Jacopo Cirrone

Orcid: 0000-0002-7611-6961

According to our database1, Jacopo Cirrone authored at least 11 papers between 2018 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

Book 
In proceedings 
Article 
PhD thesis 
Dataset
Other 

Links

On csauthors.net:

Bibliography

2024
Exploring Intrinsic Properties of Medical Images for Self-Supervised Binary Semantic Segmentation.
CoRR, 2024

Free Form Medical Visual Question Answering in Radiology.
CoRR, 2024

2023
Shifting to Machine Supervision: Annotation-Efficient Semi and Self-Supervised Learning for Automatic Medical Image Segmentation and Classification.
CoRR, 2023

Cross-Architectural Positive Pairs improve the effectiveness of Self-Supervised Learning.
CoRR, 2023

Efficient Representation Learning for Healthcare with Cross-Architectural Self-Supervision.
Proceedings of the Machine Learning for Healthcare Conference, 2023

Enhancing Medical Image Segmentation: Optimizing Cross-Entropy Weights and Post-Processing with Autoencoders.
Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

2022
CASS: Cross Architectural Self-Supervision for Medical Image Analysis.
CoRR, 2022

Prediction of drug effectiveness in rheumatoid arthritis patients based on machine learning algorithms.
Proceedings of the 9th International Conference on Biomedical and Bioinformatics Engineering, 2022

A Data-Efficient Deep Learning Framework for Segmentation and Classification of Histopathology Images.
Proceedings of the Computer Vision - ECCV 2022 Workshops, 2022

2021
Learning Causality in Molecular Biology.
PhD thesis, 2021

2018
SuperNoder: a tool to discover over-represented modular structures in networks.
BMC Bioinform., 2018


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