TempID fertile-ground skin temperature + ovulation labels (Zenodo 20160611)
This Zenodo deposit accompanies the pilot study “Monitoring female fertile ground: a pilot study of continuous body temperature measurement using a skin wearable device and machine learning integration” by Siret Läänelaid and colleagues at the University of Tartu, the University of Granada and TempID. It contains anonymized, cleaned, filtered, annotated and imputed skin-temperature recordings with ovulation annotations (temperature_ovulation_dataset.csv). A second file (MaxRange.csv) holds hourly mean temperatures computed within the study's maximum temperature range, which served as the input features for its machine-learning pipeline.
- Published: Zenodo, 2026 (record 20160611)
- License: CC BY 4.0
- Authors: Siret Läänelaid et al. (University of Tartu, University of Granada, TempID)
- Files: temperature_ovulation_dataset.csv, MaxRange.csv
- Type
- Dataset
- Access
- Not reported
- Subjects
- 39
- Signals
- Temp
- PPG sites
- None
- Setting
- In the wild
- Wrist
- No
- Raw waveforms
- No
- Updated
- Oct 16, 2026
Original description
Siret Läänelaid1,2, Ignacio Garach Vélez3, Rait Rand4, Mihkel Tedremaa4, Luis J. Herrera3, Pablo Heredero3, Francisco M. Ortuño3, Triin Markus2, Aivar Orav2,5, Celia M. Tenorio6,7, Ruth Kalda1, Andres Salumets8,9,10,11, Signe Altmäe 6,7,10,11
1Department of Family Medicine, Faculty of Medicine, University of Tartu, 50411 Tartu, Estonia
2 Tartu Applied Health Sciences University, 50411 Tartu, Estonia
3 Department of Computer Engineering, Automatics and Robotics, ICAR, University of Granada, 18071 Granada, Spain
4TempID, Tallinn, 10621, Estonia
5 United Laboratories of Tartu University Hospital, 51014 Tartu, Estonia
6Department of Biochemistry and Molecular Biology, Faculty of Sciences, University of Granada, 18071 Granada, Spain
7 Instituto de Investigación Biosanitaria ibs.GRANADA, Granada, 18012, Spain
8 Department of Obstetrics and Gynaecology, Institute of Clinical Medicine, University of Tartu, 51014 Tartu, Estonia
9 Celvia CC, Tartu, 50411, Estonia
10 Department of Gynecology and Reproductive Medicine, Karolinska University Hospital, Huddinge, Stockholm, 14183, Sweden
11 Division of Obstetrics and Gynecology, Department of Clinical Science, Intervention and Technology, Karolinska Institutet, Huddinge, Stockholm, 14183, Sweden
temperature_ovulation_dataset.csv contains anonymized, cleaned, filtered, annotated, and imputed temperature and ovulation data prepared for downstream analysis. MaxRange.csv contains the hourly mean temperature values computed within the maximum temperature range described in the article. These processed features were used as input for the machine learning pipeline.
Verbatim fromZenodo· Licence: cc-by-4.0
Key numbers
How it works
No model in the hub reports results on this dataset yet.
- Reference labels
- menstrual cycle, ovulation
Models trained or evaluated on it
Cite
@misc{tempidfertilegroundskint2026,
title = {{TempID fertile-ground skin temperature + ovulation labels (Zenodo 20160611)}},
year = {2026},
howpublished = {Zenodo},
doi = {10.5281/zenodo.20160611},
url = {https://zenodo.org/records/20160611}
}History
Record updated