Antoine Pirovano

According to our database, Antoine Pirovano authored at least 5 papers between 2019 and 2021.

Collaborative distances:

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

2021

Computer-aided diagnosis methods for cervical cancer screening on liquid-based Pap smears using convolutional neural networks : design, optimization and interpretability. (Méthodes de diagnostic assisté par ordinateur pour le dépistage du cancer du col de l'utérus sur lames de frottis vaginal en milieu liquide basées sur les réseaux de neurones à convolutions : conception, optimisation et interprétabilité).

Antoine Pirovano

PhD thesis, 2021

Computer-aided diagnosis tool for cervical cancer screening with weakly supervised localization and detection of abnormalities using adaptable and explainable classifier.

Antoine Pirovano, Leandro G. Almeida, Saïd Ladjal, Isabelle Bloch, Sylvain Berlemont

Medical Image Anal., 2021

Automatic Feature Selection for Improved Interpretability on Whole Slide Imaging.

Antoine Pirovano, Hippolyte Heuberger, Sylvain Berlemont, Saïd Ladjal, Isabelle Bloch

Mach. Learn. Knowl. Extr., 2021

2020

Improving Interpretability for Computer-Aided Diagnosis Tools on Whole Slide Imaging with Multiple Instance Learning and Gradient-Based Explanations.

Antoine Pirovano, Hippolyte Heuberger, Sylvain Berlemont, Saïd Ladjal, Isabelle Bloch

Proceedings of the Interpretable and Annotation-Efficient Learning for Medical Image Computing, 2020

2019

Regression Constraint for an Explainable Cervical Cancer Classifier.

Antoine Pirovano, Leandro G. Almeida, Saïd Ladjal

CoRR, 2019