• Publications
  • Influence
PhysioBank, PhysioToolkit, and PhysioNet: components of a new research resource for complex physiologic signals.
TLDR
The newly inaugurated Research Resource for Complex Physiologic Signals, which was created under the auspices of the National Center for Research Resources of NIH, is intended to stimulate current research and new investigations in the study of cardiovascular and other complex biomedical signals. Expand
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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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A database for evaluation of algorithms for measurement of QT and other waveform intervals in the ECG
TLDR
Presents a QT database designed for evaluation of algorithms that detect waveform boundaries in the ECG, which includes a wide variety of ECG morphologies. 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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Multiparameter Intelligent Monitoring in Intensive Care II: A public-access intensive care unit database*
Objective:We sought to develop an intensive care unit research database applying automated techniques to aggregate high-resolution diagnostic and therapeutic data from a large, diverse population ofExpand
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Computational modeling of cardiovascular response to orthostatic stress.
The objective of this study is to develop a model of the cardiovascular system capable of simulating the short-term (< or = 5 min) transient and steady-state hemodynamic responses to head-up tilt andExpand
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The PhysioNet/Computing in Cardiology Challenge 2015: Reducing false arrhythmia alarms in the ICU
TLDR
The 2015 PhysioNet/Computing in Cardiology Challenge provides a set of 1,250 multi-parameter data segments associated with critical arrhythmia alarms, and challenges the general research community to address the issue of false alarm suppression using all available signals. Expand
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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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The MIT-BIH Arrhythmia Database on CD-ROM and software for use with it
  • G. Moody, R. Mark
  • Computer Science
  • [] Proceedings Computers in Cardiology
  • 23 September 1990
TLDR
A compact-disk ROM containing the Massachusetts Institute of Technology (MIT)-Boston's Beth Israel Hospital (BIH) Arrhythmia Database as well as a large number of supplementary recordings assembled for various research projects was produced. Expand
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