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research Pre-trained classification of scalp conditions using image processing

15 citations , August 2020 in “Indonesian Journal of Electrical Engineering and Computer Science”

This study found that a pre-trained image processing technique accurately classified scalp conditions with 85% accuracy, suggesting potential for automated diagnosis and treatment selection.

research Prediction of Alopecia Areata using CNN

15 citations , May 2023

The authors of this study developed a novel CNN architecture aimed at improving detection of Alopecia Areata through image-based datasets, achieving a top accuracy of 98% compared to four other machine learning models.

Hair Disease Classification Using Convolutional Neural Network Algorithm with VGG-16 Architecture

research Hair Disease Classification Using Convolutional Neural Network (CNN) Algorithm with VGG-16 Architecture

October 2023 in “Sinkron”

This study demonstrated that a CNN-based model using VGG-16 architecture achieved a 94.5% accuracy in classifying ten types of hair diseases, implying a promising tool for aiding health professionals in diagnosing hair conditions accurately.

research Using morphological operators and inpainting for hair removal in dermoscopic images

11 citations , June 2017

This study presents a new approach to automatically remove hair artifacts from dermoscopic images, which reportedly performed well compared to existing methods like DullRazor using the PH2 datasets.

research Multi-Class Support Vector Machine Classification for Detecting Alopecia Areata and Scalp Diseases

5 citations , October 2023 in “International Journal on Recent and Innovation Trends in Computing and Communication”

In this study, researchers developed a novel image processing method using a multi-class support vector machine that achieved an 89.3% accuracy in classifying alopecia areata and related conditions, outperforming existing models in classification accuracy.

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community Community progress images being misused for marketing snake oil on instagram. Images attached.

in Progress Pictures 137 upvotes 2 years ago

Instagram accounts are misusing community hair progress pictures for marketing scams. Users suggest watermarking images to prevent misuse.

community Derminator2 causing scars (microscope images attached)

in Microneedling 61 upvotes 2 years ago

User experienced scarring from microneedling at fast speed and paused treatment for 3-4 weeks to recover. Advice given includes waiting a full month for recovery to avoid scars.

community Can I fill my hairline similar to the second image with 1.500 grafts?

2 upvotes 2 weeks ago

The conversation discusses using finasteride and minoxidil for hair loss treatment and considering a hair transplant in Turkey with 1,500 grafts to improve the hairline. It highlights the importance of choosing a reputable clinic to avoid visible scars if maintaining a shaved head.

community Struggling with Balding at 21: Seeking Advice on Implants and Self-Image

in Basic Questions 165 upvotes 3 months ago

The conversation is about a 21-year-old seeking advice on managing hair loss, considering options like shaving, hair implants, or using treatments like finasteride and minoxidil. The user is concerned about self-image and the social implications of being bald at a young age.

community 38 day fin update w/ new hair count and image data (350 @ crown, 100+ @ right temple)

6 years ago

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