Towards personalized diagnosis of Glioblastoma in Fluid-attenuated inversion recovery (FLAIR) by topological interpretable machine learning

no code implementations • 17 Dec 2019 • Matteo Rucco, Lorenzo Falsetti, Giovanna Viticchi

In the present investigation, we intend to demonstrate by means of numerical experiments that topological features combined with textural features can be enrolled for GBM analysis and morphological characterization on FLAIR.

BIG-bench Machine Learning Interpretable Machine Learning +1

Neural Hypernetwork Approach for Pulmonary Embolism diagnosis

no code implementations • 19 Sep 2014 • Matteo Rucco, David M. S. Rodrigues, Emanuela Merelli, Jeffrey H. Johnson, Lorenzo Falsetti, Cinzia Nitti, Aldo Salvi

The new approach, called Neural Hypernetwork, has been applied to a case study of pulmonary embolism diagnosis.

Relation Topological Data Analysis