Applications 249, 123747 2024

  • Novel oil spill indices for sentinel-2 imagery: A case study of natural seepage in Qaruh Island, Kuwait
    M Zakzouk, I Abou El-Magd, EM Ali, AM Abdulaziz, A Rehman, T Saba
    MethodsX 12, 102520 2024

  • An Improved Robust Fuzzy Local Information K-Means Clustering Algorithm for Diabetic Retinopathy Detection
    H Naz, T Saba, FS Alamri, AS Almasoud, A Rehman
    IEEE Access 2024

  • Dual Attention Convolutional AutoEncoder for Diagnosis of Alzheimer’s Disorder in Patients using Neuroimaging and MRI Features
    S Al-Otaibi, M Mujahid, A Rehman, H Nobanee, J Alyami, T Saba
    IEEE Access 2024

  • Transforming educational insights: strategic integration of federated learning for enhanced prediction of student learning outcomes
    U Farooq, S Naseem, T Mahmood, J Li, A Rehman, T Saba, L Mustafa
    The Journal of Supercomputing, 1-34 2024

  • A Novel Resilient and Intelligent Predictive Model for CPS-Enabled E-Health Applications
    A Rehman, K Haseeb, T Alam, T Saba, G Jeon
    Cognitive Computation, 1-10 2024

  • ANN: adversarial news net for robust fake news classification
    S Maham, A Tariq, MUG Khan, FS Alamri, A Rehman, T Saba
    Scientific Reports 14 (1), 7897 2024

  • IoT-Edge technology based cloud optimization using artificial neural networks
    A Rehman, T Saba, K Haseeb, T Alam, G Jeon
    Microprocessors and Microsystems, 105049 2024

  • Energy optimized data fusion approach for scalable wireless sensor network using deep learning-based scheme
    T Mahmood, J Li, T Saba, A Rehman, S Ali
    Journal of Network and Computer Applications 224, 103841 2024

  • Advanced feature learning and classification of microscopic breast abnormalities using a robust deep transfer learning technique
    A Rehman, T Mahmood, FS Alamri, T Saba, S Naseem
    Microscopy Research and Technique 2024

  • Development and evaluation of immersive VR laboratories of organic chemistry and physics for students education
    Z Naz, A Azam, MUG Khan, T Saba, S Al-Otaibi, A Rehman
    Physica Scripta 99 (5), 056101 2024

  • Artificial intelligence and feature based transfer learning framework for diagnosis of chest diseases using radiology images
    S Al-Otaibi, A Rehman, M Mujahid, S Alotaibi, T Saba
    Physica Scripta 99 (4), 045020 2024

  • AI‐driven IoT‐fog analytics interactive smart system with data protection
    K Haseeb, T Saba, A Rehman, N Abbas, PW Kim
    Expert Systems, e13573 2024

  • Efficient-gastro: optimized EfficientNet model for the detection of gastrointestinal disorders using transfer learning and wireless capsule endoscopy images
    S Al-Otaibi, A Rehman, M Mujahid, S Alotaibi, T Saba
    PeerJ Computer Science 10, e1902 2024

  • Breast Mammograms Diagnosis Using Deep Learning: State of Art Tutorial Review
    OB Naeem, Y Saleem, M Khan, AR Khan, T Saba, SA Bahaj, N Ayesha
    Archives of Computational Methods in Engineering, 1-19 2024

  • Optimised stacked machine learning algorithms for genomics and genetics disorder detection in the healthcare industry
    A Rehman, M Mujahid, T Saba, G Jeon
    Functional & Integrative Genomics 24 (1), 23 2024

  • Smart cities: The role of Internet of Things and machine learning in realizing a data-centric smart environment
    A Ullah, SM Anwar, J Li, L Nadeem, T Mahmood, A Rehman, T Saba
    Complex & Intelligent Systems 10 (1), 1607-1637 2024

  • Multi-Agent System for Students Cognitive Assessment in E-Learning Environment
    R Shahzad, M Aslam, S Al-Otaibi, MS Javed, AR Khan, SA Bahaj, T Saba
    IEEE Access 2024

  • A deep learning approach for liver cancer detection in CT scans
    U Hameed, M Ur Rehman, A Rehman, R Damaševičius, A Sattar, T Saba
    Computer Methods in Biomechanics and Biomedical Engineering: Imaging 2024

  • Classification of cancer types based on microRNA expression using a hybrid radial basis function and particle swarm optimization algorithm
    M Soleimani, A Harooni, N Erfani, AR Khan, T Saba, SA Bahaj
    Microscopy Research and Technique 2024

