2020
A Critical Review of Data Analytics in the Expanded Program on Immunization (EPI)
Current Medical Imaging, 2020
Research Impact
Research Publications
13+ publications spanning data analytics, machine learning, deep learning, and AI-driven solutions in public health — published in reputed international journals.
13+
Publications
11
Int'l Journals
4
Research Areas
2020–24
Active Years
2020
A Data-Driven Framework for Predictive Analytics in the Expanded Program on Immunization, Pakistan
Wiener Klinische Wochenschrift, 2020
2020
Smart Healthcare Using Prediction of Immunization Defaulters
Computers, Materials & Continua, 2020
2020
A Machine Learning Framework for Predicting Tuberculosis Treatment Failure
Tuberculosis, 2020
2022
A Deep Learning Framework for Tuberculosis Detection from Chest X-Ray Images
Tuberculosis, 2022
2023
TB Detection in Chest X-Rays Using CNN-Based Hybrid Segmentation
Biomedical Signal Processing and Control, 2023
2022
Deep Ensemble Learning for Colorectal Polyp Classification
Applied Intelligence, 2022
2022
An Ensemble Framework of Deep Neural Networks for Colorectal Polyp Classification
Multimedia Tools & Applications, 2022
2024
Encoder-Decoder Architecture via Vision Transformer for Polyp Segmentation
Engineering Applications of Artificial Intelligence, 2024
2020
Predictive Analytics for Child Mortality in IoMT-Enabled Smart Healthcare
International Journal of Distributed Sensor Networks, 2020
2020
Mining Massive E-Health Data Streams for the Internet of Medical Things
Sensors, 2020
2024
Public Health Management for Maternal Mortality Reduction in Smart Cities
IEEE Engineering Management Review, 2024
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A Comprehensive Report
Predictive Analytics for Smart Healthcare
Transforming healthcare through the power of data and artificial intelligence — featuring our work on infant & maternal mortality prediction, lady healthworker performance, TB detection from chest X-rays, and AI-driven clinical decision support.