What Do Users in a Polycystic Ovary Syndrome (PCOS) Forum Think About the Treatments They Tried: Analyzing Treatment Sentiment Using Machine Learning
April 2025
in “
Physical and Engineering Sciences in Medicine
”
Research cited in this study
10 / 10 resultsresearch International PCOS Guideline Clinical Research Priorities Roadmap: A Co-Designed Approach Aligned With End-User Priorities in a Neglected Women's Health Condition
The roadmap calls for better research and funding to improve PCOS diagnosis, treatment, and health outcomes.
research Efficacy and Safety of Anti-Androgens in the Management of Polycystic Ovary Syndrome: A Systematic Review and Meta-Analysis of Randomised Controlled Trials
Anti-androgens can help manage some PCOS symptoms better than metformin but are not more effective than placebos or birth control pills for other symptoms.
research Recommendations From The 2023 International Evidence-Based Guideline For The Assessment And Management Of Polycystic Ovary Syndrome
Follow the latest international guidelines to assess and manage Polycystic Ovary Syndrome effectively.
research The Efficacy and Safety of Oral and Topical Spironolactone in Androgenetic Alopecia Treatment: A Systematic Review
Spironolactone can effectively treat hair loss with manageable side effects.
research Hyperandrogenism and Menstrual Imbalance Are the Best Predictors of Metformin Response in PCOS Patients
High levels of male hormones and irregular periods best predict how well PCOS patients will respond to metformin treatment.
research The Challenges with Managing Polycystic Ovary Syndrome: A Qualitative Study of Women’s and Clinicians’ Experiences
Managing PCOS is hard because it varies a lot, treatments are limited, and there's a lot of false information online.
research Natural Hair Supplement: Friend or Foe? Saw Palmetto, A Systematic Review in Alopecia
Saw palmetto supplements may modestly improve hair regrowth with few side effects, but more research is needed.
research Complementary and Alternative Treatments for Alopecia: A Comprehensive Review
Some alternative treatments for hair loss might work, but more research is needed.
research Ethnicity, Obesity, and the Prevalence of Impaired Glucose Tolerance and Type 2 Diabetes in PCOS: A Systematic Review and Meta-Regression
Women with PCOS are more likely to have impaired glucose tolerance and type 2 diabetes, especially if they are Asian or obese.
research Spearmint Herbal Tea Has Significant Anti-Androgen Effects in Polycystic Ovarian Syndrome: A Randomized Controlled Trial
Spearmint tea may reduce testosterone and self-reported hair growth in women with PCOS.