Multimodal Medical Data Analysis for Precision Medicine Lab

Overview

MAPMED focuses on multimodal medical data analysis for decision support systems in radiomics and precision medicine. We specialize in analyzing multimodal medical imaging data, including PET, CT, MRI, and microscopic tissue (histopathology) images, and develop deep learning models for tasks such as segmentation, detection, prognostication, prediction, and classification.

Technical Focus

• Radiomics

• Robust Segmentation, Prognostication, and Classification

• 3D Medical Image Preprocessing & Augmentation

Our research spans a wide array of clinical applications, including but not limited to the assessment of lung cancer treatment and surgical navigation planning for lower limb interventions