Resources
Database Open Federated
Auditory evoked potential EEG-Biometric dataset
This data set consists of over 240 two-minute EEG recordings obtained from 20 volunteers. Resting-state and auditory stimuli experiments are included in the data. The goal is to develop an EEG-based Biometric system.
The data includes resting-state…
electroencephalogram auditory stimuli resting-state biometric eeg
Published: Dec. 1, 2021. Version: 1.0.0 | DOI: 10.13026/ps31-fc50
Database Open Federated
A multi-camera and multimodal dataset for posture and gait analysis
Gait and posture analysis while using assisting robotic devices is of utmost importance to attain effective assistance. This work provides a multi-camera, multimodal, and detailed dataset for vision-based applications using a wheeled robotic walker …
rehabilitation inertial motion capture deep learning smart walker human pose estimation computer vision gait and posture analysis depth
Published: Nov. 1, 2021. Version: 1.0.0 | DOI: 10.13026/fyxw-n385
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 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 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 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 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