Structure · dataset · 2026
<p>Physiological state discovery and characterization in eICU-CRD.</p>
Listed in UCL Research Data Repository
<p>(A) Unsupervised state discovery.
Description
STREAM identifies five recurrent data-derived physiological states (States 1–5) across ICU snapshots from pre-admission through day 10. (B) State clinical signatures.
Bar plots show the top variables characterizing each state. State 1: calcium, platelets, chloride, MCH, MCV. State 2: BUN, bicarbonate, creatinine, anion gap, RDW.
Read the rest (1 more)
State 3: bicarbonate, WBC, potassium. State 4: platelets, MCHC, BUN, RDW. State 5: platelets, GCS minimum, SpO<sub>2</sub> minimum, creatinine. <i>Abbreviations: BUN, blood urea nitrogen; WBC, white blood cell count; MCHC, mean corpuscular hemoglobin concentration; GCS, Glasgow Coma Scale; SpO<sub>2</sub>, oxygen saturation; MCH, mean corpuscular hemoglobin; MCV, mean corpuscular volume; RDW, red cell distribution width.</i></p>
Links
Where it is published
- DOI doi.org/10.1371/journal.pdig.0001753.g002 ↗
DOI / persistent id · from rdr ucl ac uk
Catalogue records · 1
- OAI-PMH record api.figshare.com/v2/oai?verb=GetRecord&metadataPrefix=oai_dc&identifier=oai%3Af… ↗
metadata API · from rdr ucl ac uk
Topics
- From keywords
- Chemistry · Earth & Environmental Science · Genetics · Inorganic chemistry · Life Sciences · Mathematics & Statistics · Medicine & Health
Provenance · 1 source records, 12 field assertions
| Source | Key | Last seen | Raw |
|---|---|---|---|
| UCL Research Data Repository | oai:figshare.com:article/34048778 | 6 d ago | JSON v1 |
| Field | Assertion | Extractor | Evidence |
|---|---|---|---|
| access_level | source · rdr ucl ac uk | connector:rdr_ucl_ac_uk@1.0.0 | |
| concepts[field].anzsrc:group:3105 | mapping · rdr ucl ac uk | vocabulary-mapper@1.0.0 | keywords['Genetics'] |
| concepts[field].anzsrc:group:3402 | mapping · rdr ucl ac uk | vocabulary-mapper@1.0.0 | keywords['Inorganic Chemistry'] |
| concepts[field].local:field:chemistry | mapping · rdr ucl ac uk | connector:rdr_ucl_ac_uk@1.0.0 | |
| concepts[field].local:field:earth-environmental | mapping · rdr ucl ac uk | connector:rdr_ucl_ac_uk@1.0.0 | |
| concepts[field].local:field:life-sciences | mapping · rdr ucl ac uk | connector:rdr_ucl_ac_uk@1.0.0 | |
| concepts[field].local:field:mathematics-statistics | mapping · rdr ucl ac uk | connector:rdr_ucl_ac_uk@1.0.0 | |
| concepts[field].local:field:medicine-health | mapping · rdr ucl ac uk | connector:rdr_ucl_ac_uk@1.0.0 | |
| description | source · rdr ucl ac uk | connector:rdr_ucl_ac_uk@1.0.0 | /metadata/dc/description |
| license | source · rdr ucl ac uk | connector:rdr_ucl_ac_uk@1.0.0 | /metadata/dc/rights |
| publication_date | source · rdr ucl ac uk | connector:rdr_ucl_ac_uk@1.0.0 | |
| title | source · rdr ucl ac uk | connector:rdr_ucl_ac_uk@1.0.0 | /metadata/dc/title |