January 2026 in “JAMA Dermatology” ICD codes for skin conditions vary in accuracy, needing better validation for some common conditions.
18 citations
,
January 2016 in “Skin appendage disorders” The paper suggests improving diagnosis and treatment of telogen effluvium but does not recommend a new classification system.
3 citations
,
September 2023 in “PeerJ Computer Science” A new method accurately measures college students' mental health by considering time perception and clustering techniques.
January 2013 in “Japan labor review” The study created a numerical system to describe and compare 601 jobs in Japan.
8 citations
,
July 2014 in “American Journal of Dermatopathology” Cutaneous keratocyst and steatocystoma should be called "sebaceous duct cyst" due to their similarities.
1 citations
,
July 2017 in “Frontiers in Communication” Using complex medical terms can make people want to seek medical help faster.
November 2018 in “Hair transplant forum international” The article suggests that hair transplant surgery may not be purely cosmetic because it treats a disease and calls for clearer guidelines on its classification.
5 citations
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July 2019 in “Applied statistics/Journal of the Royal Statistical Society. Series C, Applied statistics” Case-only trees and random forests improve predictions of treatment effects in clinical trials.
Hair disorders are complex and varied, including hair loss, excessive growth, color, and shaft issues.
1 citations
,
May 2018 in “Psychology, Health & Medicine” The two-factor model fits better for Chinese patients' understanding of illness causes than the original four-factor model.
21 citations
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January 2016 in “Skin appendage disorders” Alfredo Rebora suggested a new, easier way to classify hair loss in Telogen Effluvium, adding a type possibly related to autoimmune diseases.
1 citations
,
October 2019 in “Medicina UPB” Multiple treatment comparison meta-analyses help doctors make better decisions by comparing different interventions.
January 2011 in “Rutgers University Community Repository (Rutgers University)” A new method organizes drug information to improve data use and create a comprehensive drug database.
1 citations
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November 2011 in “British journal of pharmacology” Enzymes are classified into six types and are essential for many biological processes, with only a few targeted by drugs.
The document listed medical job ads and guidelines for breast cancer screening.
February 2024 in “International journal of medical science and clinical research studies” CCCA is a scarring hair disorder mainly affecting people of African descent, needing better awareness and treatment.
October 2023 in “Journal of the Endocrine Society” Machine learning identified three unique subtypes of androgen excess in women with PCOS, each with different metabolic risks.
8 citations
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August 2021 in “Computational and Mathematical Methods in Medicine” Machine learning can accurately identify Alopecia Areata, aiding in early detection and treatment of this hair loss condition.
August 2023 in “JAAD international” Most patients with Central Centrifugal Cicatricial Alopecia at the reviewed institution were middle-aged Black women, often with no symptoms, and commonly treated with topical medications.
8 citations
,
November 2022 in “International Journal of Cosmetic Science” Human hair varies widely and should be classified by curl type rather than race.
54 citations
,
January 2016 in “Cell reports” Activating β-catenin in different skin stem cells causes various types of hair growth and skin tumors.
1 citations
,
April 2023 in “Archives of Dermatological Research” Skin emergency severity rises with other health issues and affects multiple organs; a new grading system can improve patient care.
1 citations
,
February 2009 in “The Journal of Urology”
9 citations
,
February 2018 in “Journal of The American Academy of Dermatology” Researchers developed a new method using methylene blue staining to more accurately identify the growth stage of human hair follicles.
1 citations
,
September 2016 in “Hair transplant forum international” Dr. Muhammad Ahmad created a simpler system to better describe male pattern hair loss.
26 citations
,
October 2007 in “American Journal of Dermatopathology” Basal cell carcinoma with matrical differentiation is a rare type linked to hair follicles, with .-catenin important for its development.
October 2024 in “Endocrinology Insights” The Bethesda system is effective for identifying thyroid cancer but has low sensitivity.
2 citations
,
January 2024 in “Journal of Emerging Investigators” A new algorithm effectively classifies Alopecia Areata, aiding early detection and treatment.
18 citations
,
January 1965 in “Stain Technology”
New methods to classify curly hair types were developed based on shape and strength.