Author

Giuseppe Patané

2 papers indexed here

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Open access Jul 2026

Synthetic MRI pretraining for medical imaging classification.

This work generates and leverage a synthetic MRI dataset to pretrain DL architectures, demonstrating effective model learning with minimal computational cost and establishing a new state-of-the-art on the MedMNIST benchmark.

R. Turrisi, Giuseppe Patané · Scientific Reports · 0 citations

Open access Jul 2026

Graph representation and learning for drug administration prediction

This work proposes a graph representation learning model for predicting drug administration using the MIMIC-III database, which contains over 53K critical care admissions, and designs a heterogeneous, weighted, directed, and multi-feature graph from patient demographics, diagnoses, and drug administration records.

Simone Cammarasana, Giuseppe Patané · BMC Medical Informatics and... · 0 citations