8 citations
,
December 2022 in “Journal of Translational Medicine” This study found that the WNMFDDA model effectively predicts drug-disease associations, achieving high accuracy in cross-validation and confirming most candidate associations through existing databases.
1 citations
,
January 2021 in “SISTEMASI” This study found that the multi-thresholding method was the most effective for segmenting hair during laser removal, as it clearly distinguished hair patterns with minimal noise.
9 citations
,
March 2014 in “Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE” This study developed a novel multi-scale image descriptor using dictionaries for classifying histological images, achieving average recall and precision measures of 0.81 and 0.86 in identifying specific skin structures and pathologies.
January 2025 in “Communications in computer and information science” HairLossMultinet accurately classifies hair damage with 98% accuracy but needs a more diverse dataset for broader use.
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.
69 citations
,
May 1997 in “Veterinary Pathology” This study found that the angora mouse mutation prolongs the anagen phase, resulting in excessively long hair and follicular abnormalities, without involving circulating hair cycle factors.
22 citations
,
October 2004 in “Journal of Investigative Dermatology” This study identified the rough coat mutation in mice, but found that LOXL is not the causal gene, although its downregulation might contribute to related phenotypic changes.
9 citations
,
July 2007 in “Circulation Research” This study found that disruptions in planar cell polarity signaling are implicated in congenital heart defects and cardiomyopathy in developing mouse hearts, associated with early cardiomyocyte disorganization and improper heart looping.
1 citations
,
November 2004 in “International Journal of Cosmetic Science” In this study, synchrotron-powered infrared microscopy revealed that hair follicles are a favored penetration pathway for cyanophenol and ethylhexyl methoxycinnamate in human skin, without altering protein secondary structure.
July 2026 in “Journal of King Saud University - Computer and Information Sciences” This study introduced a novel framework that significantly improves the accuracy of alopecia areata lesion segmentation in semi-supervised scenarios, outperforming existing methods and aiding in the disease's diagnosis, treatment, and staging, which can impact quality of life and mental well-being.
September 2025 in “The Open Dermatology Journal” In this study, the Tibot AI application showed high diagnostic accuracy for adnexal and pigmentary disorders and cutaneous tumors in dermatology, but was less effective for immunological disorders and infestations, suggesting the need for further dataset refinement.
June 2022 in “Frontiers in Genetics” Machine learning is effective in predicting gene functions and their relationships with diseases.
7 citations
,
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.
1 citations
,
January 2024 in “IEEE access” This study found that their proposed method for facial image restoration using Denoising Diffusion Probabilistic Models produced higher-quality results compared to traditional methods, particularly improving face recognition accuracy with different types of masks.
5 citations
,
June 2022 in “Biophysical Journal” This study used a probabilistic Boolean network model to explore hair follicle cell fate regulation and predicted that varying TGF-β levels, in coordination with BMP and TNF, can influence either apoptosis or cell proliferation during different follicle growth stages.
July 2025 in “bioRxiv (Cold Spring Harbor Laboratory)” This study developed a potent Wnt surrogate with high specificity for the Fzd7 receptor in mice, promoting full hair follicle regeneration and robust hair growth, suggesting potential applications in tissue development and targeted regeneration.
March 2026 in “Zenodo (CERN European Organization for Nuclear Research)” This source describes a collection of geometric medicine formulations aimed at comprehensive hair restoration and permanent hair removal, with claimed simulation results indicating complete baldness reversal and effective hair removal, but results are sourced from theoretical and simulation-based findings without reported clinical trials.
March 2026 in “Zenodo (CERN European Organization for Nuclear Research)” This abstract describes a hair treatment series promising complete restoration of hair in cases of baldness and permanent hair removal, supported by theoretical formulations but without clinical result reports.
December 2024 in “International Journal of experimental research and review” In this study, the integration of obesity-related features and machine learning techniques significantly enhanced cardiovascular disease detection, with the XGBoost classifier achieving a 74% accuracy rate and improved metrics compared to other models.
3 citations
,
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
,
May 2023 in “arXiv (Cornell University)” This study found that current automatic text generation metrics do not predict human preference judgments for long-form question answering, and suggests adopting a multi-faceted evaluation approach focusing on aspects like factuality and completeness.
106 citations
,
August 2024 in “Annals of Medicine and Surgery” This paper reviews AI integration in robotic surgical systems, highlighting enhanced precision and reduced fatigue but noting challenges like high costs and ethical concerns, suggesting responsible adoption to realize potential benefits for surgical care.
70 citations
,
August 2019 in “European Journal of Medicinal Chemistry” 66 citations
,
June 2020 in “Advanced Intelligent Systems” This review discusses the evolution of surgical robotics and examines the potential and current limitations of autonomous and intelligent systems in robotic-assisted surgeries.
63 citations
,
February 2024 in “BMC Psychology” This study reports that emotion recognition technology integrated with intelligent devices is advancing applications to support emotion recognition and interventions, though further research is needed for effective use in dynamic or complex environments.
63 citations
,
April 2005 in “Mechanisms of development” This study found that heterozygous mice overexpressing Claudin-6 experienced alterations in epidermal and hair follicle differentiation, leading to distinctive coat characteristics and a disrupted epidermal permeability barrier.
45 citations
,
October 2015 in “BMC Genomics” This study identified morphotype-specific gene expression patterns in feathers, enhancing understanding of the molecular and cellular processes involved in feather development and diversification.
40 citations
,
September 2010 in “Journal of Biological Chemistry” This study found that keratin K80, structurally similar to hair keratins, is broadly expressed in various epithelial tissues and is involved in intermediate filament formation with multiple type I partners.
39 citations
,
June 2019 in “Nanomaterials” This paper suggests that coating hair with drug-loaded nanotubes may offer durable drug delivery and color applications, with potential for both human and veterinary uses.
35 citations
,
April 2008 in “Journal of Biological Chemistry” This study found that the lack of expression and deletion of specific hair keratin genes on chromosome 7q36 in Hirosaki hairless rats suggests the crucial role of these genes in hair growth.