GlucoSenseWearable glucose monitor
Not connected
Glucose
--
mg/dL · no trend yet
Waiting for data
Sensor current--nA
Skin temperature--°C
Battery--%
Time in range (24 h)--%

Glucose trace

In range Low High Target band M meal · I insulin · E exercise · C calibration

Recent alerts

  • No alerts.

Signal chain

Electrode current--nA raw
→
Despike + smooth--nA filtered
→
Temp. compensation--nA @ 33 °C
→
Calibration--mg/dL

Raw vs filtered current

last 180 samples
Raw Filtered

Conditioning

Noise performance

Raw noise (RMS)--
Filtered noise (RMS)--
Noise reduction--
Equivalent glucose noise--

Pancreatic islet model (HEC)

no data
α cells · glucagon--spikes / period
β cells · insulin--spikes / period
δ cells · somatostatin--spikes / period
β activity vs basal--× basal

Waiting for data.

Islet cell activity

β cells δ cells α cells spikes per model period (1024 steps)

Glucose for the same period

About this model

Hybrid Excitable Cell (HEC) model of pancreatic α, β and δ cells from A. Mehmood, Artificial Neuron Model for Large Scale Spiking Brain Neural Network, PhD thesis, UET Taxila (section “Pancreatic Cells”). With every reading each cell is run for one period. β and δ cells are driven by glucose above 80 mg/dL, α cells by glucose below 90 mg/dL.

The GS-1 chip computes these three numbers itself and sends them with each packet. For devices that send only the 14-byte packet, and for the simulator, the app runs the identical integer arithmetic. The link between glucose and cell drive is a design assumption that has not been validated against physiological data.

Research prototype. Islet activity is a model output, not a measurement of the wearer’s pancreas.

Add event

Events are marked on the glucose trace. In simulator mode they also change the simulated glucose.

Calibrate with a finger-stick

mg/dL
Sensitivity--
Background current--
Calibration points0

Event log

Summary

Average--
Std. deviation--
Variability (CV)--
GMI (est. HbA1c)--
Lowest--
Highest--

Time in range

Trace for selected period

Connection

Not connected.

Link performance

Packets received0
Packets dropped0
Delivery ratio--
Packet rate--
Interval jitter (RMS)--
Device uptime--
Device flags--
Data source--
Bluetooth device--
Bluetooth link
Bluetooth signal strength--
Islet model runs--

Settings

BLE protocol

Service6e5f0001-b5a3-…
Measurement (notify)6e5f0002 · 14 bytes
Control (write)6e5f0003
Beacon (GS-1 chip)adv. manufacturer data 0xFFFF
0–1uint16 sequence
2–5uint32 uptime ms
6–9int32 current pA
10–11int16 temp 0.01 °C
12 / 13battery % / flags
14–16 (GS-1 chip)islet α / β / δ spikes

Research prototype. GlucoSense is not a medical device and must not be used for diagnosis or treatment decisions.