January 2021 in “arXiv (Cornell University)” Self-supervised learning improves medical image classification accuracy.
15 citations
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January 2012 in “International journal of trichology” The HairCheck® device is effective for measuring hair loss and growth in people with alopecia.
Hair microscopy is a useful and affordable way to diagnose hair disorders.
January 2024 in “Wiadomości Lekarskie” Virtual surgical planning improves efficiency, coordination, and precision in complex surgeries.
17 citations
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May 2016 in “Archives of Dermatological Research” Reflectance confocal microscopy can help tell apart scarring from non-scarring hair loss.
A new CNN model can detect Alopecia Areata with 98% accuracy.
July 2025 in “E-methodology” AI can improve hair care but needs legal clarity and is not widely used in Poland yet.
3 citations
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August 2024 in “Cureus” DALL-E 2 is only accurate for acne in pediatric dermatology and needs better data for other conditions.
October 2021 in “Experimental Dermatology” Certain genes and proteins may help diagnose and treat primary cicatricial alopecia.
October 2014 in “Microscopy” The method using ionic liquid improves observation of cell structures with less damage.
January 2026 in “Skin Appendage Disorders” The trichogram is a practical, non-invasive, and cost-effective tool for diagnosing female androgenetic alopecia.
3 citations
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November 2013 in “Journal of Stem Cells and Regenerative Medicine” Imaging intestinal stem cells might help detect early signs of colorectal cancer.
March 2005 in “International Journal of Cosmetic Science” DVI provides detailed 3D imaging of hair and shows how various products protect and enhance hair.
2 citations
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November 2023 in “Skin Research and Technology” RCM and dermoscopy help identify different types of hair loss in children.
2 citations
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December 2019 in “Bioanalysis” Accurate quantitative bioanalysis using LC-MS/MS is challenging due to matrix effects, but using internal standards and new methods like in-sample calibration could improve results.
5 citations
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February 2023 in “Veterinary Sciences” Adhesive tape impression is a useful tool for diagnosing dermatophytosis in dogs and cats.
Autonomous robotic surgery is advancing but still requires human supervision for complex procedures.
December 2024 in “eCommons - AKU (Aga Khan University)” PICAT is a reliable tool for assessing dermatology residents' skills in PRP procedures for hair loss.
1 citations
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November 2016 in “Congenital Anomalies” Get head MRI for babies with achondroplasia early, use free immunoglobulin light chains to detect certain neurodevelopmental disorders, and video calls work for speech therapy in patients with facial anomalies.
December 2022 in “Research Square (Research Square)” The QuantAnts machines can find cancer markers and create CRISPR targets for them.
April 2026 in “International Journal of Engineering Research and Science & Technology” The new AI system accurately diagnoses hair disorders and offers personalized treatment recommendations.
3 citations
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September 2013 in “Journal of the European Academy of Dermatology and Venereology” Ex vivo dermatoscopy may lower lab costs and improve diagnosis speed for hair loss biopsies.
July 2025 in “Journal of Neonatal Surgery” The Advanced Precipitation U-Net Model improves early hair fall detection with 92% accuracy.
February 2024 in “arXiv (Cornell University)” Adjusting AI training data for skin condition distribution improves accuracy across different clinical settings.
December 2025 in “International Journal For Multidisciplinary Research” Microscopic hair analysis is important in forensics but has limitations; new technologies are improving its accuracy.
February 2025 in “Brazilian Journal of Hair Health” Multiparametric ultrasound is a useful non-invasive tool for assessing scalp conditions in alopecia areata patients.
December 2022 in “Skin Pharmacology and Physiology” Special scalp and hair examination techniques can identify hair problems.
A new method allows detailed tracking of cell regeneration in crustacean legs.
102 citations
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October 1996 in “Dermatologic Clinics” Photographic documentation crucial for evaluating hair growth in androgenetic alopecia.
2 citations
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July 2017 in “IEEE Photonics Journal” The study found that combining SHG and OCT effectively monitors skin wound healing in mice.