April 2025 in “Physical and Engineering Sciences in Medicine” PCOS forum users view lifestyle changes and supplements positively, but have mixed feelings about contraceptive pills.
9 citations
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February 2023 The model accurately detects alopecia areata with 84.3% accuracy.
5 citations
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October 2023 in “International Journal on Recent and Innovation Trends in Computing and Communication” The method accurately detects and classifies scalp diseases, including alopecia areata, with 89.3% accuracy.
The system effectively detects scalp diseases and classifies hair fall stages with high precision.
The model accurately classifies hair conditions with 97% accuracy.
A new CNN model can detect Alopecia Areata with 98% accuracy.
3 citations
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June 2025 in “Wound Repair and Regeneration” 3D bioprinting shows promise for creating skin substitutes, but standardized methods are needed for clinical use.
1 citations
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July 2025 in “The Ewha Medical Journal” The Ewha Medical Journal is now in PubMed, has an AI article editor, and offers Korean reporting guidelines.
January 2026 in “Microsystems & Nanoengineering” New technologies replicate human skin for testing without animals.
January 2026 in “Open Science Framework” This scoping review systematically maps the use of AI and ML in alopecia research, highlighting the evolution from diagnostic tools to more advanced prognostic frameworks. It identifies the dominance of CNNs for image-based diagnosis, limited multimodal integration, and a lack of prognostic or causal modeling. Key gaps include the need for generative prognosis frameworks, fairness evaluations, privacy-aware systems, and treatment-response prediction. The review provides a taxonomy of AI approaches, visual aids, and recommendations for future research, emphasizing the development of equitable AI tools for personalized prognosis and treatment planning in alopecia care.
January 2022 in “Journal of Pharmaceutical Negative Results” The VGG-SVM method accurately identifies and classifies stages of Alopecia Areata and other hair loss conditions.
February 2022 in “arXiv (Cornell University)” A new method accurately captures and renders hair color for real and synthetic images.
August 2025 in “OPAL (Open@LaTrobe) (La Trobe University)” Machine learning optimized microneedles promote hair regrowth better than minoxidil without safety risks.
Machine learning can accurately tell apart False Daisy and Smooth Joy Weed.
1 citations
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September 2024 in “arXiv (Cornell University)” Reliable machine learning in medical imaging needs bias checks and data drift detection for consistent performance.
August 2025 in “OPAL (Open@LaTrobe) (La Trobe University)” Optimized microneedles promote hair regrowth better than minoxidil without safety risks.
November 2025 in “Clinical and Translational Medicine” DNAJB9 cfRNA could help diagnose and treat female hair loss.
March 2025 in “medRxiv (Cold Spring Harbor Laboratory)” Hair proteomics could be a promising non-invasive way to identify stress-related disorders.
4 citations
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October 2021 in “bioRxiv (Cold Spring Harbor Laboratory)” G2 stem cells control calcium signaling for skin regeneration.
3 citations
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August 2020 in “bioRxiv (Cold Spring Harbor Laboratory)” The DNN-DTIs method accurately predicts drug-target interactions and is useful for drug repositioning.
November 2025 in “Psychoneuroendocrinology” Hair proteomics could be a useful, non-invasive tool for identifying stress-related disorders.
July 2025 in “PNAS Nexus” A new tool accurately identifies human cornea cell states and key factors.
37 citations
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December 2014 in “Journal of Biomedical Informatics” Researchers created LabeledIn, a detailed list of drug uses, showing the importance of human input in making such lists.
26 citations
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August 2024 in “Frontiers in Bioengineering and Biotechnology” Antimicrobial dressings are promising but need more research to confirm their effectiveness in healing wounds.
5 citations
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May 2023 in “European Journal of Human Genetics” NIPT can help detect potential maternal cancer, and GIPXplore can identify immune diseases in pregnancies.
1 citations
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December 2018 in “International Journal of Modern Computation Information and Communication Technology” AI can greatly improve healthcare by enhancing disease prevention, detection, diagnosis, and treatment.
February 2026 in “Biomedicines” Nanotechnology offers promising new treatments for hair loss by improving targeted delivery and addressing key causes.
Certain biomarkers can help distinguish between irritant and allergic contact dermatitis.
July 2025 in “Preprints.org” Specific miRNA profiles can help diagnose and treat alopecia areata.
May 2025 in “Preprints.org” Unique microRNA patterns can help diagnose and treat severe alopecia areata.