January 2026 in “China CDC Weekly” The study explored the use of large language models (LLMs) for automated identification of monkeypox (mpox) from electronic medical records (EMRs) in Shenzhen, China, involving 239 individuals (126 mpox cases and 113 controls). The DeepSeek-R1-14B model was used to extract clinical features from free-text data, outperforming traditional methods and achieving high accuracy (96.1%) in identifying symptoms like fever and rash. Logistic regression based on these features showed the best performance with an AUROC of 0.927 and accuracy of 87.5%. The study concludes that LLM-based extraction of clinical features from EMRs is a promising approach for early mpox case identification, supporting intelligent surveillance and early warning systems.
August 2018 in “Journal of the American Academy of Dermatology” Reflectance confocal microscopy helped diagnose and manage a woman's hair loss without needing a biopsy.
65 citations
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November 2016 in “Journal of The American Academy of Dermatology” The document concludes that early recognition and treatment of primary cicatricial alopecia is crucial to prevent permanent hair loss.
33 citations
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March 2018 in “Italian Journal of Dermatology and Venereology” Cutaneous lupus erythematosus is a chronic skin disease that can progress to systemic lupus in some cases and requires treatment to prevent recurrences and scarring.
11 citations
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August 2018 in “Endokrynologia Polska” Polish medical societies recommend personalized treatment for PCOS based on the patient's specific symptoms and use the Rotterdam criteria for diagnosis.
2 citations
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February 2023 in “F&S Reports” Elagolix did not effectively treat polycystic ovary syndrome.
July 2015 in “NEJM Journal Watch” Diagnosing and treating PCOS in young people is difficult.
2 citations
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January 2014 in “The Korean journal of medicine” The 2012 SLICC criteria provide an updated method for classifying Systemic Lupus Erythematosus.
1 citations
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January 2014 in “Health Renaissance” Pseudopelade of Brocq is hard to diagnose and treat, with limited effective options.
March 2004 in “Journal of the American Academy of Dermatology” Middle-aged women with cicatricial alopecia/lichen planopilaris responded well to treatments like ketoconazole shampoo and steroids.
January 2026 in “Pattern Recognition” The new method improves accuracy in segmenting scalp tissue layers.
32 citations
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June 2019 in “Frontiers in Endocrinology” Polycystic Ovary Syndrome (PCOS) is common in women with conditions like anovulation, hirsutism, hair loss, and type 2 diabetes, and it can lead to health risks like heart disease, obesity, insulin resistance, and depression. Non-Classic Congenital Adrenal Hyperplasia (NC-CAH) is also discussed.
April 2024 in “Oral Surgery Oral Medicine Oral Pathology and Oral Radiology” The patient was diagnosed with oral lichen sclerosus and needs long-term monitoring.
1 citations
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June 2022 in “Curēus” Early detection and multidisciplinary treatment are crucial for managing Papillon-Lefévre syndrome.
April 2025 in “Middle East Fertility Society Journal” Reference values for nine hormones were established to help diagnose PCOS.
48 citations
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November 2018 in “Journal of dermatological treatment” Women are more likely to have Lichen planopilaris, and treatments with cyclosporine and methotrexate are most effective but less safe than mycophenolate mofetil.
36 citations
,
October 2023 in “Periodontology 2000” L-PRF is effective for bone regeneration in the mouth.
September 2024 in “Cureus” A new method improves platelet testing for heart disease patients.
March 2026 in “Tissue Engineering and Regenerative Medicine” 5 citations
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February 2005 in “Journal of the American Academy of Dermatology” Focal palmoplantar callosities may help diagnose non-Herlitz junctional epidermolysis bullosa.
3 citations
,
October 2013 in “International Journal of Rheumatic Diseases” A young woman with severe symptoms of CPAN improved with intensive treatment but needed a leg amputation.
1540 citations
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October 2008 in “Fertility and Sterility” The report concludes that PCOS is mainly a condition of excess male hormones and its definition may change as new information is discovered.
4 citations
,
September 2020 in “Journal of Cutaneous Pathology” 
TLR3 signaling enhances the immunosuppressive properties of human periodontal ligament stem cells.
1 citations
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June 2022 in “JCRPE” Metreleptin treatment significantly improved metabolic health in a boy with congenital generalized lipodystrophy.
4025 citations
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December 2003 in “Human Reproduction” The 2003 consensus updated PCOS diagnosis criteria and linked PCOS to higher risks of diabetes and heart problems, recommending lifestyle changes to lower these risks.
3 citations
,
May 2024 in “Cureus” Laser hair removal improves life quality short-term for women with PCOS-related hirsutism.
11 citations
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August 1948 in “Journal of Investigative Dermatology” Calcium pantothenate therapy improved symptoms of discoid lupus erythematosus without side effects.
May 2024 in “Journal of the Egyptian Womenʼs Dermatologic Society” Diphenylcyclopropenone is effective and safe for treating severe alopecia areata in children, with maintenance therapy reducing relapse risk.
2 citations
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December 2022 in “Bio-Design and Manufacturing” A new portable microscope can effectively monitor skin wound healing in real-time.