Innovative Approaches to Baldness Detection and Management with Artificial Intelligence and Machine Learning
January 2026
in “
Archives of Dermatological Research
”
Research cited in this study
42 / 42 resultsresearch Identifying Effective Immune Biomarkers in Alopecia Areata Diagnosis Based on Machine Learning Methods
Machine learning can help find new ways to treat alopecia areata.
research Restoration of Follicular β-Catenin Signaling by Mesenchymal Stem Cells Promotes Hair Growth in Mice with Androgenetic Alopecia
Stem cells from umbilical cords can help regrow hair in mice with hair loss.
research Efficacy and Safety of Laser Therapy and Phototherapy in Cicatricial and Non-Cicatricial Alopecia: A Systematic Review Study
Light/laser therapy can effectively increase hair density in some types of alopecia, especially androgenic alopecia and alopecia areata.
research Status of Research on the Development and Regeneration of Hair Follicles
New regenerative medicine-based therapies for hair loss look promising but need more clinical validation.
research Efficacy of Topical Minoxidil and Oral Spironolactone Versus Minoxidil and Finasteride in Androgenic Alopecia
Both minoxidil-spironolactone and minoxidil-finasteride treatments work for hair loss, but minoxidil-spironolactone is slightly more effective, especially in women.
research Androgenetic Alopecia: Therapy Update
There are many treatments for common hair loss, but more trials are needed to decide which are best.
research Integrative and Mechanistic Approach to the Hair Growth Cycle and Hair Loss
A holistic approach is needed to effectively address hair loss by understanding and influencing the hair growth cycle.
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 An Analysis of Alopecia Areata Classification Framework for Human Hair Loss Based on VGG-SVM Approach
The VGG-SVM method accurately identifies and classifies stages of Alopecia Areata and other hair loss conditions.
research Deep Learning-Based Trichoscopic Image Analysis and Quantitative Model for Predicting Basic and Specific Classification in Male Androgenetic Alopecia
A deep learning model accurately predicts male hair loss types using scalp images.
research Classification Framework for Healthy Hair and Alopecia Areata: A Machine Learning Approach
Machine learning can accurately identify Alopecia Areata, aiding in early detection and treatment of this hair loss condition.
research Topical Treatment for Scarring and Non-Scarring Alopecia: An Overview of the Current Evidence
Minoxidil and finasteride are the best for non-scarring hair loss; more research is needed for scarring hair loss treatments.
research How Good Is Artificial Intelligence at Solving Hairy Problems? A Review of AI Applications in Hair Restoration and Hair Disorders
AI is effective in diagnosing and treating hair disorders, including detecting hair loss and scalp conditions with high accuracy, but it should supplement, not replace, doctor-patient interactions.
research Hormonal Effects on Hair Follicles
Hormones like testosterone and estrogen significantly affect hair growth and structure.
research ScalpEye: A Deep Learning-Based Scalp Hair Inspection and Diagnosis System for Scalp Health
ScalpEye accurately diagnoses scalp issues like dandruff and hair loss.
research Scalp Pruritus: Review of the Pathogenesis, Diagnosis, and Management
Itchy scalp is common, linked to various conditions, and hard to treat effectively.
research Platelet-Rich Plasma for Androgenetic Alopecia: A Review of the Literature and Proposed Treatment Protocol
PRP shows promise for hair loss treatment, with three initial monthly injections and maintenance every 3-6 months.
research Scalp Condition Impacts Hair Growth And Retention Via Oxidative Stress
Healthy scalp reduces hair loss by managing oxidative stress.
research GWAS for Male-Pattern Baldness Identifies 71 Susceptibility Loci Explaining 38% of the Risk
Researchers found 71 genetic regions linked to male pattern baldness, which account for 38% of its genetic risk.
research Meta-Analysis Identifies Novel Risk Loci and Yields Systematic Insights into the Biology of Male-Pattern Baldness
Researchers found 63 genes linked to male-pattern baldness, which could help in understanding its biology and developing new treatments.
