Journal Article
Presentation / Conference Contribution
A Responsible AI Perspective to implementing Generative AI in Personalized Healthcare: Implications, Challenges and Future Directions
Fagbola, T. M., Dhiman, A., Mboli, J., & Mishra, B. (2024, October). A Responsible AI Perspective to implementing Generative AI in Personalized Healthcare: Implications, Challenges and Future Directions. Paper presented at 1st International Workshop on Responsible AI (RAI) for Healthcare and Net Zero, IIT Madras, Chennai, India
Ensemble Supervised Learning-based Approaches for Mobile Network Coverage and Quality Predictions in a University Setting
Okiemute Osiezagha, M., Kumar Mishra, B., & Fagbola, T. M. (2024, August). Ensemble Supervised Learning-based Approaches for Mobile Network Coverage and Quality Predictions in a University Setting. Paper presented at International Conference on Intelligent Systems with Applications in Communications, Computing and IoT (ICISCCI-2K24), Vardhaman College of Engineering, Hyderabad, India
Research interests
* Social computing AI and NLP
* Efficiency of methods and models and data efficiency
* Transfer and small-data learning
* Generative deep learning, unsupervised deep learning
* Biomedical and public health applications
* Fairness and ethical application of ML
* Multi-Agent LLM Systems and Applications
* Domain-specific Small Language Models
* Medical Image Processing
Postgraduate supervision
Explainable and Precise Medical Report Generation from Multimodal Clinical Records
Privacy-Preserving Precise Medical Visual Question Answering
Privacy-preserving Synthetic Medical Image Generation for Computer-aided diagnosis