The system can automatically identify different hair and scalp conditions using machine learning.
40 citations
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April 2006 in “Journal of the European Academy of Dermatology and Venereology” The Trichoscan system was found to be inaccurate for measuring hair growth, needing better software to be useful.
April 2019 in “The journal of investigative dermatology/Journal of investigative dermatology” Higher resolution images are needed to identify scarring and fine hair in alopecia.
The model accurately diagnoses hair diseases with 95% accuracy using deep learning.
1 citations
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September 2020 in “Prometheus” Over-reliance on automation limits human problem-solving in emergencies.
31 citations
,
August 2001 in “PubMed” TrichoScan accurately measures hair growth and showed improved hair counts and thickness after finasteride treatment.
28 citations
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December 2002 in “Der Hautarzt” TrichoScan accurately measures hair growth and loss, showing increased hair counts and thickness with treatment.
6 citations
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July 2022 in “Biomedical Signal Processing and Control” The new hair removal algorithm for skin images works better for detecting and fixing hair, improving melanoma diagnosis.
10 citations
,
January 2012 in “International Journal of Trichology” PRP helps hair growth in common hair loss disorder.
5 citations
,
January 2025 in “BMC Medical Informatics and Decision Making” Computer vision techniques can help detect and assess skin conditions like vitiligo, alopecia areata, and dermatitis.
3 citations
,
September 2024 in “Journal of the European Academy of Dermatology and Venereology” Clinicians and researchers must stay informed about big data to improve dermatology care.
AI models are effective for detecting alopecia areata but face challenges like explaining results and data bias.
July 2025 in “Underline Science Inc.” ROS influences the growth and structure of Arabidopsis root hairs.
A new image-based method improves accuracy in measuring hair loss in mice.
Current methods can't accurately predict which long-form answers people prefer; evaluations should consider different answer qualities separately.
September 2015 in “Research Portal (King's College London)” Human hair movement is affected by its inner structure and chemical treatments.
316 citations
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June 2017 in “Stem Cell Research & Therapy” Fat tissue-derived cells show promise for repairing body tissues, but more research and regulation are needed for safe use.
69 citations
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November 2023 in “Heliyon” Future wound dressings will be smart, multifunctional, and improve personalized medicine.
42 citations
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November 2019 in “Frontiers in Endocrinology” The document suggests creating a validated score to diagnose Cushing's Syndrome and considers plasma steroid profiling as a simpler diagnostic method.
37 citations
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December 2014 in “Journal of Biomedical Informatics” Researchers created LabeledIn, a detailed list of drug uses, showing the importance of human input in making such lists.
25 citations
,
November 2010 in “Journal of Molecular Structure” Raman micro-spectroscopy can help distinguish basal cell carcinoma from hair follicles in skin tissue.
24 citations
,
October 2024 in “International Journal of Extreme Manufacturing” 3D skin bioprinting has advanced but still faces challenges like safety and the need for better integration with sensors.
19 citations
,
September 1999 in “Talanta” New method measures minoxidil concentration faster, more accurately, and automatically.
10 citations
,
February 2015 in “Melanoma management” Dermoscopy is useful for many health professionals, not just dermatologists, in improving skin condition diagnoses and reducing unnecessary biopsies.
6 citations
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September 2023 in “Experimental physiology” A special receptor in sensory nerve endings helps control how they respond to stretching.
5 citations
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September 2012 in “Dermatology Online Journal” Follicular Unit Extraction (FUE) hair transplant is less invasive, leaves no scars, and has quicker recovery times, but it's more time-consuming and challenging. Automation helps speed up the process and improve graft survival, reducing the need for traditional strip surgery.
3 citations
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October 2021 in “Research Square (Research Square)” The model can effectively help diagnose meibomian gland dysfunction automatically.
3 citations
,
October 2020 in “Arthritis Care & Research” New tools and criteria have been developed to better assess and treat pediatric lupus.
2 citations
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September 2024 in “Diagnostics” A new method accurately measures cell changes in breast cancer.
1 citations
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May 2025 in “Journal of Digital Information Management” VGG16 and VGG19 are the most accurate for classifying scalp and hair diseases.