cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.13026/c21s3g
title: Noise Enhancement of Sensorimotor Function

description: This database contains postural sway measurements for 15 healthy young (mean age 23, standard deviation 2), and 12 healthy elderly (mean age 73, standard deviation 3) volunteers. Each subject's postural sway was recorded during a test of 10 minutes for the young subjects, or 5 minutes for the elderly subjects, in all cases with a 2-minute seated break midway through the test. Each test was divided into 30-second trials, and each file of the database contains data for one of these 30-second trials.
DOI: 10.13026/c24s3d
title: Examples of Electromyograms

description: An electromyogram (EMG) is a common clinical test used to assess function of muscles and the nerves that control them. EMG studies are used to help in the diagnosis and management of disorders such as the muscular dystrophies and neuropathies. Nerve conduction studies that measure how well and how fast the nerves conduct impulses are often performed in conjunction with EMG studies.
DOI: 10.13026/c2c889
title: Gait in Aging and Disease Database

description: Walking stride interval time series included are from 15 subjects: 5 healthy young adults (23 - 29 years old), 5 healthy old adults (71 - 77 years old), and 5 older adults (60 - 77 years old) with Parkinson's disease. The file name indicates old (o), young (y) or Parkinson's disease (pd). For the old and young subjects, the age (in years) is also included in the filename.

Subjects walked continuously on level ground around an obstacle-free path. The stride interval was measured using ultra-thin, force sensitive resistors placed inside the shoe. The analog force signal was sampled at 300 Hz with a 12 bit A/D converter, using an ambulatory, ankle-worn microcomputer that also recorded the data. Subsequently, the time between foot-strikes was automatically computed. The method for determining the stride interval is a modification of a previously validated method that has been shown to agree with force-platform measures, a “gold” standard.

Data were collected from the healthy subjects as they walked in a roughly circular path for 15 minutes, and from the subjects with Parkinson’s disease as they walked for 6 minutes up and down a long hallway.
DOI: 10.13026/c2ms3r
title: Fantasia Database Subset
DOI: 10.13026/c2rc7c
title: Smart Health for Assessing the Risk of Events via ECG (SHAREE database)

description: The SHAREE database was developed in order to investigate the possibility to identify hypertensive subjects at higher risk to develop vascular events based on Heart Rate Variability analysis. The research material in the SHAREE database included nominal 24-h electrocardiographic (ECG) Holter recordings of 139 hypertensive patients recruited at the Centre of Hypertension of the University Hospital of Naples Federico II, Naples, Italy.
DOI: 10.13026/c2rg61
title: Fantasia Database

description: Twenty young (21 - 34 years old) and twenty elderly (68 - 85 years old) rigorously-screened healthy subjects underwent 120 minutes of continuous supine resting while continuous electrocardiographic (ECG), and respiration signals were collected; in half of each group, the recordings also include an uncalibrated continuous non-invasive blood pressure signal. Each subgroup of subjects includes equal numbers of men and women.
DOI: 10.13026/c2w88z
title: Records excluded from the MIT-BIH Normal Sinus Rhythm Database

description: The recordings in this collection were originally selected for inclusion in the MIT-BIH Normal Sinus Rhythm Database, but were excluded after study revealed low-grade arrhythmias.
DOI: 10.13026/c2jp4g
title: Motion Artifact Contaminated ECG Database

description: Short duration ECG signals are recorded from a healthy 25-year-old male performing different physical activities to study the effect of motion artifacts on ECG signals and their sparsity.
DOI: 10.13026/c2z30t
title: The MIMIC II Waveform Database, version 2
DOI: 10.13026/c21p4t
title: Fetal ECG Synthetic Database (FECGSYNDB)

description: The FECGSYNDB is a large database of simulated adult and non-invasive fetal ECG (NI-FECG) signals, which provides a robust resource that enables reproducible research in the field. The data is generated using the FECGSYN simulator.
DOI: 10.13026/c22p44
title: The MIT-BIH Malignant Ventricular Arrhythmia Database

description: This database includes 22 half-hour ECG recordings of subjects who experienced episodes of sustained ventricular tachycardia, ventricular flutter, and ventricular fibrillation. The reference annotation (.atr) files contain only rhythm labels (no beat labels).
DOI: 10.13026/c2bh3h
title: UniCA ElectroTastegram Database (PROP)

