Diletta Guberti

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

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

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

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

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

Estimation of pulse wave analysis indices from invasive arterial blood pressure only for a clinical assessment of wave reflection in a 5-day septic animal experiment.

Journal: Medical & biological engineering & computing

Published: September 19, 2024

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

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

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

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

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

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

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

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

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

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

Central blood pressure estimation from radial artery in septic shock.

Central blood pressure estimation from radial artery in septic shock.

Estimation of pulse wave analysis indices from invasive arterial blood pressure only for a clinical assessment of wave reflection in a 5-day septic animal experiment.

Estimation of pulse wave analysis indices from invasive arterial blood pressure only for a clinical assessment of wave reflection in a 5-day septic animal experiment.

The role of pulse wave analysis indexes for critically ill patients: a narrative review.

The role of pulse wave analysis indexes for critically ill patients: a narrative review.

Wave Separation Analysis to Assess Cardiovascular Alterations Induced by Sepsis.

Wave Separation Analysis to Assess Cardiovascular Alterations Induced by Sepsis.