November 2022 in “PubMed” Deep dermal tissue dislocation injury in pigs leads to thicker fibrotic tissue and increased type III collagen, affecting skin repair.
September 2022 in “Research Square (Research Square)” The AI model DIET-AI effectively diagnoses skin diseases as well as doctors.
July 2022 in “International Journal of Applied Pharmaceutics” Machine learning and deep learning can effectively diagnose alopecia areata.
January 2021 in “Lecture notes in networks and systems” Deep learning can accurately detect Alopecia Areata with up to 98.3% accuracy.
April 2017 in “Journal of Investigative Dermatology” Deep phenotyping helps distinguish between xeroderma pigmentosum and trichothiodystrophy, aiding in diagnosis and treatment.
July 2007 in “Hair transplant forum international” Patients may be at risk for deep vein thrombosis.
February 2004 in “Dermatologic Surgery” Deep Plane Fixation in scalp surgeries allows for more tissue removal with less tension and minimal scarring.
Meshushit ointment helps form thicker healing tissue and preserves hair follicles in burns.
December 2021 in “Acta dermato-venereologica” A deep learning model accurately predicts male hair loss types using scalp images.
5 citations
,
September 2010 in “Cancer Prevention Research” The research suggests new treatments for skin cancer could target specific cell growth pathways.
1 citations
,
May 2025 in “Journal of Digital Information Management” VGG16 and VGG19 are the most accurate for classifying scalp and hair diseases.
March 2026 in “Pharmaceutics” TheDES improve drug delivery through the skin but need more safety checks.
November 2025 in “Journal of Investigative Dermatology” Certain immune cells in atopic dermatitis skin could be targeted for treatment.
June 2025 in “Formosa Journal of Sustainable Research” Mangkokan leaf extract can fight bacteria and may help prevent hair loss and treat infections.
September 2023 in “JP Journal of Biostatistics” The random forest model effectively helps diagnose COVID-19 using key factors like age and symptoms.
April 2023 in “Journal of Investigative Dermatology” The AI model somewhat predicts lymph node status in melanoma patients using skin sample images.
April 2021 in “Journal of Investigative Dermatology” A deep learning model was developed to help diagnose trichothiodystrophy by analyzing hair patterns.
65 citations
,
December 2000 in “PubMed” The biology of skin and hair is complex and not fully understood.
34 citations
,
June 2005 in “Journal of cosmetic dermatology” Medium-depth peels are safer and effective for improving skin appearance compared to deep peels.
21 citations
,
March 2023 in “Journal of Crohn s and Colitis” Microvascular damage and platelet issues persist in ulcerative colitis remission, helping assess disease states.
13 citations
,
February 2025 in “Nature Communications” A new neural network helps identify key regulators in cell changes, aiding in understanding diseases and finding new treatments.
3 citations
,
March 2023 in “bioRxiv (Cold Spring Harbor Laboratory)” Neurospectrum effectively analyzes neural signals to predict and identify brain activity patterns better than traditional methods.
2 citations
,
November 2022 in “Scientific reports” Using gelatin sponges for deep skin wounds helps bone marrow cells repair tissue without scarring.
1 citations
,
May 2022 in “bioRxiv (Cold Spring Harbor Laboratory)” Ulcerative colitis involves immune activation, chronic inflammation, and metabolic issues, some of which persist even during remission.
1 citations
,
January 2008 in “Hair transplant forum international” Hair restoration surgery can lead to serious complications like blood clots.
1 citations
,
July 2000 in “Dermatologic Surgery” Propofol can easily cause deep sedation, so caution is needed when using it for procedures.
March 2026 in “Health Psychology Report” Self-compassion can help reduce body shame and psychological distress in people with alopecia and psoriasis.
January 2026 in “Pattern Recognition” The new method improves accuracy in segmenting scalp tissue layers.
September 2025 in “Bioengineering” The framework helps predict adverse effects of blood thinners, improving drug selection for atrial fibrillation.
The model accurately identifies hair diseases using deep learning.