Bahria University

DR. JODDAT FATIMA

PERSONAL INFORMATION
Email	joddat.fatima@bahria.edu.pk
Phone Ext.	3054
Research Areas / Expertise	Applied AI/ML Image Processing

Publications

Journals

• Review of Localization Techniques for Macula using Fundus Images | Pakistan Journal of Engineering and Technology (PakJET)
• Sentiment Analysis Based on Reviews Using Machine Learning Techniques | Pakistan Journal of Engineering and Technology, PakJET
• Spinal vertebrae localization and analysis on disproportionality in curvature using radiography—a comprehensive review." | EURASIP Journal on Image and Video Processing
• Automatic Localization and Edge based Segmentation of Vertebrae for Cobb Estimation and Curvature Deformity Analysis of Spine | Intelligent Automation & Soft Computing Journal
• Localization and Edge-Based Segmentation of Lumbar Spine Vertebrae to Identify the Deformities Using Deep Learning Models | MDPI Sensors
• Vertebrae localization and spine segmentation on radiographic images for feature based curvature classification for scoliosis | Concurrency Computation Practice and Experience
• Innovative hip-knee health evaluation: Leveraging pose estimation for single-leg stance postural stability assessment | Measurement and Control
• From CBC to clarity: Interpretable detection of beta-thalassemia carriers in imbalanced datasets | PloS one
• Trustworthy deep learning for malaria diagnosis using explainable artificial intelligence | Scientific Reports
• THALASSEMIA CARRIER IDENTIFICATION FROM BLOOD MICROSCOPY IMAGES: A COMPARATIVE ANALYSIS OF ML AND DL APPROACHES | Spectrum of Engineering Sciences
• Balancing noise reduction and neural signature preservation in EEG biometrics | Scientific Reports
• Bridging the Gap: Real-Time American Sign Language Recognition Using a Somatosensory Glove | Journal of Computing Biomedical Informatics

Conferences

• Secure Personal Identification System Based on Human Retina | 2013 IEEE Symposium on Industrial Electronics and Applications(ISIEA 2013) Malaysia.
• Feature point validation for improved retina recognition | 2013 IEEE Workshop on Biometrics Measurements and Systems for Security and Medical Applications Napoli, Italy
• Automated Laser Mark Segmentation from Colored Images | 2014 IEEE INMIC Karachi Pakistan
• A Review Analysis On Ophthalmology Caused By Hypertenion Using Structural Features Of Eye | 2016 ICEEST International Conference on Emerging Trends in Engineering, Sciences and Technology
• Digital Fundus Image Stitching for Generation of Retinal Mosaic to Help Ophthalmologists | 2016 ICEEST International Conference on Emerging Trends in Engineering, Sciences and Technology
• Automated Techniques for Detection and Classification of Diabetic Macular Edema, A Review | 2016 ICEEST International Conference on Emerging Trends in Engineering, Sciences and Technology
• An Overview of OCT Techniques for Detection of Ophthalmic Syndromes | 2017 EAI International Conference on Future Intelligent Vehicular Technologies, Islamabad, Pakistan
• Imaging Modalities for Vertebrae Segmentation and Spinal Deformity Diagnosis: A Review | 2018 5th International Conference on Communication and Computer Engineering from 17 – 19 July 2018 in Melaka, Malaysia
• Robust Detection of Exudates using Fundus Images | 2018 21st IEEE International Multi Topic Conference, INMIC
• Handcrafted and Deep features based Classification of Scoliosis. | 2nd International Conference on Digital Futures and Transformative Technologies (ICoDT2)