Lisa Anita De Santi

According to our database, Lisa Anita De Santi authored at least 7 papers between 2023 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2024

PIPNet3D: Interpretable Detection of Alzheimer in MRI Scans.

Lisa Anita De Santi, Jörg Schlötterer, Michael Scheschenja, Joel Wessendorf, Meike Nauta, Vincenzo Positano, Christin Seifert

CoRR, 2024

Patch-based Intuitive Multimodal Prototypes Network (PIMPNet) for Alzheimer's Disease classification.

Lisa Anita De Santi, Jörg Schlötterer, Meike Nauta, Vincenzo Positano, Christin Seifert

Proceedings of the Joint Proceedings of the xAI 2024 Late-breaking Work, 2024

Bayesian XAI Methods Towards a Robustness-Centric Approach to Deep Learning: An ABIDE I Study.

Filippo Bargagna, Lisa Anita De Santi, Maria Filomena Santarelli, Vincenzo Positano, Nicola Vanello

Proceedings of the IEEE International Symposium on Medical Measurements and Applications, 2024

2023

Bayesian Convolutional Neural Networks in Medical Imaging Classification: A Promising Solution for Deep Learning Limits in Data Scarcity Scenarios.

Filippo Bargagna, Lisa Anita De Santi, Nicola Martini, Dario Genovesi, Brunella Favilli, Giuseppe Vergaro, Michele Emdin, Assuero Giorgetti, Vincenzo Positano, Maria Filomena Santarelli

J. Digit. Imaging, December, 2023

Left Ventricle Detection from Cardiac Magnetic Resonance Relaxometry Images Using Visual Transformer.

Lisa Anita De Santi, Antonella Meloni, Maria Filomena Santarelli, Laura Pistoia, Anna Spasiano, Tommaso Casini, Maria Caterina Putti, Liana Cuccia, Filippo Cademartiri, Vincenzo Positano

Sensors, March, 2023

An Explainable Convolutional Neural Network for the Early Diagnosis of Alzheimer's Disease from 18F-FDG PET.

Lisa Anita De Santi, Elena Pasini, Maria Filomena Santarelli, Dario Genovesi, Vincenzo Positano

J. Digit. Imaging, February, 2023

Evaluating Explanations of an Alzheimer's Disease 18F-FDG Brain PET Black-Box Classifier.

Lisa Anita De Santi, Filippo Bargagna, Maria Filomena Santarelli, Vincenzo Positano

Proceedings of the Explainable Artificial Intelligence, 2023