July 2025 in “The Ewha Medical Journal” The model accurately detects early-stage hair loss using images.
The method creates realistic, anonymous acne face images for research, achieving 97.6% accuracy in classification.
Transfer learning with three neural network architectures accurately classifies hair diseases.
January 2021 in “Lecture notes in networks and systems” Deep learning can accurately detect Alopecia Areata with up to 98.3% accuracy.
November 1966 in “British Journal of Dermatology” The meeting discussed various skin conditions, treatments, and unusual cases, highlighting the effectiveness of tetracycline in treating rosacea.
December 2021 in “Acta dermato-venereologica” A deep learning model accurately predicts male hair loss types using scalp images.
5 citations
,
June 2023 in “Engineering Technology & Applied Science Research” The AI model accurately classifies Alopecia Areata with 96.94% accuracy.
2 citations
,
January 1980 in “Acupuncture & electro-therapeutics research” Hair loss might be due to nerve issues, treatable with electric stimulation or acupuncture.
7 citations
,
January 2017 in “Stem Cells International” Neural organoids show promise for future CNS disease treatments.
Nonlinear artificial neural networks are better at identifying different types of animal hair than linear ones.
15 citations
,
December 2015 in “PLoS ONE” Fibroblasts can be mistaken for neural cells, so functional validation is needed.
2 citations
,
June 2019 in “The Journal of Dermatology” Two cases showed skin abnormalities without bone or neural defects.
January 2005 in “Zhonghua xingwei yixue yu naokexue zazhi” Selenium and iodine deficiencies cause delayed growth and abnormal neural behavior in rats.
2 citations
,
December 2024 in “Neural Regeneration Research” Exosome therapy could revolutionize stroke treatment, but more research is needed for human use.
1 citations
,
June 2024 in “Skin Research and Technology” Human dermal fibroblast proteins help restore nerves during healing.
27 citations
,
July 2017 in “Scientific Reports” N-WASP is essential for healthy skin and preventing inflammation.
2 citations
,
November 2011 in “InTech eBooks” Stress can worsen skin conditions by affecting immune responses and skin cell activities.
January 2024 in “International journal of molecular sciences” A brain-made hormone can protect against memory-related brain damage caused by harmful proteins.
January 2024 in “Wiadomości Lekarskie” AI improves medical care by enhancing diagnosis and treatment for better patient outcomes.
April 2021 in “Journal of Investigative Dermatology” A deep learning model was developed to help diagnose trichothiodystrophy by analyzing hair patterns.
13 citations
,
June 2006 in “Brain Research” Allopregnanolone likely doesn't influence ethanol's rewarding effects in these mice.
Whiskers can form without sensory nerves or Foxd1, thanks to Meis2 in mesenchymal cells.
Meis2 is essential for whisker development, independent of nerve involvement.
January 2019 in “ISGE series” Estrogen helps prevent artery plaque by stopping monocyte capture in blood vessels.
February 2009 in “Journal of Investigative Dermatology” EGFR is essential for organized skin nerve growth and branching.
May 2022 in “Research Square (Research Square)” Nestin marks cells that can become a specific type of skin cell in hair follicles of both developing and adult mice.
13 citations
,
September 2016 in “Journal of Cellular Biochemistry” Low oxygen levels help hair follicle stem cells turn into heart muscle cells faster.
9 citations
,
April 2010 in “The Journal of Dermatology” Nestin helps identify certain melanoma cells in nodular melanoma.
Machine learning can accurately tell apart False Daisy and Smooth Joy Weed.
73 citations
,
April 2017 in “Scientific Reports” Nitrogen starvation in microalgae increases lipid production, making it a potential biofuel source.