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Research

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research Hair and Scalp Disease Detection using Machine Learning and Image Processing

5 citations , December 2022 in “arXiv (Cornell University)”

This study used a deep learning approach that successfully predicts alopecia, psoriasis, and folliculitis with a 2D convolutional neural network, achieving a training accuracy of 96.2% and validation accuracy of 91.1%.

research Hair and Scalp Disease Detection using Machine Learning and Image Processing

3 citations , January 2023 in “European Journal of Information Technologies and Computer Science”

This study found that a deep learning approach successfully predicted three types of hair and scalp diseases with high accuracy, despite challenges in dataset availability and image variety.

research Trichoscopy and Computational Models for Hair and Scalp Disorders: Image Analysis, Quantification, and Clinical Integration

March 2026 in “Applied Sciences”

In this scoping review, researchers observed that while AI-assisted trichoscopy holds promise for standardized assessments of hair and scalp disorders, its clinical translation is limited by small proprietary datasets, inconsistent validation protocols, and a scarcity of real-world clinical studies.

research DETECTION OF HAIR FALL AND SCALP DISORDERS THROUGH ML AND IMAGE PROCESSING

November 2025 in “Kufa Journal of Engineering”

This study explored deep learning's potential in diagnosing scalp conditions like alopecia, psoriasis, and folliculitis, using a two-dimensional Convolutional Neural Network, achieving high accuracy and precision despite challenges of a small and uneven dataset.

research A Segmental Approach to Scoring Hair Density from Global Images: Introducing the Scalp Coverage Scoring Method for Clinical Trials and Practice

June 2024 in “Nature Cell and Science”

In this research, experienced clinicians noted inconsistency in the reproducibility of the commonly used Hamilton-Ludwig scales for assessing pattern hair loss severity in photographic assessments, leading to the proposal of a new 5-point scale for staging female hair loss.

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Community Join

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community 29M, Noticing More Scalp Visibility After 3 Years of Hair Shedding

in General 68 upvotes 10 months ago

The user noticed increased hair loss over the past three years and is seeking advice. A suggestion was made to consult a dermatologist or trichologist and consider blood tests, particularly for vitamin D levels, to address potential androgenetic alopecia (AGA).

community 2022->2026, 3.5 years Fin, no min, trans male

81 upvotes 2 months ago

A trans male shared his 3.5-year experience using finasteride for hair loss, noting improvements in hair density and hairline thickness without using minoxidil due to health concerns. He also uses Tołpa Torf shampoos and scalp serums, and emphasizes the importance of mental health and self-image in his journey.

community Hair fall at 17

in Treatments 76 upvotes 1 year ago

The user is experiencing hair thinning and visible scalp at 18, seeking advice on whether it's genetic or a scalp condition. Suggested treatments include Minoxidil, finasteride, ketoconazole shampoo, and CBD oil with MCT.

community 166 days of scalp massage,. Update i dont know what to think….

in Chat 20 upvotes 6 months ago

Scalp massages may show slight improvement in hair appearance, but users suggest more aggressive treatments like finasteride or minoxidil for better results. Some users believe lighting and angles affect photo comparisons, and recommend combining massages with medication.

community Day 204 of scalp massage, for those who say that is not working….

in Chat 179 upvotes 5 months ago

The conversation discusses a user's hair growth routine involving scalp massages, dermastamping, and rosemary oil, with mixed opinions on its effectiveness. Some users suggest proven treatments like minoxidil and finasteride, while others debate the merits of alternative methods.

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Learn

6 / 801 results

learn Hair Multiplication

extract, clone, and reinsert your own hair cells

learn Hair Fibers

cosmetic product that temporarily makes hair appear thicker

Are hair fibers safe for sensitive scalps or people with dandruff and irritation? Hair fibers may irritate sensitive scalps and worsen dandruff conditions.

learn Scalp Micropigmentation

scalp tattoos to mimic the appearance of light stubble

What is Scalp Micropigmentation and how does it help people with visible hair loss? Scalp Micropigmentation creates the illusion of hair follicles on the scalp for visible hair loss.
Can Scalp Micropigmentation actually make hair look thicker, or is it just a cosmetic illusion? Scalp Micropigmentation creates the illusion of thicker hair by reducing scalp visibility.
Will scalp micropigmentation damage my existing hair or follicles? Scalp micropigmentation does not damage existing hair or follicles.

learn Botox

Can relaxing your scalp with Botox help reverse hair loss? Botox may help improve hair growth by relaxing scalp muscles and enhancing blood flow.

learn Hair Transplant

Hair transplantation moves DHT-resistant follicles from a donor area (back and sides of the scalp) into thinning or bald areas. The transplanted hair is generally permanent, though surrounding native hair can keep thinning.

learn Platelet-Rich Plasma

growth factors taken from your blood and injected into your scalp to stimulate hair

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Clinics

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All 94 clinic results →

Experts

1 / 1 results

Trichologist
Kirsten J. Scalp
Greenville, SC, United States

Kirsten J. Scalp