Xxxx Warehouse - RESTful API Mongo DB Sample Clauses

Xxxx Warehouse - RESTful API Mongo DB. The AIDEx pipeline is designed to be scalable and capable of managing data streams from a large patient population. The patient data streams and the computed sepsis scores are transformed into a time-series JSON document. This JSON document captures the state of the document, at a specific time point, and includes the demo- graphic information, clinical and lab values and the sepsis scores. These documents are stored in MongoDB a well know NoSQL document store that is highly scalable and has been used in a variety of clinical and research applications. The database is accessed via a REST API that is built using an OSGI based declarative middleware called Bindaas [21? ? ]. Bindaas is a domain agnostic, standards-based, extensible, and easy to use middleware environment that can be used by a data provider to rapidly create and deploy a secure web service with a REST API. Other pods in the AIDEx pipeline,including the UI web application access MongoDB via this API. Table 2.2: list of all features used by AISE algorithm List of all features High-resolution and dynamical features Standard deviation of RR intervals and MAP (RRSTD and MAPSTD), average multiscale entropy of RR and MAP(HRV1 and BPV1), and average multiscale conditional entropy of RR and MAP (HRV2 and MAPv2) Laboratory Results White blood count (WBC), Hemoglobin, Hematocrit, creatinine, Bilirubin and Bilirubin direct, platelets, INR,partial prothrombin time (PTT), Aspartate Aminotransferase (AST), Alkaline Phosphate, lactate, glucose, potassium, calcium, Blood urea nitrogen (BUN), phosphate, magnesium, chloride, B type Natriuretic Peptide (BNP), xxxxxxxx, xxxxxxxxxx, xX, xxXX0, XXX0, BaseExcess, SaO2, CRP, Sedimentation Rate, Ammonia (the last 3 one is not in our data set ) Clinical features Mean arterial blood pressure (MBP),heart rate (HR), O2Sat , systolic blood pressure(SBP), diastolic blood pressure (DBP),respiratory rate, Temperature, Glasgow coma scale (GCS), partial pressure of arterial oxygen (Pao2), fraction of Inspired o2 (FIO2) Demographic information Care unit, surgery in the past 12 hours, Wound class, Surgical Specialty, Number of antibiotics in the past 12, 24 and 48 hours. Age, Charleston Comorbidity index (CCI), Mechanical Ventilation, maximum sofa score changes over the past 6 hours
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