description: The UniCA ElectroTastegram Database (PROP) contains 39 differential biopotential measurements recorded from the tongues of as many healthy voluntary human subjects (16 males, 23 females, equally divided into the three PROP taster status classes), during a stimulation with 30uL, 3.2 mmol/L solution of 6-n-propylthiouracil (PROP).
DOI: 10.13026/c2hp45
title: ECG Effects of Ranolazine, Dofetilide, Verapamil, and Quinidine in Healthy Subjects

description: The ECGRDVQ database contains multi-channel ECG recordings of 22 healthy subjects partaking in a randomized, double‐blind, 5‐period crossover clinical trial aimed at comparing the effects of four known QT prolonging drugs versus placebo on electrophysiological and other clinical parameters.
DOI: 10.13026/c2k08d
title: Tappy Keystroke Data

description: The dataset contains keystroke logs collected from over 200 subjects, with and without Parkinson's Disease (PD), as they typed normally on their own computer (without any supervision) over a period of weeks or months (having initially installed a custom keystroke recording app, Tappy). This dataset has been collected and analyzed in order to indicate that the routine interaction with computer keyboards can be used to detect changes in the characteristics of finger movement in the early stages of PD.
DOI: 10.13026/c2pk52
title: The MIMIC II Waveform Database Matched Subset
DOI: 10.13026/c2v30w
title: The MIT-BIH Supraventricular Arrhythmia Database

description: This database includes 78 half-hour ECG recordings chosen to supplement the examples of supraventricular arrhythmias in the MIT-BIH Arrhythmia Database.
DOI: 10.13026/c2w306
title: Sudden Cardiac Death Holter Database

description: An estimated 400,000 Americans, and millions more worldwide, die suddenly each year. These events are most often initiated with a sustained ventricular tachyarrhythmia, including ventricular tachycardia (monomorphic or polymorphic), ventricular flutter, or ventricular fibrillation, with a smaller percentage related to a primary bradyarrhythmia. Sudden cardiac death syndrome may be due to a wide variety of different electrical and mechanical substrates, including acute myocardial infarction, chronic coronary disease with prior myocardial infarction(s), cardiomyopathies, myocarditis, valvular heart disease, right ventricular dysplasia, the long Q-T syndrome (acquired or congenital), Wolff-Parkinson-White pre-excitation, the Brugada syndrome, drug toxicity (e.g., proarrhythmic effects of cardioactive drugs; epinephrine, cocaine, and related stimulants), and so forth. Moreover, some individuals have no demonstrable electrical or mechanical predisposition.
DOI: 10.13026/c2ww2w
title: Human Balance Evaluation Database

description: The HBEDB contains force platform recordings from subjects undergoing stabilography tests. The subjects performed standing tasks under four different conditions: with their eyes opened or closed, while standing on a rigid or unstable surface. Each condition was tested three times, with the order of the conditions being randomized among subjects. A total of 1930 trials performed by 163 different subjects are given in this database.
DOI: 10.13026/c2zw2h
title: The MIT-BIH ST Change Database

description: This database includes 28 ECG recordings of varying lengths, most of which were recorded during exercise stress tests and which exhibit transient ST depression. The last five records (323 through 327) are excerpts of long-term ECG recordings and exhibit ST elevation.
DOI: 10.13026/c20q1q
title: Modulation of Plantar Pressure and Muscle During Gait

description: Modulation of plantar pressure and muscle during gait was acquired to investigate the influences of electrical stimulation (ES) of the tibialis anterior (TA) on plantar pressure and the gastrocnemius medialis (GM) activity during gait in healthy adults. The database consists of plantar pressure distribution and two muscles activity during gait from 20 healthy male adults. We evaluated the activities of gastrocnemius medialis and lateralis during gait in the preliminary study, and observed that gastrocnemius medialis is more sensitive to gait. Therefore, we recorded GM and TA in this study. Only subjects who do not have any history of either neurological or orthopedic impairments were included.
DOI: 10.13026/c2108f
title: MIT-BIH Arrhythmia Database P-Wave Annotations

description: This database contains reference P-wave annotations for twelve signals from the MIT-BIH Arrhythmia Database.
DOI: 10.13026/c2166r
title: The Term-Preterm EHG DataSet with Tocogram (TPEHGT DS)

description: The Term-Preterm ElectroHysteroGram DataSet with Tocogram (TPEHGT DS) contains 26 four-signal 30-min uterine EHG records, i.e., three EHG signals accompanied by a simultaneously recorded external tocogram measuring mechanical uterine activity (TOCO signal) of pregnant women, and another five 30-min uterine records (EHG signals and TOCO signal) of non-pregnant women.
DOI: 10.13026/c23h3b
title: Permittivity of Healthy and Diseased Skeletal Muscle

