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Electrical & Computer Engineering Home Introduction Chair Department Mission Statement Electrical Engineering Computer Engineering Teaching Faculty Research Groups Programs Offered Program Details Course Description Commulative PLO Attainment Reports BCE BEEE PLOs to PEOs mapping Courses to PLO Mapping Reports BCE BEEE Program Educational Objectives (PEOs) BEE BCE Program Learning Outcomes (PLOs) Computer Engineering - Survey Forms
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Dr. Muhammad Imran Farid
Assistant Professor
Contact Information
  [email protected]
  418
- https://sites.google.com/view/drmuhammadimranfarid/home

Education Detail
PhD (Communication and Information Engineering) Northwestern Polytechnical University, Xian, China (2016)
MSc (Radio Frequency Communication Systems) University of Southampton, U.K (2005)
MSc (Electronics) Quaid-i-Azam University (2001)

Journals:

A. Khan, M. I. Siddiqui, K. I. Memon, MI Farid, et al., “Diagnostic Accuracy of Ultrasound Elastography Versus Fine-Needle Aspiration Cytology in Predicting Benign and Malignant Thyroid Nodules in Solitary and Multinodular Thyroid Glands: A Comparative Analysis,“ Cureus, vol. 16(11), 2024.I Khan, N Iqbal, MT Ashraf, U Farooq, MI Farid, et al., "Microbiomes Associated with Clinical Stages of gastric Cancer," Biological & Clinical Sciences, vol. 5(1), 2024. MI Siddiqui, A Khan, KI Memon, MI Farid, et al., “The Role of Advanced Magnetic Resonance Imaging Sequences in Multiple Sclerosis,” Cureus, vol. 16(8), 2024.MT Khalil, MI Farid, et al., “Determining the Frequency of Tubal Blockage in Infertility Patients Undergoing X-Rays Hysterosalpingography,” JHRR, vol. 4(2), 2024.Z Ahmad, MI Farid, et al., “Magnetic Resonance Imaging Validates the Clinical Accuracy of the Mcmurray's Test in Diagnosing Medial Meniscal Tears,” PJMHS, vol.18(1), 2024.MI Farid, et al., "Assessment of background parenchymal enhancement at dynamic contrast-enhanced MRI in predicting breast cancer recurrence risk," JPTCP, vol. 31(3), 2024.N Sharif, N Farid, M Iqbal, M Haq, MI Farid, et al., "Gastric cancer prevention; Detection of premalignant gastric lesions and surveillance for early detection of gastric cancer in Pakistan," JPTCP, vol. 31(3), Mar 2024.S Raza, N Gul, HA Khattak, A Rehan, MI Farid, et al., "Brain tumor detection and classification using deep feature fusion and stacking concepts," JPTCP, vol. 31(1), Jan 2024.Salam, A Malik, N Farid, M Lali, MI Farid et al., “Role of Ultrasound in the diagnosis of Non-Alcoholic Fatty Liver Disease (NAFLD)”, PJMHS, vol. 17(12), Dec. 2023.S. Ali, M. Hassan, J. Y. Kim, MI Farid, et al., “FF-PCA-LDA: Intelligent Feature Fusion Based PCA-LDA Classification System for Plant Leaf Diseases”, Applied Sciences, MDPI, vol. 12, no. 7, Art. No. 3514, Mar. 2022.Farid Muhammad Imran, Mingyi He and Yifan Zhang, “Systematic Comparison of Linear Feature Extraction methods for Classification of Hyperspectral Images with Noises”, International Journal of Signal Processing, Image Processing and Pattern Recognition, vol. 8, no. 9, pp. 13–20, Sept. 2015. (EI: 20154101346872).Farid Muhammad Imran and Mingyi He, “Marker Selection using Skeletonization for very low training sample analysis of hyperspectral image classification”, International Journal of Hybrid Information Technology, vol. 8, no. 9, pp. 43–52, Sept. 2015. (EI: 20154101356229).Farid Muhammad Imran, “Marker Selection using Support Vector Machine Over-fitting for Very Low Training Sample Analysis of Hyperspectral Image Classification”, International Journal of Signal Processing, Image Processing and Pattern Recognition, vol. 8, no. 10, pp. 11–18, Oct. 2015. (EI Indexed).Farid Muhammad Imran, “Noise Effects on Feature Mining Non-Parametric Supervised Feature Extraction Techniques”, International Journal of Multimedia and Ubiquitous Engineering, vol. 10, no. 12, pp. 207–216, Dec. 2015. (EI Indexed).Conferences:Mingyi He, Farid Muhammad Imran, Baassou Belkacem and Shaohui Mei, “Improving hyperspectral image classification accuracy using iterative SVM with spatial-spectral information”, The 1st IEEE Summit & International Conference on Signal and Information Processing (ChinaSIP), Beijing, China, pp. 471–475, Jul. 2013. (EI: 20135017076763).Farid Muhammad Imran and Mingyi He, “Extended Morphological Profiles with duality for hyperspectral Image classification”, Proceedings of IEEE WHISPERS, Tokyo, Japan, Jun. 2-5, 2015.Farid Muhammad Imran and Mingyi He, “SVM Over-fitting Marker Selection Method for Small-Sample Hyperspectral Image Classification”, Presented at Chinese WHISPERS 2015, Xi’an, pp. 126–131, Sept. 2015.Baassou Belkacem, Mingyi He, Farid Muhammad Imran and Shaohui Mei, “Hyperspectral image classification based on iterative Support vector machine by integrating spatial-spectral information”, IEEE International Geoscience and Remote Sensing Symposium (IGARSS), Australia, pp. 1023–1026, Jul. 2013, (EI: 20140917388472).

Research Interest
Image Processing
Medical Imaging
Machine Learning and Deep Learning
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