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research Research on hair removal algorithm of dermatoscopic images based on maximum variance fuzzy clustering and optimization Criminisi algorithm

6 citations , July 2022 in “Biomedical Signal Processing and Control”

This study presents a new hair removal algorithm for dermatoscopic images of skin lesions that improves hair detection accuracy by 2–7% and hair repair accuracy by 2–5% on average, using advanced techniques like maximum variance fuzzy clustering, Criminisi priorities, and the ant colony algorithm.

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 Boundary-aware Multi-stage with Mobile U-Net for Hair Segmentation in Dermoscopic Images

February 2026 in “International journal of intelligent engineering and systems”

This study proposes a new method for hair segmentation that improved performance in skin lesion images, as indicated by an increase in the Dice score from 76.97% to 79.08%.

research Hair cluster detection model based on dermoscopic images

February 2024 in “Frontiers in physics”

This study developed a model for detecting sparse hair clusters using enhanced object detection neural networks and medical images, which accurately identifies and counts sparse hair clusters with greater accuracy and efficiency than existing methods.

research Dermoscopic image of the hairs in a very early lesion of tinea capitis caused by Trichophyton rubrum

March 2024 in “Clinical Case Reports”

In this study, the authors emphasize the importance of not ignoring the partial presence of comma or harpin hairs and black spots when identifying early lesions of tinea capitis, which may initially be overlooked due to their small size.

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community One year on dutasteride and minoxidil. In depth review below

in Progress Pictures 44 upvotes 1 month ago

A 22-year-old has been using oral dutasteride and minoxidil for a year to prevent hair loss, experiencing some thinning at the temples but maintaining a full head of hair. The user increased the dosage after consulting a dermatologist and is considering adding ketoconazole shampoo for additional scalp DHT suppression.

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