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. Bayesian Convolutional Neural Networks in Medical Imaging Classification: A Promising Solution for Deep Learning Limits in Data Scarcity Scenarios. J. Digital Imaging, 36(6):2567-2577, December 2023. [doi]

Authors

Filippo Bargagna

This author has not been identified. Look up 'Filippo Bargagna' in Google

Lisa Anita De Santi

This author has not been identified. Look up 'Lisa Anita De Santi' in Google

Nicola Martini

This author has not been identified. Look up 'Nicola Martini' in Google

Dario Genovesi

This author has not been identified. Look up 'Dario Genovesi' in Google

Brunella Favilli

This author has not been identified. Look up 'Brunella Favilli' in Google

Giuseppe Vergaro

This author has not been identified. Look up 'Giuseppe Vergaro' in Google

Michele Emdin

This author has not been identified. Look up 'Michele Emdin' in Google

Assuero Giorgetti

This author has not been identified. Look up 'Assuero Giorgetti' in Google

Vincenzo Positano

This author has not been identified. Look up 'Vincenzo Positano' in Google

Maria Filomena Santarelli

This author has not been identified. Look up 'Maria Filomena Santarelli' in Google