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research Classification of Visually Similar Scalp Diseases using Deep Learning: A Hybrid CNN-VIT Approach with Cross-Attention Fusion

June 2026 in “Zenodo (CERN European Organization for Nuclear Research)”

In this study, researchers developed a hybrid deep learning model called ScalpViT that accurately diagnosed scalp diseases with 94.3% accuracy, surpassing existing methods like ResNet-50 and EfficientNet-B3, and providing visual explainability for clinicians using GradCAM and Attention Rollout techniques.

research Classification of Visually Similar Scalp Diseases using Deep Learning: A Hybrid CNN-VIT Approach with Cross-Attention Fusion

June 2026 in “Zenodo (CERN European Organization for Nuclear Research)”

This study introduces ScalpViT, a new deep learning model that accurately diagnoses visually similar scalp diseases with 94.3% accuracy, outperforming other methods like ResNet-50 and EfficientNet-B3, and providing dual visual explainability through GradCAM and Attention Rollout, potentially benefiting diagnosis in resource-limited settings in India.

research Classification of Visually Similar Scalp Diseases using Deep Learning: A Hybrid CNN-VIT Approach with Cross-Attention Fusion

June 2026 in “Zenodo (CERN European Organization for Nuclear Research)”

In this study, researchers developed ScalpViT, a novel deep learning model, to improve the automated diagnosis of visually similar scalp diseases, achieving 94.3% accuracy and outperforming existing models like ResNet-50 and EfficientNet-B3 when tested on a diverse dataset of 7,000 images.

Study the Relationship Between Vitamin D and Some Biomarkers in Female Hair Loss Patients Compared to Normal Subjects

research Study the Relationship Between Vit.D and Some Biomarkers in Female Hair Loss Patients Compared to Normal Subjects

July 2025

In this study, female patients with Female Pattern Hair Loss were found to have significantly lower serum levels of vitamin D and ferritin, as well as lower total cholesterol and triglyceride levels, compared to healthy controls, suggesting these factors may contribute to the condition's pathogenesis.

research Gender variation of Vit. D levels in Hair and Serum

May 2023 in “Minia Journal of Medical Research”

This study assessed vitamin D levels in both serum and hair among 80 male and female participants from a dermatology clinic and found no significant gender-related differences in these vitamin D levels.

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community 18M Diffuse thinning with 7ng/mL Vit D. Is it just the deficiency or is 0.5mg Fin mandatory?

in Finasteride/Dutasteride 6 upvotes 6 months ago

An 18-year-old with diffuse hair thinning is considering switching from a topical Minoxidil 10% + Finasteride 0.1% solution to Minoxidil 5% foam and oral Finasteride 0.5mg, while also addressing vitamin D deficiency and potential scalp inflammation. Users suggest using Nizoral shampoo for inflammation, considering dutasteride for better results, and maintaining vitamin D levels to protect hair follicles from DHT.

community 18M Diffuse Thinning Progress: 11 Months Oral Minoxidil + 3 Months Vit D3/ K2 (No DHT Blockers)

4 upvotes 2 months ago

An 18-year-old shared their hair recovery journey using oral Minoxidil for 11 months and Vitamin D3/K2 for 3 months, without DHT blockers. They are seeking opinions on whether their hair is improving and thickening.

community 5 weeks Min + vit D/Zinc/biotin/collagen progress

5 upvotes 3 years ago

The user is using Minoxidil, vitamin D, zinc, biotin, collagen, and micro-needling for hair regrowth. Some users suggest biotin and collagen are ineffective and emphasize the need for a DHT blocker for lasting results.

community [26M] 3 months in, progress min x fin 1 ml everyday, microneedling 1mm every week, vit d3 when i remember 😆

64 upvotes 2 years ago

A 26-year-old male shared his 3-month progress using Minoxidil and finasteride daily, microneedling weekly, and occasional vitamin D3. A commenter praised his impressive results.

community Guys Trust The Progress... I have got results in few months with minoxidil 5 pro F. And Dutadense 4 x week and some supplement vit.. is it good progress?

in Is this regrowth? 11 upvotes 5 months ago

The user reported hair regrowth using Minoxidil 5%, Dutadense four times a week, and vitamin supplements, noticing baby hairs after four months. They seek more density, especially on the crown and left temple.

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research Classification of Visually Similar Scalp Diseases using Deep Learning: A Hybrid CNN-VIT Approach with Cross-Attention Fusion

research Classification of Visually Similar Scalp Diseases using Deep Learning: A Hybrid CNN-VIT Approach with Cross-Attention Fusion

research Classification of Visually Similar Scalp Diseases using Deep Learning: A Hybrid CNN-VIT Approach with Cross-Attention Fusion

research Study the Relationship Between Vit.D and Some Biomarkers in Female Hair Loss Patients Compared to Normal Subjects

research Gender variation of Vit. D levels in Hair and Serum

Community Join

community 18M Diffuse thinning with 7ng/mL Vit D. Is it just the deficiency or is 0.5mg Fin mandatory?

community 18M Diffuse Thinning Progress: 11 Months Oral Minoxidil + 3 Months Vit D3/ K2 (No DHT Blockers)

community 5 weeks Min + vit D/Zinc/biotin/collagen progress

community [26M] 3 months in, progress min x fin 1 ml everyday, microneedling 1mm every week, vit d3 when i remember 😆

community Guys Trust The Progress... I have got results in few months with minoxidil 5 pro F. And Dutadense 4 x week and some supplement vit.. is it good progress?

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Dr. Vitor Pereira Cappellesso

Dr. Vitor Benevides

Vitantonio Papangelo, MD

Dr. Vito C. Quatela, MD

Vitor Di Luna

Vitor Frauches, MD

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