====== Overview of available Datasets ======


Our main usage of Minio is for collecting various PSG datasets.
This Page serves as an overview, collecting high-level information such as size, notes on cohorts, available sensors, and terms of use (i.e. commercial use).

^Dataset^Bucketname(s)^BIDS-bucket^RKNS-buckte^#Recordings^Reference^Commercial Use^Note^
|STAGES|rekonas-dataset-stages|rekonas-dataset-stages-bids|rekonas-dataset-stages-rkns|1934 Recordings / 1,500 Subjects |[[https://pubmed.ncbi.nlm.nih.gov/29860441/|Link]]|Yes|20 data collection sites|
|SHHS|rekonas-dataset-shhs|rekonas-dataset-shhs-bids-harmonized||  | [[https://biolincc.nhlbi.nih.gov/studies/shhs/|Link]]|[[https://biolincc.nhlbi.nih.gov/studies/shhs/|Yes]]|
|ISRUC-Sleep|rekonas-dataset-isruc-sleep-dataset|rekonas-dataset-isruc-sleep-dataset-bids-harmonized|-| 126 Recordings / 118 Subjects | [[https://www.researchgate.net/publication/283734463_ISRUC-Sleep_A_comprehensive_public_dataset_for_sleep_researchers/|Link]]|[[https://sleeptight.isr.uc.pt/|Unclear/Not Stated]]|
|PSG-Audio|rekonas-dataset-psg-audio||| 212 Recordings | [[https://www.nature.com/articles/s41597-021-00977-w|Link]]|[[https://www.scidb.cn/en/detail?dataSetId=778740145531650048|Yes (with attribution; CC BY 4.0)]]|Audio Available; Multi-file EDFs|
|Bitbrain|rekonas-dataset-bitbrain-open-access-sleep| ---- | ---- |128 Subjects & Recordings|[[https://openneuro.org/datasets/ds005555/versions/1.1.1|Link]]|[[https://openneuro.org/datasets/ds005555|Yes (CC0)]]| Used for evaluating EEG headband by Bitbrain|
|[[https://physionet.org/content/capslpdb/1.0.0/|CAP Sleep Database]]|rekonas-dataset-cap| ---- | ---- |108 Recordings| [[http://www.ncbi.nlm.nih.gov/pubmed/14592270|Link]] | [[https://physionet.org/content/capslpdb/1.0.0/|Yes (Open Data Commons Attribution License v1.0)]]|Cyclic Alternating Pattern (CAP) during NREM sleep|
|CMI-MIPDB|
|Continuous multi-night sleep|
|DCSM|
|[[https://zenodo.org/records/15900394|DREEM]]|rekonas-dataset-dreem-learning|rekonas-dataset-dreem-learning-bids| ---- | 80 Recordings |[[https://arxiv.org/abs/1911.03221|Link]]|[[https://zenodo.org/records/15900394|Yes (MIT)]]|
|[[https://physionet.org/content/hmc-sleep-staging/1.1/|HMC]]| ---- | ---- | | 151 Recordings | ---- | Yes |
|HSP|
|[[http://fcon_1000.projects.nitrc.org/indi/retro/MPI_LEMON.html|Lemon]]|rekonas-dataset-lemon| ---- | ---- | 215 Recordings | | [[http://fcon_1000.projects.nitrc.org/indi/retro/MPI_LEMON.html | Yes |(PDDL; Public domain)]]|Resting state EEG; __No PSG__ |
|MNC|
|[[https://sleepdata.org/datasets/mros|MROS]]|rekonas-dataset-mros|----|----|3930|[[https://pubmed.ncbi.nlm.nih.gov/22188071/|Link]]| Not Stated (Unlikely) |
|[[https://sleepdata.org/datasets/msp/|MSP]]|rekonas-dataset-msp| ---- | ---- | 105 Recordings | [[https://pubmed.ncbi.nlm.nih.gov/33764539/|Link]] | [[https://sleepdata.org/datasets/msp#access-and-usage-restrictions|No]]|non-smoking women with pre-pregnancy obesity (BMI > 30 kg/m2), without previously identified sleep disorders|
|NCH|
|[[https://physionet.org/content/challenge-2018/1.0.0/|physionet-cinc]]|rekonas-dataset-physionet-cinc-2018|rekonas-dataset-physionet-cinc-2018-bids-harmonized| ---- | 994 Recordings|| [[https://physionet.org/content/challenge-2018/view-license/1.0.0/|Yes (Open Data Commons Attribution License v1.0)]]|Original Challenge: Arousal Prediction|
|TD-Brain|
|TUH-EEG-Artifact|
|TUH-EEG-Slowing|


====== Overview of wanted Datasets ======
^Dataset^Download^#Recordings^Reference^Commercial Use^Note^
|Childhood Adenotonsillectomy Trial (CHAT)|[[https://sleepdata.org/datasets/chat|sleepdata.org]]|1639 Recordings / 464 Patients | [[https://biolincc.nhlbi.nih.gov/studies/chat/|Link]]|[[https://biolincc.nhlbi.nih.gov/studies/chat/|Yes]]|Children with Sleep Apnea, pre and post operation + control|
|[[https://sleepdata.org/datasets/mesa/files/polysomnography|MESA]]|[[https://sleepdata.org/datasets/mesa/variables|sleepdata.org]]|2056 Recordings |[[https://pubmed.ncbi.nlm.nih.gov/25409106/|Link]]|[[https://sleepdata.org/datasets/mesa/variables/cucmcn1c|Partially, based on consent variable]] |Multi-Ethnic; subclinical cardiovascular disease|

====== Other Datasets ======
^Dataset^Download^#Recordings^Commercial Use^Note^
|[[https://sleepdata.org/datasets/apples|Apples]]|[[https://sleepdata.org/datasets/apples|sleepdata.org]]|1094|No, only on Inquiry|Positive Pressure Long-term Efficacy Study (APPLES) was a NHLBI-sponsored 6-month, randomized, double-blind, 2-arm, sham-controlled, multicenter trial conducted at 5 U.S. university hospitals|
|[[https://sleepdata.org/datasets/cfs|CFS]]|[[https://sleepdata.org/datasets/cfs|sleepdata.org]]|730 Recordings| [[https://sleepdata.org/datasets/cfs|No]]|