Anna Klepchukova

No ORCID on file · 7 papers in corpus · active 2023-2026

Study types

  • other 2
  • preprint 2
  • article 1

Condition tags

  • endometriosis 5
other 2026
Economic evaluation of a digital symptom checker for endometriosis using a Markov decision process model
NPJ digital medicine ·doi:10.1038/s41746-025-02332-4

Digital symptom checkers (SCs) are increasingly used to support early symptom recognition and care-seeking, yet evidence on their cost-effectiveness remains limited. We conducted an economic evaluation of a digital SC for endometriosis, a p…

2026
Safety-focused development and evaluation of an LLM sexual well-being chatbot for women: A methods-focused feasibility study.
Digital health ·doi:10.1177/20552076261435861

BackgroundLarge language models (LLMs) offer opportunities for sexual health education, but integrating them into digital products presents clinical challenges and risks, particularly regarding clinical safety and monitoring at scale. This …

other 2024
Exploring Self-Reported Symptoms for Developing and Evaluating Digital Symptom Checkers for Polycystic Ovarian Syndrome, Endometriosis, and Uterine Fibroids: Exploratory Survey Study
JMIR formative research ·doi:10.2196/65469

BACKGROUND: Reproductive health conditions such as polycystic ovary syndrome (PCOS), endometriosis, and uterine fibroids pose a significant burden to people who menstruate, health care systems, and economies. Despite clinical guidelines for…

preprint 2024
Exploring Self-Reported Symptoms for Developing and Evaluating Digital Symptom Checkers for Polycystic Ovarian Syndrome, Endometriosis, and Uterine Fibroids: Exploratory Survey Study (Preprint)
·doi:10.2196/preprints.65469

BACKGROUND Reproductive health conditions such as polycystic ovary syndrome (PCOS), endometriosis, and uterine fibroids pose a significant burden to people who menstruate, health care systems, and economies. Despite clinical guidelines for…

preprint 2023
Assessing the accuracy of a digital symptom checker tool for suggestion of reproductive health conditions: a clinical vignettes study
·doi:10.1101/2023.02.22.23286305

Abstract Background Reproductive health conditions such as endometriosis, uterine fibroids and polycystic ovary syndrome affect a large proportion of women and people who menstruate worldwide. Prevalence estimates for these conditions range…

article 2023
Assessment of a Digital Symptom Checker Tool's Accuracy in Suggesting Reproductive Health Conditions: Clinical Vignettes Study
JMIR mHealth and uHealth ·doi:10.2196/46718

BACKGROUND: Reproductive health conditions such as endometriosis, uterine fibroids, and polycystic ovary syndrome (PCOS) affect a large proportion of women and people who menstruate worldwide. Prevalence estimates for these conditions range…

2023
Characterization of Self-reported Improvements in Knowledge and Health Among Users of Flo Period Tracking App: Cross-sectional Survey.
JMIR mHealth and uHealth ·doi:10.2196/40427

BackgroundResearch shows that poor knowledge and awareness of menstrual and pregnancy health among women are associated with adverse reproductive health and pregnancy outcomes. Menstrual cycle- and pregnancy-tracking mobile apps are promisi…