198 citations
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May 2021 in “Advanced Materials” This review discusses triboelectric nanogenerator (TENG) devices for body-integrated electrical stimulation therapy and suggests they may revolutionize personalized healthcare, but it reports no new clinical results.
June 2023 in “International journal on recent and innovation trends in computing and communication” This study found that ensemble machine learning models effectively predict hair fall by combining the strengths of individual algorithms, leading to higher accuracy, precision, and recall in identifying hair and non-hair fall instances compared to single algorithms.
This study documented that a CNN-KNN hybrid model achieved 98% accuracy in predicting hair breakage levels due to Telogen Effluvium, highlighting its potential for enhancing diagnosis and treatment in clinical dermatology through early detection of hair-related conditions.
6 citations
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August 2020 in “Journal of Pharmaceutical Innovation” This study found that a lipid nanoemulsion-based gel of finasteride for topical use improved hair growth and was effective against alopecia, with slow skin permeation and increased efficacy compared to a testosterone-treated group.
61 citations
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April 2023 in “Advanced Materials” This study introduced a viscoelastic dry electrode that successfully reduces motion artifacts in EP monitoring on hairy skin, maintaining stable performance for up to 48 days.
7 citations
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March 2024 in “Scientific Reports” This study reports that the new neighborhood face index (NFI) demonstrates a remarkably high correlation with the physiochemical properties of benzenoid hydrocarbons, highlighting its potential as a predictive tool.
December 2025 in “eTheses of Maulana Malik Ibrahim State Islamic University (Maulana Malik Ibrahim State Islamic University)” In this laboratory study, the researchers reported that an ethnomedicinal hair growth formula from East Nusa Tenggara, incorporating Kemiri, Kembang sepatu, Beringin, Mangkokan, and Waru, demonstrated significant antioxidant activity and effectively stimulated hair growth, suggesting potential development as a natural cosmeceutical.
5 citations
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April 2024 in “JAAD International” AI can accurately measure hair loss severity in alopecia areata.
In a rodent study, a flexible, self-powered triboelectric nanogenerator wound patch combining electrostimulation and photothermal effects was found to efficiently accelerate wound healing and hair follicle regeneration.
3 citations
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January 2019 in “Electronic Imaging” This study found that a lightweight Convolutional Neural Network model can accurately and quickly determine natural hair tone from high-resolution images of hair roots, outperforming other popular methods.
3 citations
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August 2020 in “bioRxiv (Cold Spring Harbor Laboratory)” This study found that the DNN-DTIs prediction model achieved high accuracy in predicting drug-target interactions, suggesting its potential application in drug repositioning and the discovery of new uses for existing drugs.
2 citations
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November 2012 in “Archimer (Ifremer)” This study found that progression ads are more persuasive for individuals with a weak fresh start mindset, whereas before/after ads are more effective for those with a strong fresh start mindset.
July 2026 in “Chemical Engineering Journal” 13 citations
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February 2025 in “Nature Communications” In this study, a deep neural network model called regX was developed to prioritize driver regulators for cell state transitions by incorporating gene-level regulation and interactions, showing potential therapeutic targets in type 2 diabetes and hair follicle development when applied to single-cell multi-omics data.
4 citations
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May 2022 in “International journal of molecular sciences” This study found that heat-killed Enterococcus faecalis EF-2001 promoted hair regrowth in mice, likely by increasing the expression of growth factors and marker genes.
March 2023 in “Oxford University Press eBooks”
April 2026 in “Zenodo (CERN European Organization for Nuclear Research)” In this study, Dodatek A operationalizes the Functional Androgen Axis framework by defining three system-level indices and an efficiency metric to describe androgen function, incorporating key methodological improvements and acknowledging significant limitations for future empirical validation.
June 2023 in “QJM: An International Journal of Medicine” This study found that injecting nanofat into the scalp significantly improved hair density and led to high patient satisfaction among 20 individuals with androgenic alopecia, with minimal side effects, although further research is necessary to refine the technique and confirm these results.
1 citations
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August 1985 in “Proceedings annual meeting Electron Microscopy Society of America” This study discusses using SEM/EDX for elemental analysis of hair samples in forensic science but notes challenges in detecting certain trace elements from raw hair.
January 2026 in “SSRN Electronic Journal” 12 citations
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January 2023 in “AAPS PharmSciTech”
1 citations
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October 2022 in “Scientific reports” This study found that nestin-expressing progenitor cells, capable of becoming ORS keratinocytes, are present in both developing and adult mouse hair follicles.
July 2024 in “Journal of Investigative Dermatology” ATR12-351 ointment safely delivers LEKTI protein to the skin, reducing enzyme activity in Netherton syndrome.
August 1995 in “Journal of The European Academy of Dermatology and Venereology” New therapy helps treat hair loss.
September 2004 in “Experimental Dermatology” This study developed a tissue-engineered model of innervated skin, allowing for examination of how epidermis and capillaries affect nerve growth and offering a tool for further research on skin-related processes.
20 citations
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September 2019 in “Nanomaterials” This study developed a portable electrospinning device that mimics hair for cosmetic thickening in a mouse model, showing performance comparable to benchtop models with added safety and cost benefits.
92 citations
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September 2019 in “ACS nano” This study observed that a wearable electric stimulation device significantly promoted hair regeneration in rats and mice, outperforming conventional pharmacological treatments and enhancing growth factor secretion.
April 2023 in “JMIR. Journal of medical internet research/Journal of medical internet research” This study found that pharmacists using the EVInews database for self-medication information achieved significantly higher quality scores compared to those using other web-based sources.
2 citations
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January 2022 in “Hair transplant forum international” This article introduces the Follicular Unit Excision-Linear Ellipse (FUE-LE) technique, which integrates both FUE and the linear ellipse method for optimal hair restoration, but presents no new clinical results.