Jiameng Xu

399 Binshui West Road
Tianjin, 300387, China

Last Updated: 09/26/2026

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Found 10 publications

A Low-Parameter Adaptive Framework Based on Gaussian Mixture Modeling for Detecting Weak Astrocytic Calcium Signals in Two-Photon Imaging.

A Low-Parameter Adaptive Framework Based on Gaussian Mixture Modeling for Detecting Weak Astrocytic Calcium Signals in Two-Photon Imaging.

Journal: Bioengineering (Basel, Switzerland)

Published: March 13, 2026

A machine learning approach for predicting 72-hour mortality of hypothermic patients only using non-invasive parameters: A multi-center retrospective cohort study.

A machine learning approach for predicting 72-hour mortality of hypothermic patients only using non-invasive parameters: A multi-center retrospective cohort study.

Journal: PloS one

Published: March 27, 2025

A machine learning model for predicting the probability of hypothermia in trauma patients: a multi-center retrospective cohort study.

A machine learning model for predicting the probability of hypothermia in trauma patients: a multi-center retrospective cohort study.

Journal: Biomedical engineering letters

Published: February 11, 2025

Real-time prediction of HFNC treatment failure in acute hypoxemic respiratory failure using machine learning.

Real-time prediction of HFNC treatment failure in acute hypoxemic respiratory failure using machine learning.

Journal: Scientific reports

Published: December 04, 2024

Mapping multi-regional functional connectivity of astrocyte-neuronal networks during behaviors.

Mapping multi-regional functional connectivity of astrocyte-neuronal networks during behaviors.

Journal: Neurophotonics

Published: July 02, 2024

Intelligent alert system for predicting invasive mechanical ventilation needs via noninvasive parameters: employing an integrated machine learning method with integration of multicenter databases.

Intelligent alert system for predicting invasive mechanical ventilation needs via noninvasive parameters: employing an integrated machine learning method with integration of multicenter databases.

Journal: Medical & biological engineering & computing

Published: November 14, 2023

The identification of blood pressure variation with hypovolemia based on the volume compensation method.

The identification of blood pressure variation with hypovolemia based on the volume compensation method.

Journal: Frontiers in physiology

Published: March 06, 2023

A machine learning method for predicting the probability of MODS using only non-invasive parameters.

A machine learning method for predicting the probability of MODS using only non-invasive parameters.

Journal: Computer methods and programs in biomedicine

Published: June 05, 2022

A machine learning approach for mortality prediction only using non-invasive parameters.

A machine learning approach for mortality prediction only using non-invasive parameters.

Journal: Medical & biological engineering & computing

Published: October 23, 2019

A new method for identifying the acute respiratory distress syndrome disease based on noninvasive physiological parameters.

A new method for identifying the acute respiratory distress syndrome disease based on noninvasive physiological parameters.

Journal: PloS one

Published: May 28, 2019

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Last Updated: 09/26/2026