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Dr. Mehdi Hassan
Tenured Associate Professor
Contact Information
  [email protected]
  665

Education Detail
PhD (Computer Science) Pakistan Institute of Engineering and Applied Sciences (PIEAS), Islamabad, Pakistan
MS (Computer System Engineering) Ghulam Ishaq Khan Institute of Engineering Sciences and Technology (GIKI), Topi, Swabi, KPK, Pakistan
MSc (Computer Science) Gomal University Dera Ismail Khan Wah Cantt, Pakistan

JOURNAL PUBLICATIONS

Hassan, M., Ali, S., Sanaullah, M., Shahzad, K., Mushtaq, S. etal., "Drug Response Prediction of Liver Cancer Cell Line Using Deep Learning", CMC-Computers, Materials & Continua, Impact Factor 3.772), 2021.Sanaullah, M., Ahmad, B., Kashif, M., Safdar, T., Hassan, M. etal., "A Real-Time Automatic Translation of Text to Sign Language", CMC-Computers, Materials & Continua, Impact Factor 3.772), 2021.S. H. Khan, A. Sohail., A. Khan, M. Hassan, YS Lee J. Alam, A. Basit, S. Zubair, "COVID-19 Detection in Chest X-ray Images using Deep Boosted Hybrid Learning", Computers in Biology and Medicine , (Impact Factor 4.589), 2021.M. Hassan, S. Ali, H. Alquhayz, K. Safdar, “Developing intelligent medical image modality classification system using deep transfer learning and LDA”, Nature Scientific Reports, (Impact Factor 4.00), 2020.S. Ali, M. Hassan, M. Saleem, SF. Tahir, “Deep transfer learning based hepatitis B virus diagnosis using spectroscopic images”, International journal of imaging system and technology, (Impact Factor 1.925), 2020.S. Khan, K. Kifayat, A. Kashif, M. Hassan, “Intelligent Intrusion Detection System in Smart Grid Using Computational Intelligence and Machine Learning”, Transactions on Emerging Telecommunications Technologies, (Impact Factor 1.594), 2020.M. Saleem, S. Ali, M. B. Khan, A. Amin, M Bilal, H. Nawaz, M. Hassan, “Optical diagnosis of hepatitis B virus infection in blood plasma using Raman spectroscopy and chemometric techniques”, Journal of Raman Spectorscopy, (Impact Factor 2.809), 2020.M. Mateen, J. Wen, M. Hassan, Nasrullah, S. Sun, S. Hayat, “Automatic Detection of Diabetic Retinopathy: A Review on Datasets, Methods and Evaluation Metrics”, IEEE Access (Impact Factor 3.745), 2020.M. Hassan, I. Murtza, M. A. Zafar, SF. Tahir, LG Tahir, “Neuro-Wavelet based Intelligent Medical Image Fusion”, International journal of Imaging System and Technology, (Impact Factor 1.925), 2019.M. Hassan, I. Murtza, A. Hira, S. Ali, K. Kifayat, “Robust Spatial Fuzzy GMM based MRI Segmentation and Carotid Artery Plaque Detection in Ultrasound Images”, Computer Methods and Programs in Biomedicine, Journal, (Impact Factor 3.636), 2019.M. Mateen, J. Wen, M. Hassan, S. Song, “Text Clustering using Ensemble Clustering Technique”, International Journal of Advanced Computer Science and Applications (IJACSA) (ISI Indexed), 2018.M. Hassan, M. Amin, I. Murtza, A. Khan, A. Chaudhry, “Robust Hidden Markov Model based intelligent blood vessel detection of fundus images”, Computer Methods and Program in Biomedicine, Journal, (Impact Factor 3.636) 2017.A. Chaudhry, M. Hassan, A. Khan, “Robust Segmentation and Intelligent Decision System for Cerebrovascular Disease”, Medical & Biological Engineering & Computing (MBEC), Journal,(Impact Factor 2.022), 2016.M. Hassan, A. Chaudhry, A. Khan, MA. Iftikhar, “Robust Information Gain Based Fuzzy C-means Clustering and Classification of Carotid Artery Ultrasound Images”, Published Computer Methods and Programs in Biomedicine 2013 (Impact Factor 3.636).J. Alam, M. Hassan, A. Khan, A. Chaudhry, “Robust Fuzzy RBF Network Based Image Segmentation and Intelligent Decision Making System for Carotid Artery Ultrasound Images”, Neurocomputing Journal (Impact Factor 4.438), 2015.U. Akhtar, M. Hassan, “Big Data Mining based on Computational Intelligence and Fuzzy Clustering”, (Book Chapter: Handbook of Research on Trends and Future Directions in Big Data and Web Intelligence, IGI Global USA.), 2015.A. Chaudhry, M. Hassan, A. Khan, JY. Kim, TA. Tuan, “Automatic Segmentation and Decision Making of Carotid Artery Ultrasound Images”, (Book Chapter, Advances in Intelligent Systems and Computing Volume 194 , pp 185-196) (ISI Indexed), 2013.M. Hassan, A. Chaudhry, A. Khan, MA. Iftikhar, “Robust Information Gain Based Fuzzy C-means Clustering and Classification of Carotid Artery Ultrasound Images”, Published Computer Methods and Programs in Biomedicine 2013 (Impact Factor 3.636).A. Chaudhry, M. Hassan, A. Khan, JY. Kim, “Automatic Active Contour Based Segmentation and Classification of Carotid Artery Ultrasound Images”. (Published, Journal of Digital Imaging, Impact Factor 3.697).M. Hassan, A. Chaudhry, A. Khan, JY. Kim, “Carotid Artery Image Segmentation using Modified Spatial C means and Ensemble Clustering”. Published Computer Methods and Programs in Biomedicine 2012 (Impact Factor 3.636).21.S. H. Khan, A. Sohail., A. Khan, M. Hassan, YS Lee J. Alam, A. Basit, S. Zubair, "COVID-19 Detection in Chest X-ray Images using Deep Boosted Hybrid Learning", Computers in Biology and Medicine , (Impact Factor 4.589), 2021.A. Chaudhry, A. Khan, AM. Mirza, A. Ali, M. Hassan, JY. Kim, “Neuro Fuzzy and Punctual Kriging Based Filter for Image Restoration”. Published in Applied Soft Computing, 2012 (Impact Factor 5.472).

