Conducted experiments and benchmarking for a multi-task and multiple-instance learning framework for lung cancer diagnosis. Enhanced the training pipeline, data preparation, and processing workflow for high-resolution whole slide images.

Collaborated on a computer-aided diagnosis system for breast cancer with a focus on deep learning for mass classification and detection. Performed image analysis, preprocessing, implementation, and evaluation on breast X-ray datasets.

Conducted data analysis on bone cancer datasets to identify prognostic factors affecting disease progression and treatment outcomes. Applied machine learning and statistical modeling for survival analysis and personalized treatment recommendations.