December 2024 in “International Journal of experimental research and review” Adding obesity data to machine learning models improves heart disease prediction accuracy.
2 citations
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January 2024 AI can predict hair loss by analyzing genetic, scalp, and lifestyle data.
April 2023 in “JMIR Research Protocols” The study aims to create a model to predict health attributes using diverse health data from Japanese adults.
May 2026 in “International Journal of Drug Delivery Technology” Machine learning can accurately predict PCOS phenotypes using lifestyle and symptom data.
February 2020 in “Pharmacoepidemiology and Drug Safety” Finasteride users have higher odds of certain health issues and lower odds of specific lifestyle factors compared to nonusers.
December 2023 in “Journal of the Korean Society of Cosmetology” People interested in aesthetics, personality, and social life care more about their appearance and beauty routines.
Lifestyle factors like BMI at young adulthood can increase cancer risk in women with Lynch Syndrome, but diet and height don't seem to affect this risk.
June 2021 in “Health and Society” Healthy lifestyle changes, especially weight loss, can improve symptoms and overall health in people with Polycystic Ovary Syndrome, especially if they are overweight or obese.
December 2025 in “GeroScience” Genetics, epigenetics, and lifestyle all influence facial skin aging.
198 citations
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July 2011 in “Cochrane library” Lifestyle changes can improve body composition, excess male hormone levels, and insulin resistance in women with PCOS.
70 citations
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April 2013 in “Endocrine” Lifestyle changes improve metabolism and fertility in overweight PCOS patients; anti-obesity drugs show potential but need more research.
March 2026 in “Journal of the American Academy of Dermatology” A holistic approach, including diet and stress management, may improve androgenetic alopecia treatment outcomes.
12 citations
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October 2018 in “Journal of Mind and Medical Sciences” An unhealthy lifestyle increases the risk of metabolic syndrome.
2 citations
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August 2019 in “International Journal of Cosmetic Science” Older age and certain lifestyles are linked to thinner, weaker hair, while how you see your hair relates to its thickness.
The trial aims to understand how obesity and lifestyle affect circadian rhythms in people with schizophrenia and bipolar disorder.
2 citations
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May 2025 in “BMJ Open” Patients with alopecia areata face treatment barriers due to lack of reimbursement and need more support and information.
13 citations
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February 2020 in “Clinical, Cosmetic and Investigational Dermatology” Men with hair loss have higher BMI, waist size, blood pressure, and are linked to smoking and inactivity.
September 2016 in “Annals of occupational and environmental medicine” Cleanroom workers in a battery factory have worse skin and eye conditions due to the very dry environment.
1 citations
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December 2021 in “Medical Records” The COVID-19 pandemic led to fewer dermatology visits, older and more male patients, and more stress-related skin issues.
December 2025 in “Mendeley Data” December 2025 in “Mendeley Data”
September 2025 in “Matics Jurnal Ilmu Komputer dan Teknologi Informasi (Journal of Computer Science and Information Technology)” Random Forest Regression is best for predicting baldness risk.
15 citations
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November 2024 in “EClinicalMedicine” The roadmap calls for better research and funding to improve PCOS diagnosis, treatment, and health outcomes.
The model accurately predicts hair loss by analyzing various factors.
September 2024 in “Journal Of Social Sciences And Humanites” A combined approach of medical treatments, natural remedies, diet, and stress management is best for hair regrowth in Cambodia.
August 2024 in “International Journal of Nursing Studies Advances” Following hair transplant surgery, proper self-care is crucial for successful recovery and hair growth.
April 2025 in “Physical and Engineering Sciences in Medicine” PCOS forum users view lifestyle changes and supplements positively, but have mixed feelings about contraceptive pills.
30 citations
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July 2022 in “Scientific Reports” Obesity and lifestyle strongly affect heart aging.
October 2025 in “Frontiers in Artificial Intelligence” "HairSentinel" accurately detects hairfall trends using simple user data, helping identify health risks early.
21 citations
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November 2012 in “Plastic and Reconstructive Surgery” Both genetic and lifestyle factors significantly affect female hair loss.