October 2022 in “Aesthetic Cosmetology and Medicine” PCOS often causes skin problems due to hormonal and metabolic imbalances.
The system effectively detects scalp diseases and classifies hair fall stages with high precision.
April 2024 in “Dermatology and therapy” There are significant gaps and inconsistencies in diagnosing and treating alopecia areata in Greece and Italy.
February 2023 in “International Journal of Multimedia Computing” The improved algorithm enhances low-dose CT image quality significantly better than other methods.
April 2016 in “Journal of The American Academy of Dermatology” The booklet increased melanoma patients' knowledge about lymphedema by 13%.
June 2020 in “Applied sciences” A new semi-automatic hair implanter could make hair transplants easier, more successful, and more accessible.
14 citations
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January 2021 in “Cureus” The AndroCoV Clinical Scoring is a quick, accurate, and free tool for diagnosing COVID-19.
4 citations
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December 2021 in “Electronics” The new method predicts post-hair transplant images more accurately than other methods.
November 2025 in “Kufa Journal of Engineering” AI can effectively detect hair and scalp disorders from images.
1 citations
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February 2024 in “npj digital medicine” Researchers improved a skin disease diagnosis model using online images, achieving up to 49.64% accuracy.
The new algorithm removes hair from skin images better than previous methods, helping diagnose melanoma.
January 2026 in “Nanoscale Advances” Microneedles combined with light therapy can improve skin disease diagnosis and treatment.
December 2021 in “Acta dermato-venereologica” A deep learning model accurately predicts male hair loss types using scalp images.
51 citations
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April 2021 in “JAMA network open” The AI tool helped primary care doctors and nurse practitioners diagnose skin conditions more accurately.
24 citations
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July 2023 in “Journal of Functional Biomaterials” Bubble-based systems show promise for precise, targeted drug delivery and diagnosis, especially in cancer treatment.
December 2025 in “Italian Journal of Anatomy and Embryology” Understanding embryologic layers improves skin disorder diagnosis and supports developing targeted therapies.
September 2022 in “Research Square (Research Square)” The AI model DIET-AI effectively diagnoses skin diseases as well as doctors.
The system can automatically identify different hair and scalp conditions using machine learning.
1 citations
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December 2022 in “Clinical, cosmetic and investigational dermatology” Arab hair is generally thicker but less dense compared to other ethnicities, affecting hair disorder diagnosis and treatment.
3 citations
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January 2025 in “BMC Medical Informatics and Decision Making” Machine learning can help find new ways to treat alopecia areata.
9 citations
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September 2022 in “Frontiers in Physics” The technique accurately identifies and evaluates hair follicle structures in skin.
28 citations
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February 2014 in “Journal of Telemedicine and Telecare” Smartphone-based teledermatology is effective for diagnosing skin diseases in the military with good accuracy.
The method creates realistic, anonymous acne face images for research, achieving 97.6% accuracy in classification.
39 citations
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February 2024 in “Small” Microneedles are becoming essential tools in medicine for sensing, drug delivery, and communication.
Advancements in diagnostics, treatments, and technology have improved hair loss detection and restoration, with some types being reversible.
January 2018 in “Refubium (Universitätsbibliothek der Freien Universität Berlin)” New nanocarriers were developed for safer, targeted drug delivery and diagnostics, showing promise for future medical use.
378 citations
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November 2011 in “Human reproduction update” Experts recommend using evidence-based methods to diagnose and treat hirsutism, focusing on symptoms and underlying causes.
1 citations
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February 2018 in “Australasian journal of dermatology” Advanced imaging techniques are crucial for accurately diagnosing Monilethrix, a rare hair disorder.
15 citations
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February 2003 in “British Journal of Dermatology” The study suggests computer-assisted analysis of scalp biopsies could improve hair loss diagnosis but needs more validation.
April 2024 in “Clinical dermatology review (Print)” Trichoscopy is an effective, noninvasive method for early diagnosis of Female Pattern Hair Loss.