1 citations
,
January 2021 in “SISTEMASI” Multi-thresholding is the best method for separating hair from skin in laser hair removal.
14 citations
,
June 2021 in “British journal of dermatology/British journal of dermatology, Supplement” Experts agreed on guidelines to improve research on Frontal Fibrosing Alopecia.
60 citations
,
April 2018 in “Clinical, cosmetic and investigational dermatology” Tight hairstyles and chemical relaxers can cause hair loss known as traction alopecia.
51 citations
,
April 2021 in “JAMA network open” The AI tool helped primary care doctors and nurse practitioners diagnose skin conditions more accurately.
42 citations
,
August 2022 in “Diagnostics” Diagnose PCOS in teens using irregular periods and high androgen levels, not ultrasound.
21 citations
,
April 2025 in “MedComm” Alopecia areata causes unpredictable hair loss, and more research is needed to fully understand and treat it effectively.
4 citations
,
January 2021 in “Dermatologic Therapy” AI is effective in diagnosing and treating hair disorders, including detecting hair loss and scalp conditions with high accuracy, but it should supplement, not replace, doctor-patient interactions.
4 citations
,
November 2017 in “Scientific Reports” The research provides a gene-based framework for hair biology, highlighting the Hippo pathway's importance and suggesting links between hair disorders, cancer pathways, and the immune system.
3 citations
,
January 2012 in “Hanyang Medical Reviews” The document concludes that more research is needed to create suitable diagnostic criteria and understand PCOS in Korean women, and genetics may allow for personalized treatment.
1 citations
,
March 2024 in “Skin research and technology” A new AI model diagnoses hair and scalp disorders with 92% accuracy, better than previous models.
December 2025 in “Cosmetics” Gut bacteria differences could help diagnose and treat alopecia areata.
September 2025 in “The Open Dermatology Journal” The AI showed high accuracy in diagnosing skin conditions but needs improvement for immunological and infectious disorders.
July 2025 in “E-methodology” AI can improve hair care but needs legal clarity and is not widely used in Poland yet.
February 2024 in “Frontiers in physics” The new model detects hair clusters more accurately and efficiently, helping with early hair loss treatment and diagnosis.
February 2026 in “Ciencia Latina Revista Científica Multidisciplinar” Early recognition and thyroid evaluation are crucial for managing diffuse alopecia areata linked to autoimmune thyroid disease.
May 2024 in “SPIRE - Sciences Po Institutional REpository” Understanding and treating alopecia areata improves patient care.
1 citations
,
January 1996 It's hard to tell male pattern baldness from other types because symptoms can be similar.
A unified approach is needed to better diagnose and manage Telogen Effluvium, focusing on education, empathy, and safe treatments.
3 citations
,
August 2024 in “Applied Sciences” A web platform was created to help diagnose scalp conditions accurately and easily.
2 citations
,
June 2025 in “Medicina” Early diagnosis using eye tests and lab markers can improve treatment for pediatric Sjögren's syndrome.
1 citations
,
May 2018 in “Clinical chemistry” The girl's unexpected pubic hair growth led to a diagnosis different from complete androgen insensitivity syndrome.
16 citations
,
June 2017 in “Advances in Therapy” New treatments for hair loss are showing promise due to better understanding of genetics and the immune system.
11 citations
,
March 2021 in “Reproductive Biology and Endocrinology” Polycystic Ovary Syndrome (PCOS) symptoms vary globally, with bloating, high cholesterol, and glucose levels being common; the current diagnostic criteria may need refining.
2 citations
,
October 2018 in “Springer eBooks” Cancer treatments can cause skin-related side effects that may affect patient quality of life and require changes in treatment.
1 citations
,
March 2024 in “arXiv (Cornell University)” Deep learning can effectively detect hair and scalp diseases early.
1 citations
,
January 2023 in “IEEE access” Deep learning helps detect skin conditions and is advancing dermatology diagnosis and treatment.
November 2025 in “Kufa Journal of Engineering” AI can effectively detect hair and scalp disorders from images.
8 citations
,
June 2016 in “Journal of Pediatric Orthopaedics B” Washing baby socks without flipping them inside out may increase the risk of Hair Tourniquet Syndrome.
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.
December 2022 in “Research Square (Research Square)” The document concludes that an automatic system using deep learning can help diagnose skin disorders, but challenges and opportunities in this area remain.