description: A better understanding of the permittivity of skeletal muscle is essential for the development of new diagnostic tools and approaches for neuromuscular evaluation. However, there remain important knowledge gaps in our understanding of this property in healthy and diseased skeletal muscle, which hinder its translation into clinical application. The aim of this project is to provide a platform for the researchers to contribute and share the dissemination of this property in healthy and diseased muscle. Ultimately, the normative data reported will offer the scientific community the opportunity to improve the accuracy of existing techniques as well as developing new diagnostic tools and therapies.
DOI: 10.13026/c24g6f
title: Cerebral Haemodynamic Autoregulatory Information System Database (CHARIS DB)

description: The CHARIS database contains multi-channel recordings of ECG, arterial blood pressure (ABP), and intracranial pressure (ICP) of patients diagnosed with traumatic brain injury (TBI). The data is contributed by members of the CHARIS project which aims to systematize the analysis of relevant physiological signals, and create data-driven algorithms to search for potential predictors of acute clinical events for patients with acute brain injury.
DOI: 10.13026/c26q2z
title: A Non-EEG Dataset for Assessment of Neurological Status

description: This database contains non-EEG physiological signals collected at Quality of Life Laboratory at University of Texas at Dallas, used to infer the neurological status (including physical stress, cognitive stress, emotional stress and relaxation) of 20 healthy subjects. The data was collected using non-invasive wrist worn biosensors and consists of electrodermal activity (EDA), temperature, acceleration, heart rate (HR), and arterial oxygen level (SpO2).
DOI: 10.13026/c27c7q
title: The Sleep-EDF Database [Expanded]

description: The sleep-edf database contains 197 whole-night PolySomnoGraphic sleep recordings, containing EEG, EOG, chin EMG, and event markers. Some records also contain respiration and body temperature. Corresponding hypnograms (sleep patterns) were manually scored by well-trained technicians according to the Rechtschaffen and Kales manual, and are also available. The data comes from two studies.
DOI: 10.13026/c2967m
title: CiPA ECG Validation Study (FDA Study 3)

description: ECG effects of ranolazine, verapamil, lopinavir+ritonavir, chloroquine, dofetilide, diltiazem, and dofetilide+diltiazem in a small sample size clinical study. The ECGCIPA database contains multi-channel ECG recordings of 60 subjects participating in the CiPA ECG validation study.
DOI: 10.13026/c2b59b
title: T-Wave Alternans Challenge Database

description: This database has been assembled for the PhysioNet/Computers in Cardiology Challenge 2008. It contains 100 multichannel ECG records sampled at 500 Hz with 16 bit resolution over a ± 32 mV range. The subjects include patients with myocardial infarctions, transient ischemia, ventricular tachyarrhythmias, and other risk factors for sudden cardiac death, as well as healthy controls and synthetic cases with calibrated amounts of T-wave alternans.
DOI: 10.13026/c2ct0s
title: Non-Invasive Fetal ECG Arrhythmia Database

description: Fetal cardiac arrhythmias are defined as any irregular fetal cardiac rhythm or regular rhythm at a rate outside the reference range of 100 to 200 beat per minute (bpm). Arrhythmias are discovered in about 1% of fetuses with about 10% of these being considered potential sources of morbidity. Although most fetal arrhythmias are benign, some can cause fetal hydrops and lead to fetal death. This means that up to 1 fetus in 100 need their arrhythmias to be closely monitored and if indicated treated in-utero using antiarrhythmic therapy.

The Non-Invasive Fetal ECG Arrhythmia Database (NIFEA DB) provides a series of fetal arrhythmias recordings (n=12) and a number of control normal rhythm recordings (n=14) performed using the non-invasive fetal electrocardiography (NI-FECG) technique.
DOI: 10.13026/c2fw2v
title: The Term-Preterm EHG Database (TPEHG DB)

description: The Electrohysterogram records (uterine EMG records) included in the Term-Preterm ElectroHysteroGram DataBase (TPEHG DB) were obtained from 1997 to 2005 at the University Medical Centre Ljubljana, Department of Obstetrics and Gynecology. The records were obtained during regular check-ups either around the 22nd week of gestation or around the 32nd week of gestation. The women participating in the study represented a sample of the general population. In all, almost 1300 records were obtained during these years, and a preliminary database was built and used for studies by Ivan Verdenik, Gorazd Kavšek, Marjan Pajntar and Živa Novak-Antolič.
DOI: 10.13026/c2gw25
title: Simulated Fetal PCGs

