Dr. Madiha Hameed
Specialization : Artificial Intelligence
Email : madiha.hameed@uog.edu.pk
Office Number : +(92) 92532260000Office Exten : 3399
Dr. Madiha Hameed is a distinguished researcher and academic who has completed her PhD from the Pakistan Institute of Engineering and Applied Sciences. Her research focuses on advanced deep learning frameworks for medical image analysis, particularly addressing challenges associated with noisy and complex brain imaging data. She has proposed a novel vision transformer–based model for robust analysis and classification of noisy medical images and has contributed to the field through multiple research publications. In addition to her research contributions, she brings over 18 years of extensive experience in teaching and academic administration at the University of Gujrat, Pakistan. Her expertise spans deep learning, vision transformers, and multi-modal medical imaging, reflecting her strong commitment to advancing innovative and reliable AI-driven solutions in healthcare.
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Deep Learning for Medical Image Analysis, Early Cancer Detection, Intelligent Diagnostic Systems, Computer Vision in Healthcare, Natural Language Processing, Medical Data Analytics, Artificial Intelligence, Pattern Recognition, Image Processing, Proteomic Data Analysis, and Gene Analysis
- PhD,Pakistan Institute of Engineering & Applied Science
- MS ,University of Lahore, Lahore
- Course Coordinator 2011-2013, Department of Computing ,Univeristy of Gujrat
- Reviewer International Bhurban Conference on Applied Sciences and Technology (IBCAST) Date: 2025
- Active Member of the Coursera Community (2023–2025)
- AWS Summit, organized by Amazon, May 2024 World Trade Center, Dubai
- Microsoft Office Trainer (Word, PowerPoint, and Excel) in a series of training workshops organized by the University of Gujrat, held from August 1, 2011, to September 30, 2011.
- Participated in the Modern Language and Learning Center training course organized by the University of Gujrat, held from June 15 to June 22, 2010.
- Post-Graduate Certificate in Text-to-Speech Synthesis & Speech Corpus Development Center for Language Engineering (CLE), Al-Khawarizmi Institute of Computer Science, UET Lahore Awarded: November 23, 2024
- Completed the Professional Competency Enhancement Program for Teachers (PCEPT) for Higher Education Faculty, organized by the National Academy of Higher Education (NAHE), Higher Education Commission (HEC), Islamabad, in collaboration with the University of Gujrat. Program held from June 2010 to July 30, 2010, at the University of Gujrat.
- Completed a Professional Certification in Research Methodology organized by Virtual University of Pakistan, held from February 10 to June 30, 2017.
- Participated in the AGILE Conference Pakistan 2014, organized by the Pakistan Scrum Alliance, held on October 18, 2014, in Islamabad.
- Member, Organizing Team National Outreach Program for Higher Education Faculty Organized by the National Academy of Higher Education (NAHE), Higher Education Commission (HEC), Islamabad, in collaboration with the University of Gujrat Held from November 19 to December 9, 2024, at the University of Gujrat
- 1. Madiha Hameed , Aneela Zameer, Asif Zahoor Raja “CCNN-SCD: a deep composite architecture for skin cancer detection using feature engineering-aided convolutional neural networks for dermatological diagnosis” Applied Intelligence, March 2026 DOI: https://doi.org/10.1007/s10489-026-07111-6
- 2. Madiha Hameed , Aneela Zameer, Hafsa Dar, Romana “Acute myeloid leukemia classification using ReLViT and detection with YOLO enhanced by adversarial networks on bone marrow images” Scientific Reports, December 2025 DOI: https://doi.org/10.1038/s41598-025-17891-5
- 3. Muhammad Mujtaba , Muhammad Imtiaz Shafiq , Hammad Ismail , Madiha Hameed , Jamelah Saleh Al-Otaibi , Haroon Khan “Integrated computational analysis of halogenated curcumin derivatives targeting GSK-3β: Pharmacokinetic, docking, MDS, and DFT approaches” Letters In Drug Design & Discovery, December 2025 DOI: https://doi.org/10.1016/j.lddd.2025.100201
- 4. Madiha Hameed , Aneela Zameer, Asif Zahoor Raja “A Comprehensive Systematic Review: Advancements in Skin Cancer Classification and Segmentation Using the ISIC Dataset” Computer Modeling in Engineering & Sciences, July 2024 DOI: https://www.techscience.com/CMES/v140n3/57243
- 5. Madiha Hameed , Aneela Zameer, Asif Zahoor Raja “ARiViT: attention-based residual-integrated vision transformer for noisy brain medical image classification” The European Physical Journal Plus, April 2024 DOI: https://link.springer.com/article/10.1140/epjp/s13360-024-05220-0
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1. Waqar Ahmad,Madiha Hameed,Muhammad Bilal,Abdul Majid “ML-PRED-CLL: MACHINE LEARNING BASED PREDICTION OF CHRONIC LYMPHOCYTIC LEUKEMIA USING PROTEIN SEQUENTIAL DATA” 2022 INTERNATIONAL CONFERENCE ON RECENT ADVANCES IN ELECTRICAL ENGINEERING & COMPUTER SCIENCES (RAEE & CS), October 2022 _DOI: 10.1109/RAEECS56511.2022.9954510
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2. Tahira Shehzadi,Madiha Hameed,Aqeel Farooq “Intelligent predictor using cancer-related biologically information extraction from cancer transcriptomes” Conference: 2020 International Symposium on Recent Advances in Electrical Engineering & Computer Sciences (RAEE & CS, October 2020 _DOI: 10.1109/RAEECS50817.2020.9265692
- AI researcher with a focus on medical imaging and intelligent diagnostic systems. Currently developing a web-based platform for cancer detection using deep learning and visual analytics. Committed to creating clinically relevant, accessible AI tools that enhance diagnostic accuracy. Open to collaborative research, clinical partnerships, and data-driven innovation in healthcare. ( New Products Developed )