Sage Journals: Discover world-class research

Open access

Review article

First published 2025

A systematic review of automated International Classification of Diseases coding models using the Medical Information Mart for Intensive Care dataset

Ying Zhang, Chen Lyu, Lu Chang [...]

DIGITAL HEALTH

Free access

Research article

First published 2019-12

The assessment of data quality issues for process mining in healthcare using Medical Information Mart for Intensive Care III,a freely available e-health record database

Angelina Prima Kurniati, Eric Rojas, David Hogg [...]

Health Informatics Journal

Retricted access

Research article

First published 2023-9

Predicting the Onset of Sepsis Using Vital Signs Data: A Machine Learning Approach

An Tran, Robert Topp, Ebrahim Tarshizi [...]

Clinical Nursing Research

Open access

Research article

First published 2026

Predicting blood transfusion after ICU admission in five databases: A comparison of three machine learning paradigms

Johanna Schwinn, Seyedmostafa Sheikhalishahi, Matthaeus Morhart [...]

DIGITAL HEALTH

Open access

Research article

First published 2023

Predicting readmission to the cardiovascular intensive care unit using recurrent neural networks

Steven Kessler, Dennis Schroeder, Sergej Korlakov [...]

DIGITAL HEALTH

Retricted access

Research article

First published 2023-7

Racial Disparities in Documented Chief Complaints and Diagnoses in Sepsis Patients

Helen Liu, Stephen McCroskery, Vignesh Rajasekaran [...]

Journal of Intensive Care Medicine

Free access

Research article

First published 2021-7

Risk factor identification and predictive models for central line requirements for patients on vasopressors

Adrian D Haimovich, Ruoyi Jiang, Richard A Taylor [...]

Anaesthesia and Intensive Care

Retricted access

Research article

First published 2024-11

Criticality of Nursing Care for Patients With Alzheimer’s Disease in the ICU: Insights From MIMIC III Dataset

Zhou Yan, Guo Quan, Xue Jia-Hui

Clinical Nursing Research

Open access

Research article

First published 2025

Interpretable machine learning models for predicting in-hospital mortality in patients with chronic critical illness and heart failure: A multicenter study

Min He, Yongqi Lin, Siyu Ren [...]

DIGITAL HEALTH

Open access

Research article

First published 2022

DataSifter II: Partially synthetic data sharing of sensitive information containing time-varying correlated observations

Nina Zhou, Lu Wang, Simeone Marino [...]

Journal of Algorithms & Computational Technology

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