January 2010 in “The Chinese Journal of Dermatovenereology” Androgenetic alopecia is more common in Chinese Han than in Chinese Yi in Liangshan.
April 2023 in “Journal of Investigative Dermatology” An automated system can predict death risk in thin melanoma by analyzing immune cells.
A new CNN model can detect Alopecia Areata with 98% accuracy.
10 citations
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September 2020 in “Journal of the American Geriatrics Society” Natural language processing is the most accurate method for identifying falls in older adults in emergency departments.
2 citations
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April 2022 in “African Health Sciences” The Fatty Liver Index (FLI) may not be enough to rule out non-alcoholic fatty liver disease in lean women with polycystic ovary syndrome.
2 citations
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November 2024 in “PLoS ONE” Genomic prediction can improve breeding strategies for Korean Sapsaree dogs.
March 2026 in “Mendeley Data” rwSALT provides precise hair regrowth measurement from scalp photos.
1 citations
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March 2019 in “International Journal of Cosmetic Science” The model predicts hair breakage based on key hair properties and helps product developers.
November 2025 in “International Journal of Apllied Mathematics” Numerical methods help analyze alopecia drugs' properties effectively.
120 citations
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June 2008 in “American Journal of Epidemiology” A simple screening method found that 6.3% of women in a semiurban area in Sri Lanka have polycystic ovary syndrome, with most showing menstrual irregularities.
January 2021 in “arXiv (Cornell University)” Self-supervised learning improves medical image classification accuracy.
January 2013 in “Japan labor review” The study created a numerical system to describe and compare 601 jobs in Japan.
November 2025 in “Clinical Cosmetic and Investigational Dermatology” LIPH mutations cause woolly hair in some Chinese people.
February 2023 in “Journal of dermatology” The first Japanese case of a genetic hair disorder caused by specific mutations in the LIPH gene was identified.
9 citations
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November 2015 in “Gynecological Endocrinology” Different types of PCOS in Chinese Han women show varying levels of male hormone and metabolic issues.
16 citations
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October 2012 in “The Journal of Dermatology” The BASP classification is more reliable than the Norwood-Hamilton for classifying hair loss in men and women.
September 2016 in “Journal of dermatological science” The conclusion is that the variation in hair thinness in patients is mostly due to the amount of underdeveloped hairs, and treatments that thicken fine hairs might work for those with mild to severe conditions.
5 citations
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October 2023 in “International Journal on Recent and Innovation Trends in Computing and Communication” The method accurately detects and classifies scalp diseases, including alopecia areata, with 89.3% accuracy.
March 2024 in “Dermatology and therapy (Internet)” Genetic factors could lead to personalized treatments for hair loss.
October 2023 in “Journal of the Endocrine Society” Machine learning identified three unique subtypes of androgen excess in women with PCOS, each with different metabolic risks.
2 citations
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June 2019 in “International Journal of Dermatology” The modified hair loss classification is more detailed but less user-friendly.
Excluding alopecia and mucous membrane components from the CLASI-A score reduces its effectiveness in capturing important disease activity.
May 2025 in “Dermatology Reports” A genetic mutation in the LIPH gene causes a rare hair disorder with sparse, curly hair.
November 2025 in “DOAJ (DOAJ: Directory of Open Access Journals)” Insomnia may increase alopecia areata risk, but more research is needed.
12 citations
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April 2016 in “PLoS ONE” The Chi-PCOSQ is effective for assessing health-related quality of life in Chinese women with PCOS.
The model accurately classifies hair conditions with 97% accuracy.
June 2022 in “Frontiers in Genetics” Machine learning is effective in predicting gene functions and their relationships with diseases.
January 2022 in “Journal of Pharmaceutical Negative Results” The VGG-SVM method accurately identifies and classifies stages of Alopecia Areata and other hair loss conditions.
13 citations
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October 2024 in “Scientific Reports” Early diagnosis and personalized treatment for PCOS are crucial, especially for young women in West Bengal, India.
52 citations
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March 2007 in “Dermatologic Therapy” The CLASI is a reliable tool for measuring the severity of cutaneous lupus erythematosus.