129 citations
,
January 2009 in “International Journal of Trichology” Trichoscopy can diagnose female hair loss with high accuracy by looking for specific patterns in hair and scalp appearance.
1 citations
,
February 2024 in “npj digital medicine” Researchers improved a skin disease diagnosis model using online images, achieving up to 49.64% accuracy.
69 citations
,
May 2002 in “Journal of Investigative Dermatology” Congenital atrichia with papular lesions is often misdiagnosed, and new diagnostic criteria can improve accuracy.
30 citations
,
January 2019 in “Clinical Endocrinology” The study concluded that both anti-Mullerian hormone and LH/FSH ratio are higher in women with PCOS and combining these markers with BMI could improve diagnosis accuracy.
10 citations
,
November 2018 in “Physiological Research” The conclusion is that standardizing testosterone measurement methods is essential for better diagnosis accuracy in women.
November 2025 in “Scientific Reports” AI improves accuracy and consistency in diagnosing male pattern hair loss.
25 citations
,
September 2015 in “Clinical Endocrinology” Using 17-hydroxyprogesterone levels to diagnose nonclassic congenital adrenal hyperplasia can result in many incorrect diagnoses.
8 citations
,
March 2010 in “Gynecological Endocrinology” Free Testosterone Index, bioavailable testosterone, and androstenedione are the most accurate for diagnosing excess male hormones in PCOS.
January 2025 in “Communications in computer and information science” HairLossMultinet accurately classifies hair damage with 98% accuracy but needs a more diverse dataset for broader use.
1 citations
,
February 2023 in “Frontiers in Endocrinology” Childhood growth hormone deficiency can be accurately diagnosed using gene expression data and random forest analysis.
7 citations
,
October 2023 in “Journal of Intelligent & Fuzzy Systems” The new model improves Alopecia Areata classification accuracy to 93.1%.
5 citations
,
February 2025 in “Journal of Clinical Medicine” A new method improves alopecia diagnosis using non-invasive steps.
2 citations
,
October 2019 in “The Egyptian Journal of Hospital Medicine” AMH is a reliable marker for diagnosing PCOS.
109 citations
,
November 2004 in “Lupus” The paper concludes that the 1982 criteria for diagnosing systemic lupus erythematosus need updating to improve accuracy and involve dermatologists in the process.
40 citations
,
September 2024 in “European Journal of Endocrinology” PCOS affects about 6.3% of teens globally, and ongoing checks are advised for those with irregular cycles or high androgen levels.
3 citations
,
August 2024 in “Applied Sciences” A web platform was created to help diagnose scalp conditions accurately and easily.
October 2025 in “Communications Medicine” Combining genetic and physical data improves diagnosis and treatment for early-onset monogenic diabetes.
September 2024 in “Archiv Euromedica” Trichoscopy is a quick, accurate, and non-invasive method to diagnose and treat non-scarring hair loss.
March 2024 in “Skin research and technology” New dermoscopic criteria accurately diagnose and grade the severity of hair loss in androgenetic alopecia.
4 citations
,
January 2021 in “Dermatologic Therapy” AI is effective in diagnosing and treating hair disorders, including detecting hair loss and scalp conditions with high accuracy, but it should supplement, not replace, doctor-patient interactions.
December 2025 in “Cosmetics” Gut bacteria differences could help diagnose and treat alopecia areata.
1 citations
,
August 2023 in “arXiv (Cornell University)” Deep learning effectively diagnoses scalp disorders, but improvements are needed.
4 citations
,
July 2023 in “Frontiers in Microbiology” HGF combined with ADA is highly accurate for diagnosing tuberculous pleural effusion, especially in younger females.
October 2023 in “Clinical and Experimental Dermatology” Syphilitic alopecia can look like alopecia areata, so careful diagnosis is important.
13 citations
,
August 2018 in “Taiwanese Journal of Obstetrics & Gynecology” AMH is a good marker for diagnosing PCOS, but global standards are needed.
1 citations
,
January 2021 in “Research Square (Research Square)” The AndroCoV Clinical Scoring is an accurate, easy, and free way to diagnose COVID-19 without a lab test.
1 citations
,
January 2021 in “medRxiv (Cold Spring Harbor Laboratory)” The study concludes that the new clinical scoring system is a quick, low-cost, and accurate method for diagnosing COVID-19.
The model accurately identifies hair diseases using deep learning.
August 2024 in “Journal of the National Medical Association” ChatGPT is more accurate at diagnosing hair disorders in lighter skin tones than darker ones.
December 2020 in “Research Square (Research Square)” The AndroCoV Clinical Scoring is a quick, affordable, and accurate method for diagnosing COVID-19.