20 citations
,
September 2020 in “International journal of computer applications” The Random Forest algorithm was the most accurate at diagnosing Polycystic Ovarian Syndrome.
19 citations
,
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.
11 citations
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December 2017 in “Journal of the American Academy of Dermatology” The levonorgestrel intrauterine device for heavy periods may cause acne, hair loss, and excess hair growth.
10 citations
,
April 2022 in “BMJ Open” Early detection and treatment of urinary symptoms can help maintain functional ability in older adults.
10 citations
,
January 2005 in “Dermatology” Baldness may be linked to heart disease, but the evidence isn't strong enough to consider it a major risk factor.
9 citations
,
July 2020 in “Journal of Dermatology” Asian patients with Frontal Fibrosing Alopecia often lose eyebrow hair and respond well to combined antiandrogen or antimalarial and topical treatments.
9 citations
,
February 2018 in “Journal of Patient-Reported Outcomes” New tools were created to help lupus patients report their symptoms and impacts more accurately.
9 citations
,
March 2014 in “Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE” The new image descriptor helps identify skin cancer structures with good accuracy.
8 citations
,
January 2022 in “Sensors” Deep learning can accurately automate hair density measurement, with YOLOv4 performing best.
8 citations
,
January 2015 in “World Journal of Gastroenterology” Hair loss is common in IBD patients, and some medications may lower the risk.
7 citations
,
March 2022 in “Journal of the American Academy of Dermatology” Stress can trigger or worsen alopecia areata.
7 citations
,
May 2017 in “Journal of The American Academy of Dermatology” Camouflaging agents like hair fibers and wigs significantly improve appearance and self-esteem for most hair loss patients.
5 citations
,
October 2021 in “Journal of the American Academy of Dermatology” Atopic dermatitis severity doesn't worsen during pregnancy for most women.
AnnoPharma effectively identifies substances causing adverse drug reactions in medical abstracts.
4 citations
,
April 2024 in “Women s Health Reports” PCOS is common among female health science students, linked to hormonal issues and family history, and early diagnosis is important.
3 citations
,
January 2023 in “European Journal of Information Technologies and Computer Science” The machine learning model accurately detected hair loss and scalp diseases using processed images.
2 citations
,
January 2024 in “Annals of Dermatology” Winter-onset alopecia areata patients are more likely to regrow hair within a year compared to spring-onset patients.
2 citations
,
January 2024 in “IEEE Access” AlopeciaDet accurately detects Alopecia Areata early using advanced image analysis.
2 citations
,
September 2021 in “Anais Brasileiros de Dermatologia” Increased sunscreen use may be linked to frontal fibrosing alopecia in Hispanic females.
In 2020, a new online survey was made to help identify Polycystic ovary syndrome (PCOS) in women, but it needs some improvements for better understanding and accuracy.
2 citations
,
October 2016 in “OPAL (Open@LaTrobe) (La Trobe University)” The Swedish neonatal screening program effectively detects PKU, galactosaemia, and biotinidase deficiency with low false positives.
1 citations
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November 2024 VGG19 is more accurate, but MobileNetV2 is faster and uses fewer resources.
1 citations
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March 2024 in “Skin research and technology” A new AI model diagnoses hair and scalp disorders with 92% accuracy, better than previous models.
April 2026 in “Indian Dermatology Online Journal” Premature graying of hair is more common in males and linked to family history, smoking, hair plucking, and low levels of certain vitamins and minerals.
February 2026 in “Clinical Cosmetic and Investigational Dermatology” Female pattern hair loss is linked to genetics, family history, and lifestyle factors.
July 2025 in “The Ewha Medical Journal” The model accurately detects early-stage hair loss using images.
The model accurately predicts hair breakage in Telogen Effluvium, aiding early detection and treatment.
The model accurately diagnoses hair diseases with 95% accuracy using deep learning.
The model accurately identifies hair diseases using deep learning.
July 2024 in “Heart Lung and Circulation” Age, diabetes, and cardiogenic shock at PCI are key factors linked to in-hospital death in STEMI patients with hypertension.