November 2024 in “Image Analysis & Stereology” The method improves hair image segmentation accuracy while reducing annotation costs.
6 citations
,
January 2022 in “Database” The data set helps improve predictions of how substances are absorbed through pig skin.
3 citations
,
July 2023 in “Nature Communications” The ShorT method can detect and help reduce bias in medical AI by identifying shortcut learning.
March 2026 in “Mendeley Data” rwSALT provides precise hair regrowth measurement from scalp photos.
March 2026 in “Mendeley Data” rwSALT accurately measures hair regrowth in alopecia areata using scalp photos.
232 citations
,
January 2016 in “BMC Bioinformatics” The method can effectively extract biomedical information without needing expert annotation, performing better than previous models.
1 citations
,
June 2017 in “International Journal of Toxicology” Most drugs fail to reach the market, but understanding their properties and using strategies like early toxicity tests and drug repurposing can help advance their development.
85 citations
,
June 2015 in “Scientific Reports” The study found that diseases can be grouped by symptoms and that the accuracy of predicting disease-related genes varies with the data source.
4 citations
,
June 2021 in “Scientific Reports” Hair fiber shape and curvature are not significantly linked when ancestry is considered.
The method creates realistic, anonymous acne face images for research, achieving 97.6% accuracy in classification.
3 citations
,
February 2024 in “arXiv (Cornell University)” Google Search ads effectively gathered a diverse dermatology image dataset for research and AI development.
Social media data can help track and predict COVID-19 symptoms and trends.
4 citations
,
May 2017 in “Data in Brief” Five molecular elements identified as potential future targets for hair loss therapy.
June 2026 in “Scientific Reports” Open-label placebos can reduce stress and improve exam performance.
19 citations
,
October 2024 in “BMC Medical Informatics and Decision Making” AI can improve early diagnosis and classification of PCOS, aiding in prevention of related health issues.
13 citations
,
March 2019 in “Pharmacology Research & Perspectives” In Singapore, most skin reactions to drugs were in females and Chinese, often caused by painkillers, antibiotics, and some other drugs, with serious cases linked to genetics.
1 citations
,
December 2025 in “Scientific Reports” A machine learning model can predict alopecia areata early using specific gene markers.
1 citations
,
January 2023 in “IEEE access” Deep learning helps detect skin conditions and is advancing dermatology diagnosis and treatment.
July 2026 in “Dermatology and Therapy” Hair growth supplements significantly improve hair growth and health in women.
3 citations
,
October 2024 in “Advances in Therapy” Triptorelin effectively treats central precocious puberty in Chinese children with minimal side effects.
The models can help find better inhibitors for conditions like baldness and prostate disorders.
2 citations
,
December 2022 in “Scientific Data” The study maps how genes are regulated during mouse hair growth.
7 citations
,
October 2018 in “BMC genomics” Key genes can rewire networks, changing skin appendage types.
10 citations
,
September 2020 in “Metabolites” Hair color and length affect metabolite profiles in hair, so they should be considered in hair analysis.
822 citations
,
January 2021 in “Genome biology” scMC effectively separates biological signals from technical noise in single-cell genomics data.
37 citations
,
August 2020 in “BMC Genomics” Hair greying is mainly influenced by age, with genetics playing a smaller role.
April 2026 in “Cosmetics” Astragalus plants may improve skin health and have anti-aging benefits.
January 2026 in “ITM Web of Conferences” Better datasets and methods are needed for reliable vitiligo detection using deep learning.
1 citations
,
February 2023 in “JMIR. Journal of medical internet research/Journal of medical internet research” Social media data can help track COVID-19 symptoms and predict the pandemic's status.
6 citations
,
October 2021 in “Brain Sciences” Dutasteride may help reduce brain inflammation and improve cognition.