August 2019 in “bioRxiv (Cold Spring Harbor Laboratory)” The model successfully predicted new uses for existing drugs, like using certain hormonal and heart medications for respiratory and Parkinson's diseases, and a cancer drug for diabetes.
13 citations
,
February 2025 in “Nature Communications” A new neural network helps identify key regulators in cell changes, aiding in understanding diseases and finding new treatments.
1 citations
,
October 2022 in “Scientific reports” Nestin identifies specific progenitor cells in hair follicles that can become outer root sheath cells.
3 citations
,
January 2024 in “Annals of Dermatology” The criteria help doctors diagnose and treat alopecia areata more effectively.
36 citations
,
September 2015 in “Forensic Science International: Genetics” Certain DNA variants can predict straight hair in Europeans but are not highly specific.
1 citations
,
September 2004 in “Physica D: Nonlinear Phenomena” The model can predict website market shares by identifying competition among them.
1 citations
,
December 2022 in “Sultan Qaboos University medical journal” The machine learning model accurately predicts Systemic Lupus Erythematosus in Omani patients.
January 2023 in “Türkiye klinikleri adli tıp ve adli bilimler dergisi” DNA markers can help predict male pattern baldness, useful in criminal and missing person cases.
November 2023 in “Journal of Dermatological Science” A new computer tool quickly measures hair thickness differences in people with common types of hair loss.
January 2026 in “Open Science Framework” AI in alopecia research needs better tools for predicting treatment outcomes and ensuring fairness.
March 2026 in “Zenodo (CERN European Organization for Nuclear Research)” The N-K GM Series offers a new method to reduce aflatoxin poisoning and cancer, improving health and saving costs in affected regions.
September 2024 in “PubMed” Certain RNAs may help diagnose alopecia areata by affecting keratin genes.
2 citations
,
November 2024 in “PLoS ONE” Genomic prediction can improve breeding strategies for Korean Sapsaree dogs.
July 2022 in “Journal of Investigative Dermatology” Dkk4 is necessary for the initial development and arrangement of hair follicles.
7 citations
,
March 1993 in “International Journal of Oncology” Basal cell carcinoma shows keratin patterns similar to hair follicle structures.
1 citations
,
August 2024 in “Animals” KRT85 gene variations can help improve wool traits in sheep through selective breeding.
April 2023 in “The journal of investigative dermatology/Journal of investigative dermatology” The study suggests that a specific type of immune cell, memory-like NK cells, may increase during active hair loss in Alopecia areata.
3 citations
,
November 2022 in “European Journal of Human Genetics” New models predict male pattern baldness better than old ones but still need improvement.
July 2025 in “Cermin Dunia Kedokteran” Nasopharyngeal carcinoma is a common cancer in Indonesia, with risk factors including genetics, diet, and Epstein-Barr virus, and is treated with advanced radiotherapy.
8 citations
,
May 2004 in “Textile Research Journal” Scientists made antibodies to tell cashmere and wool apart, which could improve how we identify animal fibers.
57 citations
,
January 1987 in “Journal of Biological Chemistry” Different keratins have unique expression patterns in mouse skin cells.
40 citations
,
December 2010 in “Human Genetics”
The GG genotype of the KRT71 gene leads to longer wool in Gansu alpine fine-wool sheep.
January 2026 in “Archives of Dermatological Research”
November 2019 in “Hair transplant forum international” The SketchAndCalc app is a faster and more precise method for measuring hair transplant areas than traditional grid counting.
109 citations
,
November 2011 in “Nature Neuroscience” March 1985 in “Journal of the American Academy of Dermatology” Minoxidil helps hair regrowth by affecting hair follicles and blood vessels.
2 citations
,
March 2023 in “Research Square (Research Square)” Forensic DNA phenotyping faces challenges due to inconsistent terminology, limited genetic understanding, and debates over technology and models.
Minoxidil is strongly linked to heart problems, and machine learning can improve drug safety checks.