Resources
Database Credentialed Federated
NCH Sleep DataBank: A Large Collection of Real-world Pediatric Sleep Studies with Longitudinal Clinical Data
In order to accelerate research on pediatric sleep and its connection to health, Nationwide Children's Hospital (NCH) and Carnegie Mellon University (CMU) introduce the NCH Sleep DataBank. This dataset has 3,984 pediatric sleep studies on 3,673 …
polysomnography electronic health records pediatrics eeg sleep disorders ehr ecg clinical decision support sleep study
Published: Oct. 27, 2021. Version: 3.1.0 | DOI: 10.13026/p2rp-sg37
Database Open Federated
Haaglanden Medisch Centrum sleep staging database
A collection of 154 whole-night polysomnographic (PSG) sleep recordings (88 Male, 66 Female, mean Age of 53.8 ± 15.4) collected during 2018 at the Haaglanden Medisch Centrum (HMC, The Netherlands) sleep center. Patient recordings were randoml…
sleep staging psg inter-database generalization edf deep learning
Published: Sept. 27, 2021. Version: 1.0.1 | DOI: 10.13026/7egw-0p30
Database Restricted Federated
REFLACX: Reports and eye-tracking data for localization of abnormalities in chest x-rays
Labels localizing anomalies are rare in current chest x-rays datasets. We collected a dataset, using a method that can potentially be scaled up, to be a proof-of-concept for collecting implicit localization data through an eye-tracker. This dataset,…
radiology report computer vision reflacx fixations chest x-rays radiology gaze machine learning eye tracking deep learning
Published: Sept. 27, 2021. Version: 1.0.0 | DOI: 10.13026/e0dj-8498
Database Credentialed Federated
FFA-IR: Towards an Explainable and Reliable Medical Report Generation Benchmark
Automatic medical report generation (MRG) towards describing life-threatening lesions from given medical images, such as Chest X-ray and Fundus Fluorescein Angiography (FFA), has been a long-standing research topic in machine learning and automatic …
fundus fluorescein angiography explainable and reliable evaluation vision and language medical report generation
Published: Sept. 22, 2021. Version: 1.0.0 | DOI: 10.13026/ccbh-z832
Database Open Federated
Wide-field calcium imaging sleep state database
A collection of wide-field calcium imaging (WFCI) sleep and wake recordings collected from transgenic mice expressing GCaMP6f in excitatory neurons. Each mouse underwent a three-hour undisturbed WFCI recording session where wake, NREM and REM sleep …
machine learning wide-field calcium imaging sleep sleep state classification sleep staging
Published: Sept. 20, 2021. Version: 1.0.0 | DOI: 10.13026/jzqa-j937
Database Credentialed Federated
NCH Sleep DataBank: A Large Collection of Real-world Pediatric Sleep Studies with Longitudinal Clinical Data
In order to accelerate research on pediatric sleep and its connection to health, Nationwide Children's Hospital (NCH) and Carnegie Mellon University (CMU) introduce the NCH Sleep DataBank. This dataset has 3,984 pediatric sleep studies on 3,673 …
electronic health records polysomnography ecg sleep disorders pediatrics sleep study eeg clinical decision support ehr
Published: Sept. 13, 2021. Version: 3.0.0 | DOI: 10.13026/ema4-bv32
Database Restricted Federated
NCH Sleep DataBank: A Large Collection of Real-world Pediatric Sleep Studies with Longitudinal Clinical Data
In order to accelerate research on pediatric sleep and its connection to health, Nationwide Children's Hospital (NCH) and Carnegie Mellon University (CMU) introduce the NCH Sleep DataBank. This dataset has 3,984 pediatric sleep studies on 3,673 …
polysomnography eeg sleep study ecg ehr pediatrics sleep disorders electronic health records clinical decision support
Published: Sept. 9, 2021. Version: 2.0.0 | DOI: 10.13026/pnkb-9r03
Database Credentialed Federated
Critical care database comprising patients with infection at Zigong Fourth People's Hospital
Patients treated in the intensive care unit (ICU) are closely monitored and receive intensive treatment. Such aggressive monitoring and treatment will generate high-granularity data from both electronic healthcare records and nursing chart. These da…
Published: Sept. 9, 2021. Version: 1.0 | DOI: 10.13026/gz5h-e561
Database Open Federated
RR interval time series from healthy subjects
Heart rate variability (HRV) is mainly controlled by the autonomic nervous system (ANS) interacting with receptors on the sinoatrial node (SAN). HRV is influenced by many several factors such as chemical, hormonal and neural modulations, circadian c…
rr time series healthy subjects heart rate variability from newly born to adult
Published: Aug. 30, 2021. Version: 1.0.0 | DOI: 10.13026/51yd-d219
Database Open Federated
NCH Sleep DataBank: A Large Collection of Real-world Pediatric Sleep Studies with Longitudinal Clinical Data
In order to accelerate research on pediatric sleep and its connection to health, Nationwide Children's Hospital (NCH) and Carnegie Mellon University (CMU) introduce the NCH Sleep DataBank. This dataset has 3,984 pediatric sleep studies on 3,673 …
ehr eeg ecg clinical decision support pediatrics sleep disorders sleep study electronic health records polysomnography
Published: Aug. 28, 2021. Version: 1.0.0 | DOI: 10.13026/fp4y-6m41