CONFERENCE PUBLICATIONS

A colon cancer grade prediction model using texture and statistical features, SMOTE and mRMR, IEEE, INMIC-2016, Dec., 5-6, Islamabad, Pakistan.Ensemble sparse classification of colon cancer, IEEE FIT 2016, Pakistan.Computer Aided Segmentation and Classification of Carotid Artery Ultrasound Image Abnormalities, Accepted, IEEE Conference, Learning and Technology (L& T 2016), Saudi Arabia, 2016. Utilizing Distinct Terms for Proximity and Phrases in the Document for Better Information Retrieval Submitted IEEE, ICET, Islamabad, 2014 (acceptance rate 19%).Medial Image Clustering Employing Information Gain and Fuzzy C-Means, Published in IEEE, ICOSST-2013, Lahore, Pakistan.Energy Aware Routing and Data Aggregation in Wireless Sensor Networks, IMLC, Malaysia, 2013.Automatic Segmentation and Decision Making of Carotid Artery Ultrasound Images. (The 12th International Conference on Intelligent Autonomous Systems, June 26-29, 2012, Jeju, S. Korea).Image segmentation using Improved Spatial Fuzzy C-means Clustering. (ACM, ICUIMC '12: Proceedings of the 6th International Conference on Ubiquitous Information Management and Communication, Malaysia, 2012).An Optimized Fuzzy C Means Clustering with Spatial Information for Carotid Artery Image Segmentation. (Proceedings of International Conference on Applied Sciences and Technology, IBCAST, Islamabad. Pakistan, 2011).Information Gain Ratio Based Clustering for Investigation of Environmental Parameters Effects on Human Mental Performance, (ICCSE Feb. 24-26, 2010 Penang, Malaysia).Global Solar Irradiation Estimation on an Inclined Surface, Application of renewable energy sources in Central Asia, Dushanbe, 2009.

Research Interest
Medical Image Processing
Deep Learning
Big Data Analytics
Pattern Recognition
Data Mining
Natural Language Processing
Computer Vision
RESEARCH PROJECTS
Pakistan Science Foundation (PSF) Proposal submitted
NRPU Proposal submitted
National Cybercrime Forensics (National Center for Cyber Security) Funded by Planning Commission, Govt. of Pakistan (Co-PI)
PAF Data Analytics, PI, Funded by Pakistan Air Force
Three Days National Workshop on Data Science Funded by Higher Education Commission , Pakistan (PI, Organizer and Instructor)
Intelligent Crop Disease Detection System Funded by Air University (PI)