Giuliana Monachino

Orcid: 0000-0003-4434-6399

According to our database1, Giuliana Monachino authored at least 9 papers between 2022 and 2025.

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

Timeline

Legend:

Book 
In proceedings 
Article 
PhD thesis 
Dataset
Other 

Links

On csauthors.net:

Bibliography

2025
Self-DANA: A Resource-Efficient Channel-Adaptive Self-Supervised Approach for ECG Foundation Models.
CoRR, July, 2025

Synthetic ECG signals generation: A scoping review.
Comput. Biol. Medicine, 2025

Brugada Syndrome Diagnosis Through Self-supervised Contrastive Learning.
Proceedings of the Artificial Intelligence in Medicine - 23rd International Conference, 2025

2024
Comparison analysis between standard polysomnographic data and in-ear-EEG signals: A preliminary study.
CoRR, 2024

Framework for Algorithmic Bias Quantification and its Application to Automated Sleep Scoring.
Proceedings of the 11th IEEE Swiss Conference on Data Science, 2024

2023
Deep Generative Models: The winning key for large and easily accessible ECG datasets?
Comput. Biol. Medicine, December, 2023

U-Sleep's resilience to AASM guidelines.
npj Digit. Medicine, 2023

Bridging AI and Clinical Practice: Integrating Automated Sleep Scoring Algorithm with Uncertainty-Guided Physician Review.
CoRR, 2023

2022
U-Sleep: resilient to AASM guidelines.
CoRR, 2022


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