"Mercury Ingenium team on AMD Developer Hackathon Hackathon"

Team Idea

From Peru, for every frontier. AMD-native AI research fueled by the oldest force: curiosity.

Team Members

gabriel Laurente

alexander_laurente284

student

Submission

Breast Cancer Response Prediction — AMD ROCm

CNN-GNN-LSTM pipeline for predicting chemotherapy response in breast cancer. Integrates RadImageNet, GATv2 molecular graphs, and BiLSTM temporal modeling over MRI and clinical data. AUC 0.771, 81% sensitivity — accelerated on AMD ROCm.