description: This data set is a series of synthetic fetal phonocardiographic signals (PCGs) relative to different fetal states and recording conditions, generated using simulation software.
DOI: 10.13026/c2kk54
title: Surrogate Data with Correlations, Trends, and Nonstationarities
DOI: 10.13026/c2kx0p
title: EEG Signals from an RSVP Task

description: This project contains EEG data from 11 healthy participants upon rapid presentation of images through the Rapid Serial Visual Presentation (RSVP) protocol at speeds of 5, 6, and 10 Hz.
DOI: 10.13026/c2m37c
title: What's in a Note? Unpacking Predictive Value in Clinical Note Representations

description: Unlocking the full potential of clinical notes within electronic health
records presents a challenge for large scale, computational analyses. Many
studies that incorporate information from clinical notes do so with simple
word-matching approaches and a focused goal of improving performance in a
specific task such as mortality prediction. Our project explores
representation strategies for clinical text and how to combine many words into
larger document-level representations. The code and model shared here are
supplements to the AMIA 2018 Informatics Summit paper of the same name.
DOI: 10.13026/c2nc7f
title: Clinical data from the MIMIC-II database for a case study on indwelling arterial catheters:

description: This dataset was created for the purpose of a case study in the book: [
_Secondary Analysis of Electronic Health
Records_](https://link.springer.com/book/10.1007/978-3-319-43742-2) ,
published by Springer in 2016. In particular, the dataset was used throughout
[Chapter 16 (Data Analysis)
](https://link.springer.com/chapter/10.1007/978-3-319-43742-2_16)by Raffa J.
et al. to investigate the effectiveness of indwelling arterial catheters in
hemodynamically stable patients with respiratory failure for mortality
outcomes. The dataset is derived from MIMIC-II, the publicly-accessible
critical care database. It contains summary clinical data and  outcomes for
1,776 patients.
DOI: 10.13026/c2pc7r
title: Physiologic Response to Changes in Posture

description: A collection of physiological signals in ten healthy subjects in response to a slow tilt, a fast tilt, and a standing-up maneuver.
DOI: 10.13026/c2pq1x
title: Wrist PPG During Exercise

description: This database contains wrist PPGs recorded during walking, running and bike riding. Simultaneous motion estimates are collected using both accelerometers and gyroscopes to give multiple options for the removal of motion interference from the PPG traces. A reference chest ECG is included to allow a gold-standard comparison of heart rate during exercise.
DOI: 10.13026/c2s59c
title: Long Term Movement Monitoring Database

description: The LTMM database contains 3-day 3D accelerometer recordings of 71 elder community residents, used to study gait, stability, and fall risk.
DOI: 10.13026/c2t59p
title: The MIMIC II Clinical Database
DOI: 10.13026/c2v95v
title: Mimic Code Repository

description: The MIMIC Code Repository is a centralized code base for working with the Medical Information Mart for Intensive Care (MIMIC), an openly available critical care dataset. Code is provided to extract concepts such as severity of illness scores, comorbid status, administrative definitions of sepsis, physiologic criteria for sepsis, organ failure scores, treatment administration, and more.
DOI: 10.13026/c2w09k
title: A Pressure Map Dataset for In-bed Posture Classification (pmd)

description: In this project, we collected in-bed posture pressure data from multiple adult participants using two different types of pressure sensing mats. To the best of our knowledge, our dataset, PmatData is the first publicly-available dataset of pressure sensor data which includes various sleeping postures. PmatData contains pressure data from two separate experiments.
DOI: 10.13026/c2z664
title: Evoked Auditory Responses in Hearing Impaired

description: The Evoked Auditory Responses in Hearing Impaired database contains evoked Auditory Brainstem Response (ABR) and Otoacoustic Emission (OAE) recordings in eight hearing impaired listeners, in response to tone-burst stimuli across a wide range of levels.
DOI: 10.13026/2mx7-kt26
title: MedNLI for Shared Task at ACL BioNLP 2019

