research Hair Disease Classification Using Convolutional Neural Network Algorithm with VGG-16 Architecture
The system can accurately classify hair diseases with 94.5% accuracy using a CNN.
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research Hair Follicle Classification and Hair Loss Severity Estimation Using Mask R-CNN
An intelligent system can classify hair follicles and measure hair loss severity with reasonable accuracy.
research Methods of Transfer Learning for Multiclass Hair Disease Categorization
Transfer learning with three neural network architectures accurately classifies hair diseases.
research Investigating Different Deep Learning Models for Classification of Folliculitis
GoogLeNet is the best model for identifying folliculitis.
research Generative Adversarial Networks for Anonymous Acneic Face Dataset Generation
The method creates realistic, anonymous acne face images for research, achieving 97.6% accuracy in classification.
research Convolutional Neural Networks for Non-Invasive Diagnosis of Androgenetic Alopecia Using Dermoscopic Hair Images
Deep learning can improve non-invasive alopecia diagnosis using hair images.
research Automated Skin Surface Phenotype for Melanoma Risk Assessment
An automated method accurately assesses melanoma risk using 3D body images to analyze skin traits.
research Hair and Scalp Disease Detection Using Machine Learning and Image Processing
The machine learning model accurately detected hair loss and scalp diseases using processed images.
research Automating Hair Loss Labels for Universally Scoring Alopecia from Images
The AI system HairComb accurately scores hair loss severity, matching dermatologist assessments.
research (-)-Cannabidiol Differentially Influences Hair Growth
CBD can either promote or inhibit hair growth depending on the concentration used.
research Optimizing Skin Disease Diagnosis: Harnessing Online Community Data With Contrastive Learning and Clustering Techniques
Researchers improved a skin disease diagnosis model using online images, achieving up to 49.64% accuracy.
research CCR5 Blockade Shows Prevention of Alopecia Areata Development as Well as Improvement of Alopecia Areata
Blocking CCR5 can prevent and improve hair loss in alopecia areata.
research Loss of Langerhans Cells in Scar Lesion of Lichen Planopilaris Is Caused by Downregulation of Integrin αvβ6 in the Epidermal Keratinocytes
Scarred skin in lichen planopilaris loses immune cells due to a decrease in a specific protein in skin cells.
research Glycogen Metabolism and Cori Cycle in Human Hair Follicles
Human hair follicles have a unique way of using energy and might use the Cori cycle; blocking CCR5 could help treat hair loss.
research Spironolactone for Treatment of Concomitant Female Pattern Hair Loss in Scarring Alopecia Patients
Spironolactone safely and effectively treats hair loss in female scarring alopecia patients.
research SFRP2/DPP4 and FMO1/LSP1 Define Major Fibroblast Populations in Human Skin
Two main types of fibroblasts with unique functions and additional subtypes were identified in human skin.
research Fully Functional Hair Follicle Regeneration Through the Rearrangement of Stem Cells and Their Niches
Regenerated fully functional hair follicles using stem cells, with potential for hair regrowth therapy.
research Roles of Jumonji and Jumonji Family Genes in Chromatin Regulation and Development
Jumonji genes are important for development and their mutations can cause abnormalities, especially in the heart and brain.
research Dental Cell Type Atlas Reveals Stem and Differentiated Cell Types in Mouse and Human Teeth
The research identified various cell types in mouse and human teeth, which could help in developing dental regenerative treatments.
research TNF Superfamily in Skin Appendage Development
TNF family proteins are crucial for the development of skin features like hair, teeth, and mammary glands.
research Novel TMEM173 Mutation and the Role of Disease-Modifying Alleles
A new mutation in the STING protein causes a range of symptoms and its severity may be affected by other genetic variations; treatment with a specific inhibitor showed improvement in one patient.
research The Molecular Mechanism Underlying the Proliferating and Preconditioning Effect of Vitamin C on Adipose-Derived Stem Cells
Vitamin C helps adipose-derived stem cells grow and may support hair growth.
research Aspect-Level Drug Reviews Sentiment Analysis Based on Double BiGRU and Knowledge Transfer
A model called PM-DBiGRU was developed for analyzing sentiments in drug reviews, and it performed better than other models, but struggled with complex sentences and situations requiring background knowledge.
research Respiratory, Dermal, and Eye Irritation Symptoms Associated with Corexit EC9527A/EC9500A Following the Deepwater Horizon Oil Spill: Findings from the GuLF Study
Exposure to Corexit dispersants during the oil spill cleanup was linked to increased respiratory and eye irritation symptoms in workers.
research Combined Deletion of the Vitamin D Receptor and Calcium-Sensing Receptor Delays Wound Re-Epithelialization
Removing vitamin D and calcium receptors in mice skin cells slows down skin wound healing.
research Identification of Key Genes Induced by Platelet-Rich Plasma in Human Dermal Papilla Cells Using Bioinformatics Methods
Platelet-rich plasma may help hair follicle cells grow by affecting certain genes and pathways.
research A Preliminary Study of Differentially Expressed Genes in Expanded Skin and Normal Skin: Implications for Adult Skin Regeneration
The study found that expanded skin regenerates similarly to normal skin, with 77 genes playing a role in the process.
research Retrospective Assessment of Follicular Unit Density in Asian Men With Androgenetic Alopecia
Asian men with hair loss have different follicular densities: East/Southeast 61.1, South 63.5, West 63.6 FU/cm².
research Co-Administration of 5α-Reductase Inhibitors Worsens the Adverse Metabolic Effects of Prescribed Glucocorticoids
Taking 5α-reductase inhibitors with prednisolone can worsen its negative effects on metabolism.
research Functional Hair Follicle Regeneration by the Rearrangement of Stem Cells
Stem cells rearrangement regenerates functional hair follicles, potentially treating hair loss.