MOST CITED SCHOLAR PUBLICATIONS

  • Medical image segmentation methods, algorithms, and applications
    A Norouzi, MSM Rahim, A Altameem, T Saba, AE Rad, A Rehman, ...
    IETE Technical Review 31 (3), 199-213 2014
    Citations: 368

  • 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
    Citations: 352

  • A deep learning approach for automated diagnosis and multi-class classification of Alzheimer’s disease stages using resting-state fMRI and residual neural networks
    F Ramzan, MUG Khan, A Rehmat, S Iqbal, T Saba, A Rehman, ...
    Journal of medical systems 44, 1-16 2020
    Citations: 345

  • Classification of acute lymphoblastic leukemia using deep learning
    A Rehman, N Abbas, T Saba, SIU Rahman, Z Mehmood, H Kolivand
    Microscopy Research and Technique 81 (11), 1310-1317 2018
    Citations: 273

  • Microscopic brain tumor detection and classification using 3D CNN and feature selection architecture
    A Rehman, MA Khan, T Saba, Z Mehmood, U Tariq, N Ayesha
    Microscopy Research and Technique 84 (1), 133-149 2021
    Citations: 262

  • Brain tumor segmentation in multi‐spectral MRI using convolutional neural networks (CNN)
    S Iqbal, MU Ghani, T Saba, A Rehman
    Microscopy research and technique 81 (4), 419-427 2018
    Citations: 254

  • Recent advancement in cancer detection using machine learning: Systematic survey of decades, comparisons and challenges
    T Saba
    Journal of Infection and Public Health 13 (9), 1274-1289 2020
    Citations: 249

  • Region extraction and classification of skin cancer: A heterogeneous framework of deep CNN features fusion and reduction
    T Saba, MA Khan, A Rehman, SL Marie-Sainte
    Journal of medical systems 43 (9), 289 2019
    Citations: 233

  • Brain tumor detection using statistical and machine learning method
    J Amin, M Sharif, M Raza, T Saba, MA Anjum
    Computer methods and programs in biomedicine 177, 69-79 2019
    Citations: 227

  • Energy Efficient Multipath Routing Protocol for Mobile ad-hoc Network Using the Fitness Function
    A Taha, R Alsaqour, M Uddin, M Abdelhaq, T Saba
    IEEE Access 5, 10369 - 10381 2017
    Citations: 227

  • CCDF: Automatic system for segmentation and recognition of fruit crops diseases based on correlation coefficient and deep CNN features
    MA Khan, T Akram, M Sharif, M Awais, K Javed, H Ali, T Saba
    Computers and electronics in agriculture 155, 220-236 2018
    Citations: 218

  • Brain tumor detection and classification: A framework of marker‐based watershed algorithm and multilevel priority features selection
    MA Khan, IU Lali, A Rehman, M Ishaq, M Sharif, T Saba, S Zahoor, ...
    Microscopy research and technique 82 (6), 909-922 2019
    Citations: 196

  • Anomaly-based intrusion detection system for IoT networks through deep learning model
    T Saba, A Rehman, T Sadad, H Kolivand, SA Bahaj
    Computers and Electrical Engineering 99, 107810 2022
    Citations: 182

  • Secure and energy-efficient framework using Internet of Medical Things for e-healthcare
    T Saba, K Haseeb, I Ahmed, A Rehman
    Journal of Infection and Public Health 13 (10), 1567-1575 2020
    Citations: 169

  • An improved strategy for skin lesion detection and classification using uniform segmentation and feature selection based approach
    M Nasir, M Attique Khan, M Sharif, IU Lali, T Saba, T Iqbal
    Microscopy research and technique 81 (6), 528-543 2018
    Citations: 169

  • Implications of E-learning systems and self-efficiency on students outcomes: a model approach
    T Saba
    Human-Centric Computing and Information Sciences 2, 1-11 2012
    Citations: 164

  • Multi-model deep neural network based features extraction and optimal selection approach for skin lesion classification
    MA Khan, MY Javed, M Sharif, T Saba, A Rehman
    2019 international conference on computer and information sciences (ICCIS), 1-7 2019
    Citations: 159

  • 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
    Citations: 156

  • Hand-crafted and deep convolutional neural network features fusion and selection strategy: an application to intelligent human action recognition
    MA Khan, M Sharif, T Akram, M Raza, T Saba, A Rehman
    Applied Soft Computing 87, 105986 2020
    Citations: 154

  • A revisit of internet of things technologies for monitoring and control strategies in smart agriculture
    A Rehman, T Saba, M Kashif, SM Fati, SA Bahaj, H Chaudhry
    Agronomy 12 (1), 127 2022
    Citations: 146