Mahmuda Akter Sristy

works on

biomechanical simulation 1 brain tumor modeling 1 federated learning 1 medical imaging 1 physics-informed neural networks 1 privacy-preserving 1

From the 1 of 1 linked paper with an AI index.

collaborators

1 paper

cs.CV2026

Where Physics Meets Privacy: Federated PINNs for Privacy-Preserving Brain Tumor Biomechanical Modeling

Mahmuda Akter Sristy, Md Al-Mahfuz Chowdhury, Momota Ahsana Meem +2

The paper proposes a federated physics-informed neural network that learns patient-specific brain tumor biomechanical models from MRI data while keeping raw data on local sites, ac…