20 citations
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September 2020 in “International journal of computer applications” The Random Forest algorithm was the most accurate at diagnosing Polycystic Ovarian Syndrome.
January 2026 in “Open Science Framework” AI in alopecia research needs better tools for predicting treatment outcomes and ensuring fairness.
July 2024 in “Indian Journal of Dermatology Venereology and Leprology” Certain gene variations in PITX2 are linked to a higher risk of male pattern baldness in Indians.
May 2024 in “International journal of medicine and psychology.” Work motivation and personal adaptation in real estate vary by gender and experience.
Reviewers suggested the study on finding new drug uses through social media side-effects needs better methods and clearer limitations.
1 citations
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January 2005 in “Social Science Research Network” Proscar and Propecia, two drugs with the same ingredient but different dosages, have different prices, showing price discrimination in the pharmaceutical industry.
1 citations
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September 2023 in “Baghdad Journal of Biochemistry and Applied Biological Sciences” The mFG score is effective for diagnosing hirsutism.
January 2023 in “Research Square (Research Square)” Blacks and Hispanics have higher chances of alopecia areata than Whites.
May 2017 in “Journal of The American Academy of Dermatology” Certain factors like patchy hair loss at the back of the head, being female, and younger age at diagnosis can lead to a worse outcome for alopecia areata.
54 citations
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February 2002 in “Carcinogenesis” Increasing SSAT makes skin more prone to cancer.
4 citations
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July 2023 in “Analytical and Bioanalytical Chemistry”
April 2026 in “Zenodo (CERN European Organization for Nuclear Research)” The model improves understanding of androgen interactions by focusing on signal intensity and system capacity.
April 2019 in “Journal of Investigative Dermatology” The search scheme SMRI is faster and more secure for retrieving encrypted data from the cloud.
6 citations
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June 2018 in “PLOS ONE” The Alopecia Areata Assessment Tool (ALTO) effectively identifies alopecia areata from other hair loss types but needs more validation.
May 2026 in “International Journal of Technology in Education and Science” The AI system accurately classifies hair loss types and explains its decisions.
October 2023 in “Journal of pharmaceutical investigation” Finasteride dosages should be adjusted based on CYP3A5 genotype and liver function to avoid side effects.
308 citations
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December 2018 in “PLOS Genetics” The research found that PCOS has common genetic factors regardless of how it is diagnosed and is linked to metabolic and reproductive issues.
September 2022 in “bioRxiv (Cold Spring Harbor Laboratory)” The research provided new insights into the genetic factors contributing to hair loss and skin conditions by analyzing individual cells from the human scalp.
22 citations
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January 2019 in “Endocrinology and metabolism” An mFG score of 7 or higher indicates hirsutism in Filipino women, often linked to higher free testosterone levels.
10 citations
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November 2012 in “The journal of investigative dermatology/Journal of investigative dermatology” Korean and Caucasian men with male pattern baldness have different hair steroid levels.
822 citations
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January 2021 in “Genome biology” scMC effectively separates biological signals from technical noise in single-cell genomics data.
1 citations
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February 2025 in “Journal of Dairy Science” The SLICK1 allele in Holstein heifers affects hair and immune traits without altering prolactin signaling.
The research found that people's hair proteins vary by individual and body part, with some differences between ethnic groups, which could help in forensics.
Combining biomarker analysis and advanced algorithms improves hair loss detection accuracy.
6 citations
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December 2021 in “Journal of Clinical Medicine” LiPADI is a useful tool for monitoring the severity and treatment of lichen planus.
4 citations
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November 2017 in “PubMed” Your genes, especially IL-1a, can predict how well a hair growth treatment with platelet rich plasma will work for you.
5 citations
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September 2016 in “Security science and technology” DNA can predict physical traits like eye and hair color accurately, especially in Europeans, but predicting other traits and in diverse populations needs more research.
September 2023 in “Reports of Vinnytsia National Medical University” The models accurately predicted urticaria in Ukrainian women but struggled to differentiate between mild and severe cases based on body structure.
September 2024 in “Cureus” A new method improves platelet testing for heart disease patients.
20 citations
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March 2021 in “Cancers” Certain genetic variants increase the risk of aggressive prostate cancer.