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2021 · Journal of medical Internet research · open access

The Accuracy of Wrist Skin Temperature in Detecting Ovulation Compared to Basal Body Temperature: Prospective Comparative Diagnostic Accuracy Study

Zhu et al.

The finding, in our words

Wrist skin temperature measured continuously during sleep was more sensitive than basal body temperature for detecting ovulation, which could help women trying to conceive to maximise their chances of pregnancy.

A paraphrase to the Library’s standard, never the abstract. The source is one link away and is always the authority.

Labels

  1. 2025

    Integrating Artificial Intelligence into Perinatal Care Pathways: A Scoping Review of Reviews of Applications, Outcomes, and Equity

    Across perinatal care, wearable sensors and home-monitoring platforms support timely intervention, with remote monitoring linked to a 7 to 11 percent reduction in maternal mortality and preeclampsia incidence. In neonatal care, predictive digital monitoring such as the Heart Rate Observation system reduced mortality in very low-birth-weight infants by approximately 20 percent.

    El Arab et al., Nursing reports · source ↗

    • wearable
    • rpm
    • pediatric
    • fertility
    • digital-biomarker
  2. 2023

    Menstruation-related symptoms are associated with physical activity and midpoint of sleep: a pilot study

    In this observational study of 14 female students, greater total daily energy expenditure and a later midpoint of sleep were associated with lower severity of several menstruation-related symptoms during the menstrual and luteal phases. These findings suggest that lifestyle factors such as physical activity and sleep timing may inform non-pharmacological management of menstrual symptoms, though larger studies are needed to confirm clinical utility.

    Masuda & Okada, Frontiers in global women's health · source ↗

    • fertility
    • wearable
    • digital-biomarker
    • actigraphy
  3. 2021

    Development of a Permanent Device for Fertility Period Detection by Basal Body Temperature and Analysis of the Cervical Mucus Potential of Hydrogen

    The authors built a home-use ovulation detector that measures basal body temperature and cervical mucus pH, validated it in twenty women, and reported satisfactory performance for identifying fertility windows to aid both contraception and conception. This supports decentralised, patient-managed fertility monitoring integrated with smartphone e-health platforms.

    Mansouri, Journal of medical signals and sensors · source ↗

    • wearable
    • rpm
    • self-collection
    • fertility
    • digital-biomarker
  4. 2018

    Modern fertility awareness methods: wrist wearables capture the changes in temperature associated with the menstrual cycle

    Wrist-worn temperature sensors detected sustained three-day temperature shifts in 82% of 437 menstrual cycles, with the rise occurring on or after ovulation in 86% of cases. Unlike basal body temperature, wrist skin temperature was unaffected by lifestyle factors such as alcohol or sexual activity, indicating potential for reliable, patient-centric fertility tracking.

    Shilaih et al., Bioscience reports · source ↗

    • urine
    • fertility
    • hormones
    • wearable
    • digital-biomarker
    • multimodal
  5. 2026

    Beyond waste: menstrual blood as a powerful diagnostic tool for women's health

    Menstrual blood offers a noninvasive, patient-centric matrix for detecting endometriosis, cervical cancer, and hormonal disorders through self-collected samples. Wearable in-pad biosensors enabling real-time monitoring and long-term tracking could transform fertility evaluation and early disease detection, though standardisation and large-scale validation remain critical gaps.

    Shafiq et al., Annals of medicine and surgery · source ↗

    • blood
    • self-collection
    • fertility
    • hormones
    • wearable
    • multimodal