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Pre-trained Transformers need extreme retraining to perform well on DarkNet data.

The meeting showcased rare skin disease cases, highlighting the need for accurate diagnosis and treatment.

Women with PCOS often have metabolic issues like insulin resistance and a higher risk of diabetes and abnormal lipid levels.

Women with PCOS often have insulin resistance, abnormal lipid levels, and a higher risk of diabetes and heart disease; lifestyle changes and medication like metformin can help manage these risks.

The meeting discussed vitamin D3's role in fighting tuberculosis, potential treatments for skin conditions like psoriasis, and hair follicle regeneration as a possible solution for hair loss.

The book is a comprehensive resource on hair disorders, but lacks information on some conditions.

The book is a useful resource for healthcare providers working with hospitalized children but misses some important studies and detailed problem evaluations.

Skin symptoms are important for diagnosing infections in children.

Skin issues can indicate immune system problems.

Polycystic Ovary Syndrome should be seen mainly as a condition of excess male hormones, with a focus on this in its definition.

The report concludes that PCOS is mainly a condition of excess male hormones and its definition may change as new information is discovered.

The Rotterdam Study investigates diseases in older adults and has produced many research findings.

Male hormones may play a role in the development of heart disease, and more research is needed to understand their effects.

The European Society of Endocrinology advises individualized long-term management for PCOS, focusing on lifestyle changes, accurate diagnosis, and treatments for associated health risks and symptoms.

Rosacea is a skin condition with unclear causes, classified into four subtypes.

The guidelines suggest lifestyle changes, diet adjustments, and personalized medication to manage dyslipidemia and reduce heart disease risk.

Experts recommend using evidence-based methods to diagnose and treat hirsutism, focusing on symptoms and underlying causes.

Metformin helps with menstrual cycles and insulin levels in PCOS but is less effective for hair growth, diabetes prevention, and weight loss, and may improve fertility and reduce diabetes risk.

The Rotterdam Study aims to understand disease causes in the elderly and has found new risk factors and genetic influences on various conditions.

Growing human skin cells in a 3D environment can stimulate new hair growth.

Insulin resistance is a key factor in polycystic ovary syndrome, but genetics may also contribute.

The Rotterdam Study updated its design and objectives in 2012, providing insights into various diseases in the elderly, including skin cancer, bone health, liver disease, neurological and psychiatric conditions, and respiratory issues.

The method can effectively extract biomedical information without needing expert annotation, performing better than previous models.

Melatonin is important for skin health and protection, and can be made by the skin or applied to it.

The Rotterdam Study aims to understand various diseases in older adults.

Alopecia areata is likely an autoimmune disease with unclear triggers, involving various immune cells and molecules, and currently has no cure.

The document concludes that recognizing and treating cutaneous lupus erythematosus early is crucial for managing the skin and potential systemic symptoms.

Patients with certain skin symptoms and high ANA titers should be monitored for potential systemic lupus.

K_ATP channel gene mutations are linked to heart diseases, but more research is needed to understand the connection and treatment potential.

Telogen effluvium is a common type of hair loss that can resolve on its own or become chronic, with treatment depending on early diagnosis.