February 2023 in “International Journal of Multimedia Computing” The improved algorithm enhances low-dose CT image quality significantly better than other methods.
July 2025 in “Journal of Investigative Dermatology” Machine learning can help identify biomarkers for personalized Pemphigus vulgaris treatment.
89 citations
,
December 2010 in “The Journal of Dermatology” The conclusion is that an algorithm using trichoscopy helps diagnose different types of hair loss but may need updates and a biopsy if results are unclear.
47 citations
,
June 2017 in “Journal of dermatology” New treatments for alopecia areata show promise, but no cure exists and responses to treatments vary.
4 citations
,
August 2021 in “Pediatric dermatology” Biotin, alone or with minoxidil, effectively treats short anagen syndrome.
2 citations
,
November 2024 Machine learning can accurately predict mental disorders.
March 2025 in “Journal of Drugs in Dermatology” A new method helps manage skin side effects from hormonal cancer therapy, improving patient care.
November 2023 in “Journal of Dermatological Science” A new computer tool quickly measures hair thickness differences in people with common types of hair loss.
5 citations
,
March 2022 in “Clinical Cosmetic and Investigational Dermatology” The model accurately predicts skin conditions in Korean women using genetic information, aiding personalized skincare.
A rapid screening method using trichoscopy and clinical data can improve diagnosis and treatment of tinea capitis.
October 2023 in “Sinkron” The system can accurately classify hair diseases with 94.5% accuracy using a CNN.
18 citations
,
March 2018 in “Archives of Plastic Surgery” The superficial temporal artery flap is a reliable method for reconstructing complex facial defects with minimal complications.
16 citations
,
March 2018 in “Plastic and Reconstructive Surgery – Global Open” Early surgical treatment for severe facial injuries from high-energy impacts leads to better recovery.
3 citations
,
September 2023 in “PeerJ Computer Science” A new method accurately measures college students' mental health by considering time perception and clustering techniques.
1 citations
,
September 2023 in “Dermatology and therapy” More research is needed to find the best treatment for dissecting cellulitis of the scalp.
May 2026 in “Actas Dermo-Sifiliográficas”
Machine learning can accurately predict Polycystic Ovary Syndrome in women using clinical features.
3 citations
,
May 2023 in “Precision clinical medicine” Researchers found four genes that could help diagnose severe alopecia areata early.
1 citations
,
July 2022 in “JEADV Clinical Practice” New and existing treatments for hair loss show promise, with some being more effective for men and others for women.
May 2026 in “European Burn Journal” The scalp is a safe and effective donor site for skin grafts in children with burns.
December 2023 in “Modern engineering and innovative technologies”
52 citations
,
February 2018 in “Diabetology & Metabolic Syndrome” Some skin conditions may indicate metabolic syndrome, which could help with early detection and management of related health issues.
September 2025 in “Matics Jurnal Ilmu Komputer dan Teknologi Informasi (Journal of Computer Science and Information Technology)” Random Forest Regression is best for predicting baldness risk.
5 citations
,
August 2016 in “bioRxiv (Cold Spring Harbor Laboratory)” Genetic factors can predict male pattern baldness risk.
1 citations
,
December 2022 in “JAMA Dermatology” The AI system HairComb accurately scores hair loss severity, matching dermatologist assessments.
36 citations
,
November 2016 in “European journal of dermatology/EJD. European journal of dermatology” Some medications can cause rare hair color changes, and reporting these side effects is important for patient quality of life.
17 citations
,
August 2019 in “Frontiers in Immunology” Non-invasive methods show promise for diagnosing skin diseases like psoriasis and lupus but need more research for regular use.
14 citations
,
September 2016 in “Journal of Cutaneous Pathology” The document concludes that new methods improve the accuracy of diagnosing scalp alopecia and challenges the old way of classifying it.
1 citations
,
December 2011 in “Journal of The American Academy of Dermatology” The book concludes that treating acne scars requires a variety of methods and patience, with no single best way to classify or treat them.
Combining biomarker analysis and advanced algorithms improves hair loss detection accuracy.