Deep learning can improve non-invasive alopecia diagnosis using hair images.
The model accurately classifies hair conditions with 97% accuracy.
AI can predict hair loss patterns to improve care and treatment.
Transfer learning with three neural network architectures accurately classifies hair diseases.
GoogLeNet is the best model for identifying folliculitis.
The document concludes that the new model realistically simulates male baldness and could be useful for medical purposes and entertainment.
47 citations,
January 2003 in “Pharmaceutical Research” 28 citations,
March 2018 in “Archives of Dermatological Research” 21 citations,
January 1999 in “Molecular and Cellular Biochemistry” Niacin deficiency makes rats more sensitive to cancer-causing chemicals.
August 2024 in “Archives of Dermatological Research” Certain genetic variants and pathways are linked to hair loss.
June 2024 in “Archives of Dermatological Research” Higher blood sugar levels may lead to more severe hair loss in women.
The document's conclusion cannot be provided because the content is not accessible.
January 2008 in “American journal of clinical dermatology” Corticosteroids and topical irritants are used to treat alopecia areata.
7 citations,
March 2013 in “Annals of Hematology” Ganoderma lucidum can cause severe skin reactions and hair loss.
April 2023 in “The journal of investigative dermatology/Journal of investigative dermatology” Lack of TG2 increases fat storage and lowers cell cleanup in skin oil cells.
April 2023 in “Journal of Investigative Dermatology” Combining platelet-rich plasma with other treatments improves hair growth, acne scars, and skin rejuvenation.
April 2023 in “The journal of investigative dermatology/Journal of investigative dermatology” DKK2 and SOSTDC1 together are necessary for the normal timing of the first regression phase in the hair growth cycle.
April 2023 in “Journal of Investigative Dermatology” POUF51 and HES3 are key in controlling stem cell numbers in psoriasis.
April 2023 in “Journal of Investigative Dermatology” Defective T cell metabolism can cause early skin aging and poor hair follicle stem cell function.
April 2023 in “Journal of Investigative Dermatology” Mutations in the SHH pathway in certain skin cells can cause skin tumors and abnormal hair growth.
April 2023 in “The journal of investigative dermatology/Journal of investigative dermatology” EGFR deficiency causes significant changes in skin cells and hair follicles.
April 2023 in “The journal of investigative dermatology/Journal of investigative dermatology” The study found that a key immune pathway protecting hair follicles is reduced in a mouse model of scarring hair loss.
November 2022 in “Journal of Investigative Dermatology” The research found specific genes that are more active in balding cells, which could be causing hair loss.
July 2022 in “The journal of investigative dermatology/Journal of investigative dermatology” Hair growth cycles need varied signals in space and time.
October 2021 in “The journal of investigative dermatology/Journal of investigative dermatology” Desmoglein 3 is important for keeping hair follicle stem cells inactive and maintaining their special properties.
July 2020 in “The journal of investigative dermatology/Journal of investigative dermatology” Hair follicle bumps with stem cells might contribute to permanent hair loss by getting disconnected due to scarring.
April 2016 in “Journal of Investigative Dermatology” Removing alkaline phosphatase from human skin cells hinders the creation of new hair follicles.
April 2023 in “Journal of Investigative Dermatology” In-person laser treatments help hair growth in androgenetic alopecia.
November 2022 in “Journal of Investigative Dermatology” Combining PRP and minoxidil improves hair growth and density in treating hair loss.