1 citations
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May 2022 in “Journal of Drugs in Dermatology” This case report describes a patient with lichen planopilaris who experienced remarkable hair regrowth at a previously scarred area after treatment with low-dose naltrexone and platelet-rich plasma, following minimal response to other therapies.
39 citations
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November 2017 in “PubMed” This case series reported that low-dose naltrexone may benefit patients with lichen planopilaris by reducing scalp symptoms and slowing disease progression, with no adverse effects observed in the patients.
April 2026 in “International Journal of Engineering Research and Science & Technology” This study reports that an Explainable AI-based hair health prediction system using a novel hybrid model outperformed traditional machine learning methods, achieving high accuracy in predicting key factors and providing personalized recommendations.
3 citations
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March 2024 in “Journal of the American Academy of Dermatology” Low-dose naltrexone helps improve symptoms and stabilize frontal fibrosing alopecia and lichen planopilaris.
Nonlinear artificial neural networks are better at identifying different types of animal hair than linear ones.
2 citations
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January 2024 In this study, researchers proposed a deep learning approach combining genetic, hormonal, scalp health, and lifestyle data to predict hair loss, employing CNNs for image analysis and RNNs for modeling data over time, although specific results are not reported.
6 citations
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February 2024 in “JAAD International” ChatGPT is preferred for creating dermatology patient handouts, but all models can be useful with oversight.
January 2009 in “Elsevier eBooks” Low level laser therapy may help with hair loss.
3 citations
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March 2024 in “arXiv (Cornell University)” This study describes an AI-powered system for diagnosing dermatological conditions, achieving a weighted score of 0.87 in both contextual understanding and diagnostic accuracy, suggesting it could enhance tele-dermatology applications by supporting remote consultations and care access in underserved regions.
4 citations
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January 2019 in “Dermatology Online Journal” This article discusses the potential of low-dose naltrexone as an adjuvant therapy for trichodynia in alopecias, noting its anti-inflammatory properties and need for further research.
In this study, baseline neutrophil-to-lymphocyte ratio (NLR) was associated with predicting early trichoscopic response in patients undergoing PRP-based treatment for non-scarring alopecia.
1 citations
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October 2025 in “PLoS ONE” In this study, researchers found that overexpression of LncRNA RP11-818O24.3 in hair follicle stem cells promotes their proliferation, self-renewal, and differentiation while inhibiting apoptosis through the FGF2-mediated PI3K/AKT signaling pathway, suggesting potential therapeutic applications for hair loss treatment.
November 2025 in “Kufa Journal of Engineering” This study explored deep learning's potential in diagnosing scalp conditions like alopecia, psoriasis, and folliculitis, using a two-dimensional Convolutional Neural Network, achieving high accuracy and precision despite challenges of a small and uneven dataset.
This study developed an expert system to help diagnose causes of hair loss and found it effective and satisfactory when evaluated by medical students, suggesting it could be valuable for both physicians and patients dealing with hair loss issues.
August 2025 in “BMC Pharmacology and Toxicology” The LTF gene may help predict and manage nonspecific orbital inflammation.
January 2018 in “Hair transplant forum international” This study explores the use of low-dose naltrexone as a novel treatment for lichen planopilaris, but specific results or outcomes are not detailed in the abstract.
7 citations
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October 2023 in “Journal of Intelligent & Fuzzy Systems” This study proposed and tested an Ensemble Pre-Learned Deep Learning and Optimized Long Short-Term Memory (EPL-OLSTM) model for classifying Alopecia Areata, achieving a 93.1% accuracy in differentiating healthy from varying severity levels of AA scalp hair using specific datasets.
This study found that low-level laser therapy (LLLT) may enhance hearing recovery after noise-induced hearing loss in rats.
10 citations
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January 2010 in “Journal of cosmetic and laser therapy” This article describes a non-blinded study investigating low level laser therapy for seven patients but reports no new clinical findings.
January 2024 in “Wiadomości Lekarskie” In this study, researchers developed a novel computational framework using deep reinforcement learning to identify strategies for cellular reprogramming in gene regulatory networks, showing its effectiveness in a model of immune response against infection.
August 2019 in “Research Square (Research Square)” This study explored how long non-coding RNA mediates the effects of FGF5 on the hair follicle development and villus growth of Liaoning cashmere goats.
June 2024 in “World Journal of Management Science” This abstract describes Upubscience Publisher as a prominent publisher of over 40 open access, peer-reviewed journals across numerous academic fields, supported by an editorial team of leading researchers. Results are not reported in this description.
17 citations
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April 2021 in “Biointerface Research in Applied Chemistry” This review discusses nanostructured lipid carriers and their potential applications in pharmaceuticals and food, offering no new clinical findings but highlighting recent advancements and patents.
5 citations
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November 2014 in “Hair transplant forum international” This article introduces a series on low level laser light therapy, focusing on its science, regulatory aspects, and controlled trial methodologies, but reports no new clinical results.
August 2025 in “International Journal of Research Publication and Reviews” This study suggests that stress intensity is highly correlated with hairfall severity, highlighting the potential of an inexpensive and accessible machine learning approach for forecasting and prevention.
2 citations
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January 2023 in “Curēus” In this study, low-dose naltrexone significantly reduced erythema in patients with frontal fibrosing alopecia and lichen planopilaris after one year, but no significant improvements were seen in other symptoms.
January 2024 in “Wiadomości Lekarskie” This source reports that clinical trials using advanced Deep Brain Stimulation systems, augmented with AI to integrate kinematic data, eye tracking, and cognitive assessments, show promise in improving diagnostic accuracy and monitoring symptoms for patients with Parkinson's disease.
3 citations
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August 2024 in “Molecular Biology Reports” This study found that the lncRNA018392, responsive to melatonin, accelerates cell proliferation in cashmere goats by recruiting the transcription factor SPI1 to upregulate the nearby gene CSF1R, which may explain the molecular mechanisms of cashmere growth.
April 2023 in “Research Square (Research Square)” This study found that melatonin-mediated lncRNA018392 accelerated cell proliferation and inhibited apoptosis in cashmere goat skin fibroblasts by upregulating the expression of the nearby gene CSF1R.