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Mr. Sana Ullah Khan


Education MSCS, Ph.D. (In progress)

Specialization

Digital Image Processing, Medical Imaging, Machine Learning, Deep Learning, Data Science.

Publication

  1. Jan, Z., SU KHAN, N. Islam, MA ANSARI, and B. Baloch. "Automated Detection of Malignant Cells Based on Structural Analysis and Naive Bayes    Classifier." Sindh University Research Journal-SURJ (Science Series) 48, no. 2 (2016).
  2. Khan, Sana Ullah, Naveed Islam, Zahoor Jan, Hameed Ullah Shah, and Aziz ud Din. "Automated Counting of Cells in Breast Cytology Images Using Level Set Method." In 2018 IEEE 20th International Conference on High Performance Computing and Communications; IEEE 16th International Conference on Smart City; IEEE 4th International Conference on Data Science and Systems (HPCC/SmartCity/DSS), pp. 1578-1584. IEEE, 2018.
  3. Khan, Sana Ullah, Naveed Islam, Zahoor Jan, Ikram Ud Din, Atif Khan, and Yasir Faheem. "An e-Health care services framework for the detection and classification of breast cancer in breast cytology images as an IoMT application." Future Generation Computer Systems 98 (2019): 286-296.
  4. Saba, Tanzila, Sana Ullah Khan, Naveed Islam, Naveed Abbas, Amjad Rehman, Nadeem Javaid, and Adeel Anjum. "Cloud‐based decision support system for the detection and classification of malignant cells in breast cancer using breast cytology images." Microscopy research and technique 82, no. 6 (2019): 775-785.
  5. Khan, SanaUllah, Naveed Islam, Zahoor Jan, Ikram Ud Din, and Joel JP C. Rodrigues. "A novel deep learning based framework for the detection and classification of breast cancer using transfer learning." Pattern Recognition Letters 125 (2019): 1-6.
  6. Khan, Sana Ullah, Naveed Islam, Zahoor Jan, Khalid Haseeb, Syed Inayat Ali Shah, and Muhammad Hanif. "A machine learning-based approach for the segmentation and classification of malignant cells in breast cytology images using grey level co-occurrence matrix (GLCM) and support vector machine (SVM)." Neural Computing and Applications (2021): 1-8.
  7. Rahman, Samiur, Bakht Azam, Sana Ullah Khan, Muhammad Awais, and Ishtiaq Ali. "Automatic identification of abnormal blood smear images using color and morphology variation of RBCS and central pallor." Computerized Medical Imaging and Graphics 87 (2021): 101813.
  8. Adnan, Muhammad, Asad Habib, Jawad Ashraf, Shafaq Mussadiq, Arsalan Ali Raza, Muhammad Abid, Maryam Bashir, and Sana Ullah Khan. "Predicting at-Risk Students at Different Percentages of Course Length for Early Intervention Using Machine Learning Models." IEEE Access 9 (2021): 7519-7539.
  9. Fayaz, Muhammad, Atif Khan, Muhammad Bilal, and Sana Ullah Khan. "Machine learning for fake news classification with optimal feature selection." Soft Computing (2022): 1-9.
  10. Azam, Muhammad Adeel, Khan Bahadar Khan, Eid Rehman, and Sana Ullah Khan. "Smoke removal and image enhancement of laparoscopic images by an artificial multi-exposure image fusion method." Soft Computing (2022): 1-13.

Contacts: sana.ullah@kust.edu.pk  Postal: Institute of Computing (IoC), Kohat University of Science and Technology (KUST)   


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