December 2025 in “Babcock University Medical Journal” CD27 and IL-35 can help diagnose alopecia areata linked to bacterial infections.
January 2024 in “International Journal of Advanced Computer Science and Applications” Deep learning and explainable AI are improving scalp disorder diagnosis, but challenges in transparency and data quality remain.
January 2018 in “Communications in computer and information science” Researchers developed a computer system to automatically diagnose hair loss by analyzing scalp images.
December 2025 in “Italian Journal of Anatomy and Embryology” Understanding embryologic layers improves skin disorder diagnosis and supports developing targeted therapies.
20 citations
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October 2017 in “Clinical Endocrinology” The conclusion is that removing both ovaries is the best treatment for excess male hormones in postmenopausal women, with medication as another option, and managing insulin resistance is important for diagnosis and treatment.
OCT can effectively screen and diagnose various medical conditions non-invasively.
76 citations
,
October 2019 in “Dermatology and Therapy” Atopic dermatitis is common in developing countries, but many patients receive poor care due to inconsistent guidelines and lack of resources.
74 citations
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January 2020 in “IEEE Access” ScalpEye accurately diagnoses scalp issues like dandruff and hair loss.
71 citations
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March 1995 in “Journal of The American Academy of Dermatology” Using both vertical and transverse sections for alopecia biopsies improves diagnosis without extra cost.
1 citations
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September 2023 in “Dermatology and therapy” More research is needed to find the best treatment for dissecting cellulitis of the scalp.
April 2024 in “Research Square” IBD patients treated with TNF antagonists may develop autoimmune alopecia areata, with severe cases less likely to improve.
10 citations
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August 2014 in “PLoS ONE” Hair follicles can help diagnose traumatic brain injury quickly and non-invasively.
10 citations
,
November 2018 in “Physiological Research” The conclusion is that standardizing testosterone measurement methods is essential for better diagnosis accuracy in women.
1 citations
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July 2015 in “Cambridge University Press eBooks” Testosterone therapy can improve sexual function in women but long-term safety is unclear.
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.
July 2025 in “Cermin Dunia Kedokteran” Nasopharyngeal carcinoma is a common cancer in Indonesia, with risk factors including genetics, diet, and Epstein-Barr virus, and is treated with advanced radiotherapy.
19 citations
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September 2011 in “Clinical and Experimental Dermatology” Transverse scalp sections are better for diagnosing non-scarring hair loss, while vertical sections are better for a specific scarring hair loss called lichen planopilaris.
August 2025 in “Bioscientia Medicina Journal of Biomedicine and Translational Research” Environmental factors like shared combs can spread tinea capitis, and trichoscopy helps diagnose it.
February 2020 in “Scholars academic journal of pharmacy” The weight loss drug Orlistat can cause liver damage and should be used with caution, especially in those with liver or kidney issues.
September 2025 in “Medical Materials Research” Microneedles offer a painless, precise, and versatile method for drug delivery and disease treatment.
52 citations
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February 2018 in “Diabetology & Metabolic Syndrome” Some skin conditions may indicate metabolic syndrome, which could help with early detection and management of related health issues.
April 2024 in “Dermatovenerologiâ, kosmetologiâ” Actinic keratosis is a sun-induced skin condition that can potentially turn into skin cancer and requires treatment to prevent malignancy.
July 2023 in “Dermatology practical & conceptual” The machine learning model effectively assesses the severity of hair loss and could help dermatologists with treatment decisions.
September 2024 in “Gümüşhane Üniversitesi Sağlık Bilimleri Dergisi” XGBoost can effectively diagnose PCOS with 87% accuracy.
January 2021 in “Voprosy ginekologii akušerstva i perinatologii” Effective management of hyperandrogenism in young women requires accurate diagnosis and tailored treatment.
June 2025 in “British Journal of Dermatology” Trichoscopy is highly effective for diagnosing scalp disorders and should be used more in dermatology.
1 citations
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January 2021 in “SISTEMASI” Multi-thresholding is the best method for separating hair from skin in laser hair removal.
14 citations
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June 2021 in “British journal of dermatology/British journal of dermatology, Supplement” Experts agreed on guidelines to improve research on Frontal Fibrosing Alopecia.
60 citations
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April 2018 in “Clinical, cosmetic and investigational dermatology” Tight hairstyles and chemical relaxers can cause hair loss known as traction alopecia.
51 citations
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April 2021 in “JAMA network open” The AI tool helped primary care doctors and nurse practitioners diagnose skin conditions more accurately.