research Genetic Prediction of Male Pattern Baldness
Genetic factors can help predict male pattern baldness risk.
research Hair Pull Test: Evidence-Based Update and Revision of Guidelines
The normal range for the hair pull test is 2 hairs or fewer, and washing or brushing hair before the test does not affect the results.
research The Diagnosis and Treatment of Hair and Scalp Diseases
Hair loss requires customized treatments based on its various causes and types.
research Randomized Placebo-Controlled, Double-Blind, Half-Head Study to Assess the Efficacy of Platelet-Rich Plasma on the Treatment of Androgenetic Alopecia
PRP treatment helps hair growth and density in androgenetic alopecia patients.
research Classifications of Patterned Hair Loss: A Review
Different types of hair loss need specific treatments, and while many classification systems exist, each has its flaws; more research is needed to refine these systems and treatments.
research Evaluation of DNA Variants Associated with Androgenetic Alopecia and Their Potential to Predict Male Pattern Baldness
DNA variants can predict male pattern baldness, with higher risk scores increasing baldness likelihood.
research Scalp Dermoscopy or Trichoscopy
Trichoscopy is a quick, noninvasive method to diagnose hair and scalp disorders, often reducing the need for biopsies.
research Assessment of the Usefulness of Dihydrotestosterone in the Diagnostics of Patients with Androgenetic Alopecia
DHT's role in hair loss is important, but measuring its level for diagnosis is questionable.
research Androgenetic Alopecia, Metabolic Syndrome, and Insulin Resistance: Is There Any Association? A Case-Control Study
Hair loss linked to metabolic issues and insulin resistance; early assessment may reduce future health risks.
research Phototrichogram Analysis of Normal Scalp Hair Characteristics with Aging
Hair gets thinner and grayer with age, and density decreases more in men on top and in women on top and back.
research How to Diagnose Hair Loss
The document concludes that using specific tools and tests is essential for identifying the cause of hair loss and deciding on the right treatment.
research Automated Digital Image Analysis (TrichoScan) for Human Hair Growth Analysis: Ease Versus Errors
TrichoScan often makes mistakes and needs improvement for correct hair growth analysis.
research Controlled Delivery of T-box21 Small Interfering RNA Ameliorates Autoimmune Alopecia in a C3H/HeJ Mouse Model
Controlled delivery of specific RNA and IL-4 restored hair growth in mice with autoimmune alopecia.
research Finasteride
research A New Classification of Pattern Hair Loss That Is Universal for Men and Women: Basic and Specific (BASP) Classification
The BASP classification is a detailed and accurate way to categorize hair loss in both men and women.
research Topical Application of Ketoconazole Stimulates Hair Growth in C3H/HeN Mice
Putting ketoconazole on the skin can help mice grow hair.
research Minoxidil: Mechanisms of Action on Hair Growth
Minoxidil boosts hair growth by opening potassium channels and increasing cell activity.
research TrichoScan: A Novel Tool for the Analysis of Hair Growth In Vivo
TrichoScan is a reliable method for measuring hair growth and is useful for assessing hair loss treatments.
research Androgenetic Alopecia: Pathogenesis and Potential for Therapy
Hair loss needs more research for better treatments.
research Effect of Latanoprost on Hair Growth in the Bald Scalp of the Stump-Tailed Macaque: A Pilot Study
Latanoprost, a glaucoma drug, showed potential for promoting hair growth in bald monkeys, especially at higher doses.
research Diagnostic and Predictive Value of Horizontal Sections of Scalp Biopsy Specimens in Male Pattern Androgenetic Alopecia
Horizontal scalp biopsy sections effectively diagnose and predict MPAA, with follicular density and inflammation impacting hair regrowth.
research Natural Progression of Male Pattern Baldness in Young Men
Young men with male pattern baldness lose hair density over time without treatment.