Sergio Martinez-Sanchez

Barcelona, CT, Spain

Last Updated: 09/26/2026

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Found 15 publications

Machine learning applied to echocardiographic deformation curves for prediction of heart failure and cardiovascular death.

Machine learning applied to echocardiographic deformation curves for prediction of heart failure and cardiovascular death.

Journal: International journal of cardiology
Published: December 24, 2025

AI-enabled workflow for automated classification and analysis of feto-placental Doppler images.

AI-enabled workflow for automated classification and analysis of feto-placental Doppler images.

Journal: Frontiers in digital health
Published: July 03, 2024

Prediction of low birth weight from fetal ultrasound and clinical characteristics: a comparative study between a low- and middle-income and a high-income country.

Prediction of low birth weight from fetal ultrasound and clinical characteristics: a comparative study between a low- and middle-income and a high-income country.

Journal: BMJ global health
Published: April 30, 2024

Labour monitoring and decision support: a machine-learning-based paradigm.

Labour monitoring and decision support: a machine-learning-based paradigm.

Journal: Frontiers in global women's health
Published: January 10, 2024

An Artificial Placenta Experimental System in Sheep: Critical Issues for Successful Transition and Survival up to One Week.

An Artificial Placenta Experimental System in Sheep: Critical Issues for Successful Transition and Survival up to One Week.

Journal: Biomedicines
Published: February 09, 2023

Acute fetal cardiovascular adaptation to artificial placenta in sheep model.

Acute fetal cardiovascular adaptation to artificial placenta in sheep model.

Journal: Ultrasound in obstetrics & gynecology : the official journal of the International Society of Ultrasound in Obstetrics and Gynecology
Published: November 08, 2022

Machine Learning for Clinical Decision-Making: Challenges and Opportunities in Cardiovascular Imaging.

Machine Learning for Clinical Decision-Making: Challenges and Opportunities in Cardiovascular Imaging.

Journal: Frontiers in cardiovascular medicine
Published: August 27, 2021

Machine-learning-based exploration to identify remodeling patterns associated with death or heart-transplant in pediatric-dilated cardiomyopathy.

Machine-learning-based exploration to identify remodeling patterns associated with death or heart-transplant in pediatric-dilated cardiomyopathy.

Journal: The Journal of heart and lung transplantation : the official publication of the International Society for Heart Transplantation
Published: July 06, 2021

Automated Pattern Recognition in Whole-Cardiac Cycle Echocardiographic Data: Capturing Functional Phenotypes with Machine Learning.

Automated Pattern Recognition in Whole-Cardiac Cycle Echocardiographic Data: Capturing Functional Phenotypes with Machine Learning.

Journal: Journal of the American Society of Echocardiography : official publication of the American Society of Echocardiography
Published: February 01, 2021

Machine Learning in Fetal Cardiology: What to Expect.

Machine Learning in Fetal Cardiology: What to Expect.

Journal: Fetal diagnosis and therapy
Published: August 21, 2019

Analysis of nonstandardized stress echocardiography sequences using multiview dimensionality reduction.

Analysis of nonstandardized stress echocardiography sequences using multiview dimensionality reduction.

Journal: Medical image analysis
Published: January 14, 2019

Machine learning-based phenogrouping in heart failure to identify responders to cardiac resynchronization therapy.

Machine learning-based phenogrouping in heart failure to identify responders to cardiac resynchronization therapy.

Journal: European journal of heart failure
Published: May 30, 2018
Showing 1-12 of 15

Last Updated: 09/26/2026