Paper, code and model

Resources

Everything needed to read, reproduce and build on Sensori, collected in one place.

Paper

The manuscript describing the model, evaluation and implications for passive health monitoring.

Available at release

Code

Preprocessing, model inference and downstream evaluation code for research use.

Browse the code

Model

Pretrained weights and documentation for generating minute- and day-level representations.

Download weights

Citation

Cite Sensori

The final BibTeX entry will appear here with the paper release. Until then, please refer to the manuscript title and author list.

@article{sensori2026,
  title   = {Learning Human Health and Diseases from 24-hour Wrist Movement},
  year    = {2026},
  note    = {Preprint forthcoming}
}

Data access

Built across four population studies.

UK Biobank and China Kadoorie Biobank data are available to approved researchers through their respective access platforms. ELSA is available through the UK Data Service; NHANES and the human activity recognition benchmarks are publicly available from their original sources.