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MIMIC-III, a freely accessible critical care database
TLDR
MIMIC-III (‘Medical Information Mart for Intensive Care’) is a large, single-center database comprising information relating to patients admitted to critical care units at a large tertiary care hospital. Expand
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AF classification from a short single lead ECG recording: The PhysioNet/computing in cardiology challenge 2017
TLDR
The PhysioNet/Computing in Cardiology (CinC) Challenge 2017 focused on differentiating AF from noise, normal or other rhythms in short term (from 9–61 s) ECG recordings performed by patients. Expand
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An open access database for the evaluation of heart sound algorithms.
In the past few decades, analysis of heart sound signals (i.e. the phonocardiogram or PCG), especially for automated heart sound segmentation and classification, has been widely studied and has beenExpand
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MIMIC-CXR: A large publicly available database of labeled chest radiographs
TLDR
We present MIMIC-CXR-JPG v2.0, a large dataset of 377,110 chest x-rays associated with 227,827 imaging studies sourced from the Beth Israel Deaconess Medical Center between 2011 - 2016. Expand
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Breathing Rate Estimation From the Electrocardiogram and Photoplethysmogram: A Review
TLDR
Breathing rate (BR) is a key physiological parameter used in a range of clinical settings. Expand
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Toward a Robust Estimation of Respiratory Rate From Pulse Oximeters
TLDR
We propose an alternative method to improve the robustness of the estimation of RR from the photoplethysmogram from the PPG. Expand
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Machine Learning and Decision Support in Critical Care
TLDR
We present a review of the issues involved in the collection and preprocessing of critical care data. Expand
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Classification of normal/abnormal heart sound recordings: The PhysioNet/Computing in Cardiology Challenge 2016
TLDR
In the past few decades heart sound signals (i.e., phono-cardiograms or PCGs) have been widely studied. Expand
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The eICU Collaborative Research Database, a freely available multi-center database for critical care research
TLDR
We describe the eICU Collaborative Research Database, a multi-center intensive care unit (ICU)database with high granularity data for over 200,000 admissions to ICUs monitored by e ICU Programs across the United States. Expand
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MIMIC-CXR, a de-identified publicly available database of chest radiographs with free-text reports
TLDR
We present MIMIC-CXR, a large dataset of 227,835 imaging studies for 65,379 patients presenting to the Beth Israel Deaconess Medical Center Emergency Department between 2011–2016. Expand
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