Gradient Biotech

Dataset inspector

Open Analyze → Signal Explorer, pick a dataset from the dropdown, and the inspector loads inline — the main workspace for one recording. (It's also reachable directly at /datasets/{id}, e.g. from a run detail page's Open dataset link.)

Tabs

Explorer

Interactive signal view:

  • ECG / PPG — downsampled waveform with pan/zoom; R-peak or pulse peak markers
  • RR CSV — RR interval tachogram
  • Quality overlay when preprocess has run (low-SQI segments highlighted)

Requires a completed preprocess run (or RR upload) for full detail.

Overview

Pipeline actions and latest metrics:

Signal typeTypical sequence
ECGPreprocess ECG → Compute HRV → Arrhythmia burden (optional)
RR CSVCompute HRV directly
PPGPreprocess PPG → Compute PRV
BPAnalyze BP

Panels show:

  • Preprocess — SQI, peak count, artifact rate; run/re-run button. For a cohort-wide view of preprocessing status across every dataset, use Analyze → Signal Quality instead of opening each dataset individually.
  • HRV / PRV — metric cards with units; links to source run
  • Arrhythmia burden — irregularity % and pause metrics when RR exists
  • Signal metadata — format, sample rate, duration, channels

Annotations

Add time-range labels and notes on the recording timeline. Annotations persist with the dataset for collaboration and QC notes.

Runs

Full pipeline history for this dataset:

  • Status badges per run
  • Links to run detail
  • Select two completed runs → Compare selected

Running pipelines

  1. Click the pipeline action (for example Run preprocessing)
  2. The job enters pending then running — watch Jobs in the navbar
  3. On completion, metric panels refresh automatically
  4. Failed runs show error messages on the run detail page

Use Full ECG analysis (via generic job API) to chain preprocess + HRV in one run when calling the analysis service directly.

Interpret from dataset context

When HRV completes, use Interpret from the linked run detail page. The narrative cites RMSSD, LF/HF, SQI, and arrhythmia burden when available.