Lisa Anita De Santi

Publication Activity (10 Years)

Years Active: 2023-2024
Publications (10 Years): 7

Top Topics

Caudate Nucleus

Convolutional Neural Networks

Early Diagnosis

Top Venues

J. Digit. Imaging

Publications

Lisa Anita De Santi, Jörg Schlötterer, Michael Scheschenja, Joel Wessendorf, Meike Nauta, Vincenzo Positano, Christin Seifert
PIPNet3D: Interpretable Detection of Alzheimer in MRI Scans. CoRR (2024)
Filippo Bargagna, Lisa Anita De Santi, Maria Filomena Santarelli, Vincenzo Positano, Nicola Vanello
Bayesian XAI Methods Towards a Robustness-Centric Approach to Deep Learning: An ABIDE I Study. MeMeA (2024)
Lisa Anita De Santi, Jörg Schlötterer, Meike Nauta, Vincenzo Positano, Christin Seifert
Patch-based Intuitive Multimodal Prototypes Network (PIMPNet) for Alzheimer's Disease classification. CoRR (2024)
Lisa Anita De Santi, Filippo Bargagna, Maria Filomena Santarelli, Vincenzo Positano
Evaluating Explanations of an Alzheimer's Disease 18F-FDG Brain PET Black-Box Classifier. xAI (1) (2023)
Filippo Bargagna, Lisa Anita De Santi, Nicola Martini, Dario Genovesi, Brunella Favilli, Giuseppe Vergaro, Michele Emdin, Assuero Giorgetti, Vincenzo Positano, Maria Filomena Santarelli
Bayesian Convolutional Neural Networks in Medical Imaging Classification: A Promising Solution for Deep Learning Limits in Data Scarcity Scenarios. J. Digit. Imaging 36 (6) (2023)
Lisa Anita De Santi, Antonella Meloni, Maria Filomena Santarelli, Laura Pistoia, Anna Spasiano, Tommaso Casini, Maria Caterina Putti, Liana Cuccia, Filippo Cademartiri, Vincenzo Positano
Left Ventricle Detection from Cardiac Magnetic Resonance Relaxometry Images Using Visual Transformer. Sensors 23 (6) (2023)
Lisa Anita De Santi, Elena Pasini, Maria Filomena Santarelli, Dario Genovesi, Vincenzo Positano
An Explainable Convolutional Neural Network for the Early Diagnosis of Alzheimer's Disease from 18F-FDG PET. J. Digit. Imaging 36 (1) (2023)