15 citations
,
August 2020 in “Indonesian Journal of Electrical Engineering and Computer Science” The system can automatically classify scalp conditions with 85% accuracy.
September 2023 in “Journal of the American Academy of Dermatology” The model can effectively identify good quality skin images but needs more testing for real-world use.
2 citations
,
December 2019 in “Cureus” A patient with a scalp condition and benign skin tumor experienced hair loss and did not improve with treatment, choosing not to have surgery despite a small cancer risk.
May 2025 in “Journal of the ASEAN Federation of Endocrine Societies” VHL disease can cause early paragangliomas, needing lifelong monitoring.
20 citations
,
September 2020 in “International journal of computer applications” The Random Forest algorithm was the most accurate at diagnosing Polycystic Ovarian Syndrome.
September 2024 in “arXiv (Cornell University)” Fine-tuned BERT models are better than LLMs for detecting bias in medical data.
2 citations
,
June 2024 in “Archives of Dermatological Research” Combining FCS and MPG is more effective for treating stable vitiligo than using either alone.
AI can improve alopecia areata diagnosis with high accuracy.
March 2023 in “Applied and Computational Engineering” Deep learning models can analyze scalp diseases effectively.
February 2023 in “International Journal of Multimedia Computing” The improved algorithm enhances low-dose CT image quality significantly better than other methods.
3 citations
,
March 2024 in “arXiv (Cornell University)” The new AI system improves remote skin condition diagnosis and access to care.
2 citations
,
September 2024 in “Diagnostics” A new method accurately measures cell changes in breast cancer.
1 citations
,
August 2014 in “Asian-Australasian Journal of Animal Sciences” Recombinant goat VEGF164 speeds up hair growth in mice.
August 2024 in “Journal of the National Medical Association” ChatGPT is more accurate at diagnosing hair disorders in lighter skin tones than darker ones.
1 citations
,
January 2019 in “British Poultry Science” VEGF and VEGFR-2 genes influence feather maturity, and specific genetic markers can improve chicken breeding.
5 citations
,
June 2023 in “Engineering Technology & Applied Science Research” The AI model accurately classifies Alopecia Areata with 96.94% accuracy.
19 citations
,
April 2021 in “Stem Cell Research & Therapy” SVF cell transplantation improves skin regeneration safely.
April 2023 in “Research Square (Research Square)” Combining stromal vascular fraction (SVF) injections with fractional CO2 laser treatment is more effective for treating burn scars than using the laser alone.
5 citations
,
May 2021 in “BMC surgery” A man's unusual scalp folds caused by a skin condition were treated with surgery and remained unchanged two years later.
The system effectively detects scalp diseases and classifies hair fall stages with high precision.
January 2008 in “Zhongguo zuzhi gongcheng yanjiu yu linchuang kangfu” Vaginal mucosa stem cells can be effectively isolated and cultured using specific methods.
February 2024 in “Frontiers in physics” The new model detects hair clusters more accurately and efficiently, helping with early hair loss treatment and diagnosis.
6 citations
,
February 2024 in “JAAD International” ChatGPT is preferred for creating dermatology patient handouts, but all models can be useful with oversight.
1 citations
,
August 2023 in “Journal of cutaneous pathology” The analysis of a large pilomatricoma revealed five distinct areas with different gene activity related to hair growth and tumor development.
Transfer learning with three neural network architectures accurately classifies hair diseases.
1 citations
,
August 2023 in “arXiv (Cornell University)” Deep learning effectively diagnoses scalp disorders, but improvements are needed.
8 citations
,
January 2022 in “Sensors” Deep learning can accurately automate hair density measurement, with YOLOv4 performing best.
5 citations
,
January 2020 in “Bioscience Reports” Certain changes in the VEGF gene can increase or decrease the risk of polycystic ovary syndrome.
2 citations
,
May 2025 in “IntechOpen eBooks” Early treatment with corticosteroids and immunosuppressants is crucial for managing Vogt-Koyanagi-Harada disease.
7 citations
,
October 2023 in “Journal of Intelligent & Fuzzy Systems” The new model improves Alopecia Areata classification accuracy to 93.1%.