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Articles by Alistair Johnson
MIMIC-IV-Echo: An Echocardiography Dataset Integrated with the MIMIC-IV Ecosystem
Abstract MIMIC-IV-Echo is a publicly available dataset of echocardiographic imaging and structured quantitative measurements linked to the MIMIC-IV clinical database. The module includes more than 7,000 transthoracic echocardiogram studies in DICOM format acquired between 2017 and 2019, accompanied by over 200,000 structured measurement studies spanning transthoracic, transesophageal, and stress echocardiography from 2008 through 2022.
PhysioNet as a global platform for biomedical research
Twenty-five years after its first public repository was established, the PhysioNet resource for biomedical and clinical data has enabled tens of thousands of research papers. Further efforts are ongoing to advance secure data sharing, community engagement and scalable research infrastructure.
Healing with hierarchy: Hierarchical attention empowered graph neural networks for predictive analysis in medical data
In healthcare, clinical prediction methodologies are essential for forecasting various patient health outcomes, including survival probabilities and expected hospitalization duration. These predictive models, as highlighted in the literature [1], [2], [3], are carefully crafted to provide healthcare professionals with improved decision-making support, especially in critical scenarios.
A nursing note-aware deep neural network for predicting mortality risk after hospital discharge
The intensive care unit is a valuable resource for patients in life-threatening conditions. Despite the continuous increase in the number of intensive care units worldwide in recent years, they still cannot meet the demand (Azevedo et al., 2015).
Development of an enhanced scoring system to predict ICU readmission or in-hospital death within 24 hours using routine patient data from two NHS Foundation Trusts
Development of an enhanced scoring system to predict ICU readmission or in-hospital death within 24 hours using routine patient data from two NHS Foundation Trusts Statistics from Altmetric.com Request Permissions If you wish to reuse any or all of this article please use the link below which will take you to the Copyright Clearance Center’s RightsLink service. You will be able to get a quick price and instant permission to reuse the content in many different ways.
MIMIC-IV v2.2
Database Credentialed Access Alistair Johnson , Lucas Bulgarelli , Tom Pollard , Steven Horng , Leo Anthony Celi , Roger Mark Published: Jan. 6, 2023. Version: 2.2 When using this resource, please cite: (show more options) Johnson, A., Bulgarelli, L., Pollard, T., Horng, S., Celi, L. A., & Mark, R. (2023). MIMIC-IV (version 2.2). PhysioNet. https://doi.org/10.13026/6mm1-ek67. MLA Johnson, Alistair, et al. "MIMIC-IV" (version 2.2). PhysioNet (2023), https://doi.org/10.13026/6mm1-ek67.
MIMIC-IV-Note: Deidentified free-text clinical notes
Database Credentialed Access Alistair Johnson , Tom Pollard , Steven Horng , Leo Anthony Celi , Roger Mark Published: Jan. 6, 2023. Version: 2.2 When using this resource, please cite: (show more options) Johnson, A., Pollard, T., Horng, S., Celi, L. A., & Mark, R. (2023). MIMIC-IV-Note: Deidentified free-text clinical notes (version 2.2). PhysioNet. https://doi.org/10.13026/1n74-ne17. MLA Johnson, Alistair, et al. "MIMIC-IV-Note: Deidentified free-text clinical notes" (version 2.2).
MIMIC-IV-ED v2.2
When using this resource, please cite: (show more options) Johnson, A., Bulgarelli, L., Pollard, T., Celi, L. A., Mark, R., & Horng, S. (2023). MIMIC-IV-ED (version 2.2). PhysioNet. https://doi.org/10.13026/5ntk-km72. MLA Johnson, Alistair, et al. "MIMIC-IV-ED" (version 2.2). PhysioNet (2023), https://doi.org/10.13026/5ntk-km72. APA Johnson, A., Bulgarelli, L., Pollard, T., Celi, L. A., Mark, R., & Horng, S. (2023). MIMIC-IV-ED (version 2.2). PhysioNet. https://doi.org/10.13026/5ntk-km72.
What My 4-Year-Old Daughter Has Taught Me About Meditation
I live in a house in the hills of Far North Queensland, Australia, with my wife and four-year-old daughter, Clara. My daughter is the brightest spot in my life. Like all children, Clara sees the world in her own peculiar way, and my strategy as a parent—if I have a strategy—is to help her see the world more clearly through her own eyes, rather than teaching her to see it through mine.
Hybrid Music 5000 Synthesiser
The Hybrid Music 5000 Synthesiser was the heart of a suite of hardware and software components that turned a BBC Micro into a fully fledged synthesiser and sequencer.
MIMIC-IV v0.4
When using this resource, please cite: (show more options) Johnson, A., Bulgarelli, L., Pollard, T., Horng, S., Celi, L. A., & Mark, R. (2020). MIMIC-IV (version 0.4). PhysioNet. https://doi.org/10.13026/a3wn-hq05. MLA Johnson, Alistair, et al. "MIMIC-IV" (version 0.4). PhysioNet (2020), https://doi.org/10.13026/a3wn-hq05. APA Johnson, A., Bulgarelli, L., Pollard, T., Horng, S., Celi, L. A., & Mark, R. (2020). MIMIC-IV (version 0.4). PhysioNet. https://doi.org/10.13026/a3wn-hq05.
MIMIC-CXR Database
When using this resource, please cite: (show more options) Johnson, A., Pollard, T., Mark, R., Berkowitz, S., & Horng, S. (2019). MIMIC-CXR Database (version 2.0.0). PhysioNet. https://doi.org/10.13026/C2JT1Q. MLA Johnson, Alistair, et al. "MIMIC-CXR Database" (version 2.0.0). PhysioNet (2019), https://doi.org/10.13026/C2JT1Q. APA Johnson, A., Pollard, T., Mark, R., Berkowitz, S., & Horng, S. (2019). MIMIC-CXR Database (version 2.0.0). PhysioNet. https://doi.org/10.13026/C2JT1Q.
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