Machine learning helps find new uses for existing drugs, improving healthcare.
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September 2021 in “Journal of Cosmetic Dermatology” B-mode ultrasonography and shear-wave elastography can help predict androgenetic alopecia early.
October 2025 in “Dermatology Practical & Conceptual” Early detection and treatment of acne can prevent scarring and improve quality of life.
September 2025 in “International Journal of Medical Informatics” A machine learning model can predict scarring in lichen planopilaris using factors like vitamin D levels and diagnostic delay.
May 2025 in “IP Indian Journal of Clinical and Experimental Dermatology” Trichoscopy is useful for early detection and monitoring of female pattern hair loss.
December 2024 in “Journal of Clinical Medicine” Assessing blood flow can improve skin graft success.
January 2024 in “International Journal of Biochemistry and Molecular Biology” Hormone levels can help predict metformin treatment success in women with PCOS.
April 2012 in “The Journal of Urology” Male pattern baldness may predict prostate cancer risk.
March 2012 in “Journal of Pediatric and Adolescent Gynecology” Teens with PCOS have a higher risk of type 2 diabetes and need regular glucose checks.
July 2008 in “Baylor University Medical Center Proceedings” Global oil use will rise, US corn-to-ethanol policy is flawed, and various social and economic issues need attention.
November 2020 in “Postepy Dermatologii I Alergologii” Sulfotransferase SULT1A1 activity may predict minoxidil treatment success for hair loss.
January 2020 in “Hair transplant forum international” Oral minoxidil helps female hair loss, topical finasteride treats AGA, and sulfotransferase activity predicts minoxidil effectiveness.
278 citations
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March 2013 in “Gut” Anti-IL-12/IL-23 antibody therapy effectively treats psoriasiform skin lesions in IBD patients.
59 citations
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August 2007 in “Clinical Endocrinology” The current methods for diagnosing polycystic ovary syndrome are too vague and may lead to misdiagnosis and problems in research.
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January 2016 in “Dermatology” Methotrexate with corticosteroids can effectively treat severe alopecia areata but often requires long-term maintenance.
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June 2021 in “British Journal of Dermatology” The BIOMAP glossary standardizes data to improve research on atopic dermatitis and psoriasis.
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December 2013 in “The Journal of Urology” Men's age, urinary symptoms, and heart health risks create different types of erectile dysfunction.
10 citations
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February 2019 in “Toxicological Sciences” Finasteride exposure affects gene expression and anogenital distance in male rat fetuses.
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September 2025 in “Scientific Reports” Machine learning can accurately diagnose PCOS non-invasively using clinical and ultrasound features.
6 citations
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September 2020 in “Journal of The American Academy of Dermatology” Severe male balding may increase the risk of serious COVID-19, and treatments that reduce androgens or block a specific enzyme might help protect these individuals.
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December 2024 in “Archives of Iranian Medicine” Tofacitinib may help treat Lichen Planopilaris, but more research is needed.
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May 2018 in “The journal of investigative dermatology/Journal of investigative dermatology” The symposium highlighted the importance of understanding disease mechanisms for targeted dermatology treatments.
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September 2016 in “British Journal of Dermatology” Women with aging signs and heart issues have higher hair loss risk, which may predict shorter lifespan and affect attractiveness.
March 2026 in “Dermatology and Therapy” Distinct miRNA signatures could help diagnose and treat severe Alopecia Areata.
January 2026 in “Zenodo (CERN European Organization for Nuclear Research)” Statins do not help improve alopecia areata.
January 2026 in “Zenodo (CERN European Organization for Nuclear Research)” Statins do not help improve alopecia areata.
June 2024 in “Journal of clinical oncology” Scalp cooling can effectively prevent hair loss during chemotherapy, improving patients' quality of life.
January 2024 in “Wiadomości Lekarskie” Virtual surgical planning improves efficiency, coordination, and precision in complex surgeries.
September 2023 in “Journal of the American Academy of Dermatology” The model can effectively identify good quality skin images but needs more testing for real-world use.
December 2016 in “British Journal of Dermatology” The meeting highlighted the importance of genetic testing and multidisciplinary approaches in pediatric dermatology.