February 2026 in “International journal of intelligent engineering and systems” This study proposes a new method for hair segmentation that improved performance in skin lesion images, as indicated by an increase in the Dice score from 76.97% to 79.08%.
January 2024 in “Research Square (Research Square)” This study identified robust susceptibility genes and potential drug candidates for male-pattern baldness, providing insights into the condition's molecular mechanisms.
In this study, machine learning-based computer-aided diagnosis significantly improved accuracy in diagnosing alopecia areata compared to traditional visual methods, achieving up to 91.9% accuracy using different classifiers like CNN, SVM, and random forest models.
232 citations
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January 2016 in “BMC Bioinformatics” This study found that using curated biomedical databases as training examples for information extraction tasks in Genome-Wide Association Studies can outperform cost-insensitive methods, demonstrating their potential use without expert annotation.
November 2021 in “Evidencia” In this study, the use of finasteride in young patients may be linked to a higher risk of anxiety, depression, and suicide-related adverse events.
2 citations
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July 2025 in “Drug development & registration” This study developed and tested a new algorithm for analyzing coat and skin coloration in laboratory animals, using digital images and hierarchical color clustering, which effectively quantified color proportions and tracked changes over time without specialized software.
32 citations
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December 2004 in “BMC Public Health” This study found that trained observers using the Hamilton-Norwood classification were very reliable in assessing balding patterns, while men's self-assessments were moderately accurate compared to observers.
203 citations
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November 1984 in “Journal of the American Academy of Dermatology” This study presents evidence suggesting that androgenetic alopecia is most likely inherited through a polygenic model, challenging the traditional view that it is caused by a simple Mendelian autosomal dominant gene.
158 citations
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January 2015 in “Artificial Intelligence in Medicine” This study found that DrugNet, a network-based prioritization method, effectively improves drug repositioning tasks, achieving high performance in validation tests and clinical trial comparisons.
1 citations
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July 2025 in “Science & Education” This study introduces a framework to help laypeople evaluate scientific information based on its relevance to specific needs by categorizing causal information into two epistemic games, enhancing their ability to make informed decisions, with a focus on genetics education for practical application.
The researchers reported that a new computational method using side-effect data from social media effectively recovers known drug indications and identifies trial indications, suggesting utility for computational drug repositioning.
This study utilized the Random Forest Algorithm to create a machine learning model aimed at accurately predicting hair loss by considering complex datasets involving genetic, hormonal, lifestyle, and environmental factors, but specific outcomes were not reported.
2 citations
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September 1974 in “Academy of Management Journal” Karl E. Weick recommended focusing on everyday events and smaller organizations to improve organizational theory.
867 citations
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November 2020 in “Nature Communications” This review discusses the challenges of interpreting observational studies on COVID-19 due to biases from non-representative samples, such as collider bias, and suggests better sampling methods to mitigate these issues.
25 citations
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October 2007 in “Developmental biology” In this study, transgenic mice altered to express a Clim-inhibiting molecule under a keratin promoter showed corneal degradation and hair follicle failure, highlighting Clim proteins' role in maintaining these tissues.
12 citations
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October 2015 in “PubMed” This study found that topical minoxidil is more effective than placebo in promoting hair growth in androgenetic alopecia, although cosmetically acceptable results occur only in a subset of patients.
8 citations
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January 2020 in “Acta dermato-venereologica” This pilot study found that platelet-rich plasma injections did not improve hair growth in men with androgenetic alopecia.
6 citations
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March 2022 in “Frontiers in drug discovery” This review summarizes 25 small molecule drugs with in vitro and in vivo data for COVID-19 treatment, highlighting their structural diversity and potential to guide future antiviral discovery.
5 citations
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May 2021 in “EMBO journal” This review discusses the role of polarity signaling in coordinating tissue mechanics, micro-environmental functions, and cell fate decisions, but it reports no new results, highlighting the need for further study in mammalian models.
3 citations
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January 2021 in “Postepy Dermatologii I Alergologii” Yes, smoking damages your skin.
1 citations
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March 2025 in “Journal of Investigative Dermatology” Metabolic issues may trigger lymphocytic cicatricial alopecia, and treatments targeting these issues could help.
May 2026 in “Russian Journal of Skin and Venereal Diseases” This study found that salmon tissue-derived exosomes showed significantly greater improvements in hair density and other parameters compared to platelet-rich plasma in patients with mild to moderate androgenetic alopecia.
May 2026 in “Acta Dermato Venereologica” This study observed that patients with acute alopecia areata treated with Janus kinase inhibitors achieved a higher rate of complete hair regrowth by week 24 compared to those with non-acute disease, highlighting the benefits of early intervention.
May 2024 in “Archives of Dermatological Research” TAT-GILZ peptide promotes hair growth by boosting stem cell activity.
May 2024 in “JAAD Case Reports” This case report describes a 29-year-old man with a year-long non-itchy skin eruption and hair loss, with distinct papules and plaques across his scalp, beard, body, and suprapubic regions, but no systemic symptoms or family history of autoimmune disease.
12 citations
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September 2012 in “Computer Graphics Forum” This study developed a method that combines image-based and simulation techniques to improve the reconstruction of hair dynamics from multi-view videos, enabling accurate hair motion representation and animation.
34 citations
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January 2020 in “IEEE Access” This study reported that the PM-DBiGRU model enhances aspect-level sentiment classification in drug reviews, outperforming existing methods on the newly proposed SentiDrugs dataset.
3 citations
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April 2025 in “Journal of Clinical Epidemiology” This study found that non-blinded assessors in randomized clinical trials exaggerated the effects of experimental interventions by about 29% compared to blinded assessors, indicating a significant potential for observer bias in treatment evaluations.
January 2016 in “프로그램북(구 초록집)” This study found that the revised BASP classification for pattern hair loss, which addresses certain limitations of the original, could serve as an alternative option despite a decrease in clinical accuracy and ease of use.
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.