Manuela Ferrario - Publications

A Deep Bidirectional LSTM Model Enhanced by Transfer Learning for the Classification of Peripheral Arterial Blood Pressure Waveforms.

Journal: IEEE transactions on bio-medical engineering

Published: May 25, 2026

Innovation in intensive care: a framework to turn ideas and concepts into actionable solutions.

Journal: Intensive care medicine

Published: January 21, 2026

A Bidirectional Long Short-Term Memory Deep Learning Model for Classification of Pulse Waveform.

Journal: Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference

Published: December 03, 2025

Analysis of the cardiovascular response to standardized polymicrobial peritonitis experimental model.

Journal: Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference

Published: December 03, 2025

Sepsis insult generates different vascular response phenotypes: an unsupervised time-series clustering preclinical study.

Journal: Scientific reports

Published: October 20, 2025

Correlation Networks To Uncover Changes in Protein Relationships in Spinocerebellar Ataxia Type 2 and Cerebellar Multiple System Atrophy.

Journal: Journal of proteome research

Published: June 18, 2025

Arterial pulse wave analysis can detect vascular alterations in response to therapy in septic shock.

Journal: Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference

Published: March 05, 2025

Evaluation of Valsalva Maneuver in Alpha-Synucleinopathies.

Journal: Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference

Published: March 05, 2025

Blood Flow Estimation from Invasive Arterial Blood Pressure: a Black-Box Approach.

Journal: Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference

Published: March 05, 2025

Central blood pressure estimation from radial artery in septic shock.

Journal: Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference

Published: March 05, 2025

Algorithms and tools for data-driven omics integration to achieve multilayer biological insights: a narrative review.

Journal: Journal of translational medicine

Published: February 10, 2025

Predicting the clinical evolution of septic patients from routinely collected data and vital signs variability using machine learning.

Journal: Physiological measurement

Published: February 04, 2025