description: Natural language inference (NLI) is the task of determining whether a given
hypothesis can be inferred from a given premise. Also known as Recognizing
Textual Entailment (RTE), this task has enjoyed popularity among researchers
for a long time. However, almost all datasets for this task focused on open
domain data such as as news texts, blogs, and so on. To address this gap, the
[MedNLI](http://doi.org/10.13026/C2RS98) dataset was created or language
inference in the medical domain. MedNLI was a derived dataset with data
sourced from [MIMIC-III](http://doi.org/10.13026/C2XW26) v1.4. In order to
stimulate research for this problem, the
[MEDIQA](https://aclweb.org/aclwiki/BioNLP_Workshop#MEDIQA_2019) shared task
has been organized at BioNLP 2019. The dataset provided herein is a test set
of 405 premise hypothesis pairs for the NLI challenge at the MEDIQA shared
task. Participants of the shared task are expected to use the MedNLI data for
development of their models and this dataset will be used as an unseen dataset
for scoring each participant submission.
DOI: 10.13026/6gb6-8446
title: Is the normal heart rate chaotic?

description: In its June 2008 issue, the editors of [_Chaos_](http://chaos.aip.org/)
announced a new feature, "Controversial Topics in Nonlinear Dynamics". The
first controversial topic to be aired is "Is the Normal Heart Rate Chaotic?".
Since major impediments to achieving consensus on the statistical properties
of biologic time series have included the lack of open access time series,
PhysioNet has provided a set of 15 heart beat (RR-interval) time series in
health and disease (congestive heart failure and atrial fibrillation). Each
time series is about 24 hours long (roughly 100,000 intervals), and is
provided as a text file for analysis and as an image for visual review. All of
the time series were derived from continuous ambulatory (Holter)
electrocardiograms. We encourage participants in the Chaos Controversies issue
to use the 15 RR interval time series provided here as a common focus of
analysis.
DOI: 10.13026/c2208r
title: BIDMC PPG and Respiration Dataset

description: This dataset contains signals and numerics extracted from the much larger MIMIC II matched waveform Database, along with manual breath annotations made from two annotators, using the impedance respiratory signal.
DOI: 10.13026/c23082
title: Quantitative Dehydration Estimation

description: Quantitative estimation of dehydration (total body water loss) using bioimpedance measurements, temperature measurements, salivary samples, and sweat samples.
DOI: 10.13026/c24m3p
title: Response to Valsalva Maneuver in Humans

description: Functional metrics of autonomic control of heart rate, including baroreflex sensitivity, have been shown to be strongly associated with cardiovascular risk. A decrease in baroreflex sensitivity with aging is hypothesized to represent a contributing causal factor in the etiology of primary hypertension. To assess baroreflex function in human subjects, two complementary methods to simulate the response in heart rate elicited by the Valsalva maneuver were developed and applied to data obtained from a cohort of healthy normal volunteers.

Data was obtained from 27 participants excluding individuals with histories positive for inherited cardiomyopathy, valvular disease, aneurism, dissection, vascular surgery, pulmonary hypertension, connective tissue disease, or stroke. The data for 27 subjects are presented here where for a given subject two simultaneous recordings have been made. One is for the blood pressure obtained with a Finapres blood pressure monitor and the other is the thoracic pressure during three Valsalva maneuvers (e.g norm001_P).
DOI: 10.13026/c24t0m
title: Complex Upper-Limb Movements

description: The Complex Upper-Limb Movements database contains hand trajectory data collected from ten subjects as they performed various upper-limb motor tasks. The data was used in a study to identify the motor primitives contributing to the observed motor patterns.
DOI: 10.13026/c28d5m
title: Video Pulse Signals in Stationary and Motion Conditions

description: The data set contains 40 pulse signal recordings obtained from 15 healthy volunteers (12 men and 3 women between 23 and 35 years). For each subject, there is a simultaneous face video recording, and a finger pulse recording reference system, in a sitting position. The video pulse signals were obtained from videos recorded by two camera models at 15 and 60 frames per second, which were then further processed. The reference finger pulse sensor had a sampling frequency of 1 kHz. There is a time offset between the reference and video signals, commented in the WFDB header files.

As part of the study, only 5 subjects were recorded by both cameras. Two recordings of about 1 min were acquired for each subject in stationary and motion conditions. 50s of the recordings were performed in order to analyze the same record length in all subjects.
DOI: 10.13026/c29591
title: MAMEM Steady State Visually Evoked Potential EEG Database

description: Released by the Information Technologies Institute (CERTH-ITI) and powered by MAMEM HORIZON 2020, the MSSVEP database contains EEG recordings of 11 subjects under the stimulation of flickering lights, used to study the steady state visually evoked potentials. The data is divided into three sets in which the experimental procedures and capturing devices differ.