1 citations
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May 2025 in “Journal of Digital Information Management” This study evaluated different convolutional neural network architectures for diagnosing scalp and hair diseases, and found that VGG16 and VGG19 consistently outperformed other models in accuracy, demonstrating their effectiveness and reliability in this medical application.
March 2026 in “Journal of the European Academy of Dermatology and Venereology” This study introduced and validated the VESALT, a visual extension of the Severity of Alopecia Tool, finding it offers improved reliability and user-friendliness over SALT by incorporating pattern recognition and broader coverage, including non-scalp regions, in assessing alopecia areata severity.
1 citations
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August 2023 in “bioRxiv (Cold Spring Harbor Laboratory)” This study created a detailed spatial atlas of healthy human skin and basal cell carcinoma, revealing a potential hair follicle origin for basal cell carcinoma and expansion of certain mesenchymal cell populations.
December 2025 in “International Journal of Dermatology” This case report describes a unique instance of late-onset Björnstad syndrome in an 18-year-old female, mimicking androgenetic alopecia, and indicates potential improvement with JAK inhibitor baricitinib, highlighting the need for considering this syndrome in similar cases of patterned hair loss in young individuals.
1 citations
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March 2014 in “Hair transplant forum international” This abstract discusses the pervasive promotion and marketing of plastic and cosmetic procedures, without reporting any new clinical findings.
November 2023 in “Pakistan Journal of Medical & Health Sciences” This study found that eyebrow transplantation, when performed with meticulous technique and innovative approaches to address donor density and hair angle issues, resulted in high patient satisfaction and aesthetic outcomes, with a low complication rate.
24 citations
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May 2000 in “Journal of the American Academy of Dermatology” This case report describes a patient with pseudopelade affecting both the scalp and beard area, highlighting the unusual presentation of a rare hair disorder.
November 2025 in “Indian Journal of Plastic Surgery” In this study, sequential strip harvest during follicular unit transplantation yielded more grafts, significantly improving the recipient area's appearance and minimizing donor area scars, compared to traditional methods.
28 citations
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March 2010 in “British Journal of Dermatology” This abstract contains only supplementary material information and reports no new research findings.
2 citations
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January 2024 in “Proceedings of the National Academy of Sciences of the United States of America” This study developed a multiscale spatial atlas of healthy skin and basal cell carcinoma, revealing a hair follicle origin for BCC and the expansion of specific cell populations such as POSTN+ fibroblasts and RGS5+ pericytes, suggesting roles in skin cancer stroma expansion and vascular remodeling.
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.
September 2024 in “Gümüşhane Üniversitesi Sağlık Bilimleri Dergisi” In this study, the XGBoost algorithm successfully diagnosed polycystic ovary syndrome with an accuracy of 0.87 using a dataset from Kerala, suggesting its usefulness for classification problems in healthcare.
21 citations
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January 2018 in “Anticancer Research” This study suggests that NBCCS and BFHS may be the same genetic condition, which could help improve identification and management of misdiagnosed cases with specific surveillance strategies.
1 citations
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November 2024 In this study, VGG19 slightly outperformed MobileNetV2 in hair disease classification accuracy, achieving 98% compared to MobileNetV2's 97%. However, MobileNetV2 was faster and more computationally efficient, making it suitable for resource-limited settings.
June 2025 in “Biomacromolecules” In this study, researchers developed a GelMA-based gradient pH hydrogel that effectively reduced bacterial load and promoted fibroblast and endothelial cell proliferation, macrophage polarization, neovascularization, and hair follicle regeneration, offering a promising treatment for bacterially infected skin wounds.
July 2025 in “Journal of Neonatal Surgery” This study utilized U-Net's image-processing capabilities to achieve 92% accuracy in segmenting individual hair strands, enhancing early detection and reliable identification of hair fall areas, which assists in addressing challenges of subtle hair thinning that are difficult to see otherwise.
June 2023 in “Aesthetic Plastic Surgery” This study introduces the PRECISE scale, a quantitative tool to classify androgenetic alopecia, aiming to improve planning and outcomes for hair transplantation surgeries by evaluating the whole hairless and thinning areas.
September 2024 in “Dermatology Reports” In this study, 45 patients with advanced basal cell carcinoma treated with the medication sonidegib experienced a 24% incidence of alopecia, with detailed trichoscopic and LC-OCT examination revealing specific hair changes, suggesting LC-OCT might help identify early signs of alopecia from sonidegib use.
September 2023 in “Curēus” This case study describes a 21-year-old male diagnosed with Becker's nevus, characterized by hyperpigmented and hypertrichotic lesions that developed over several years.
September 2025 in “Journal of Cutaneous Medicine and Surgery”
November 1995 in “Dermatologic Surgery” This article describes a concentric mini-micrografting method for extensively bald patients that achieves natural-looking hair restoration and maintains a normal appearance at all stages of treatment.
This study developed a high-performance deep learning model using the Inception-ResNet v2 architecture to classify 10 hair disease classes, achieving an accuracy of 94.7% and balanced precision, recall, and F1-scores of 0.94, suggesting reliability for automated dermatology diagnostics.
February 2026 in “Australasian Journal of Dermatology” This study developed a handheld card to simplify the calculation of the SALT score for assessing alopecia areata severity, noting that while it accelerates the process, formal validation against existing methods is still needed.
61 citations
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June 2022 in “IEEE Journal of Biomedical and Health Informatics” This study introduced a novel deep clustering approach for melanoma detection from dermoscopic images, demonstrating improved performance over existing methods by mitigating class imbalance issues using a center-oriented margin-free triplet loss.
November 2024 in “Journal of Investigative Dermatology” The research aims to better understand hair follicle regulation and find new treatments for hair loss.
10 citations
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June 2024 in “American Journal of Clinical Dermatology” This review highlights that while sonidegib and vismodegib offer promising treatment options for advanced basal cell carcinoma, their use is often limited by treatment-emergent adverse events, which can be managed through protocol modifications and supportive interventions.
4 citations
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May 2005 in “Seminars in Plastic Surgery” This article discusses the development and refinement of the hair-micrografting technique in cosmetic surgery and reports no new clinical results.
4 citations
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August 2021 in “Pediatric dermatology” This study concluded that biotin, alone or combined with topical minoxidil, may effectively treat short anagen syndrome in children by enhancing anagen duration.
January 2010 in “Nihon Hou Kagaku Gijutsu Gakkaishi” This study concluded that their modified immunohistochemical staining protocol can determine the ABO blood group of both medullated and non-medullated scalp hair, potentially aiding in hair sample screening before DNA analysis.
19 citations
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June 2002 in “American Journal of Dermatopathology” This study found significant differences in bcl-2 expression between areas of the scalp affected and unaffected by androgenetic alopecia, suggesting a uniform follicle population or synchronized follicular cycling in affected areas.