Hair And Scalp Disease Detection Using Deep Learning

March 2024 in “ arXiv (Cornell University) ”

Kavita Sultanpure, Bhairavi Shirsath, Bhakti Bhande, Harshada Sawai, Srushti Gawade, Suraj Samgir

hair and scalp diseases deep learning Convolutional Neural Networks dermatological images non-invasive diagnosis CNNs AI in dermatology

This paper presents a novel method for detecting hair and scalp diseases using deep learning, specifically Convolutional Neural Networks (CNNs), to analyze dermatological images. The system offers a non-invasive, efficient means of early diagnosis and is integrated into a web-based platform using the Django framework, enhancing accessibility. This approach aims to revolutionize dermatology by providing timely healthcare solutions and empowering both providers and patients, demonstrating the transformative potential of technology in healthcare.

View this study on arxiv.org →

Discuss this study in the Community →

Related Community Posts Join

6 / 1000+ results

community Why the cure is not yet found and why it is always 5 years away? Why no hopes on PP405, GT, KX, Hair cloning, AMP, etc, etc, etc

in Chat 18 upvotes 1 year ago

Skepticism about hair loss research motivations, suggesting financial interests hinder finding a cure. Mentions treatments like minoxidil, finasteride, and dutasteride, but notes they are not cures.

community I find it crazy how some people like this bloke have 0 DHT sensitivity. He is on grams of anabolic steroids and has a full, thick head of hair. I wish all of on here had this guys hair genes lol

in Satire 443 upvotes 2 years ago

The conversation is about hair loss and the possibility of maintaining a full head of hair while using anabolic steroids. Some users believe that having good hair genes and taking hair loss protocols can help prevent hair loss while on steroids.

community Looks like a real cure to the root of baldness (DHT-induced senescence) was proven earlier this year

in Research/Science 742 upvotes 3 years ago

A study that outlines the full model for androgenic alopecia (AGA) which links DHT to cellular senescence in dermal papilla cells, and suggests black chokeberry as a source of cyanidin 3-O-arabinoside polyphenol with potential anti-oxidant properties that could reverse this process. The post encourages reaching out to experts in anti-aging and longevity to research treatments involving the polyphenol.

community Physician here AMA – 30M oral Fin 1-1.25 mg daily

in Update 47 upvotes 3 years ago

Hair loss treatments, specifically the use of finasteride, microneedling and potentially oral minoxidil. People discussed their experiences with finasteride, its effects on sexual behaviors, as well as potential solutions such as tadalafil or using other growth factor signal peptides for hope in curing male pattern baldness.

community Federal Grant Cuts have impacted PP405 related research

in Technology 461 upvotes 6 months ago

Federal funding cuts have delayed PP405 research, affecting hair loss treatment progress, though clinical trials will continue. The discussion highlights PP405's potential compared to minoxidil and finasteride and stresses the importance of government-funded research.

community Anyone here going the “natural” route?

in Scalp Massage 48 upvotes 3 years ago

People discussing their experiences with natural treatments for hair loss, such as essential oils, deep scalp massages, anti-inflammatory measures, and supplements. Most of the replies suggest that these treatments are not effective and recommend medication such as minoxidil or finasteride instead.

Similar Research

5 / 1000+ results

Deep Learning-Based Dermatological Condition Detection: A Systematic Review With Recent Methods, Datasets, Challenges, and Future Directions

research Deep Learning-Based Dermatological Condition Detection: A Systematic Review With Recent Methods, Datasets, Challenges, and Future Directions

1 citations , January 2023 in “IEEE access”

Deep learning helps detect skin conditions and is advancing dermatology diagnosis and treatment.

research Multi-Omics and AI-Driven Advances in miRNA-Mediated Hair Follicle Regulation in Cashmere Goats

2 citations , July 2025 in “Frontiers in Veterinary Science”

MicroRNAs and AI can improve cashmere goat hair quality and aid in hair disorder diagnosis.

Harnessing Deep Learning for Scalp and Hair Disease Classification: A Comparative Study of Convolutional Neural Network Architectures

research Harnessing Deep Learning for Scalp and Hair Disease Classification: A Comparative Study of Convolutional Neural Network Architectures

1 citations , May 2025 in “Journal of Digital Information Management”

VGG16 and VGG19 are the most accurate for classifying scalp and hair diseases.

research Leveraging Deep Neural Networks to Uncover Unprecedented Levels of Precision in the Diagnosis of Hair and Scalp Disorders

1 citations , March 2024 in “Skin research and technology”

A new AI model diagnoses hair and scalp disorders with 92% accuracy, better than previous models.

research A Study on the Development of a Web Platform for Scalp Diagnosis Using EfficientNet

3 citations , August 2024 in “Applied Sciences”

A web platform was created to help diagnose scalp conditions accurately and easily.