Search

for
Search:

Glossary Deep Learning

uses neural networks with many layers to analyze data

Deep Learning (DL) is a subset of machine learning that uses neural networks with many layers (hence "deep") to analyze and learn from large amounts of data. It mimics the way the human brain processes information, allowing it to recognize patterns, make decisions, and improve over time with more data. This technology is widely used in applications like image and speech recognition, natural language processing, and even in medical diagnostics, such as identifying patterns in hair loss conditions like alopecia.

Related Terms

Research

5 / 1000+ results

research ScalpEye: A Deep Learning-Based Scalp Hair Inspection and Diagnosis System for Scalp Health

74 citations , January 2020 in “IEEE Access”

This study reports that the ScalpEye system accurately diagnosed dandruff, folliculitis, hair loss, and oily hair with a precision range of 97.41% to 99.09%.

research FRCNN based Deep Learning for Identification and Classification of Alopecia Areata

9 citations , February 2023

This study found that a Faster Residual Convolutional Neural Network model achieved an accuracy of 84.3% in recognizing alopecia areata and various scalp conditions from image databases.

research Ensemble of pre-learned deep learning model and an optimized LSTM for Alopecia Areata classification

7 citations , October 2023 in “Journal of Intelligent & Fuzzy Systems”

This study proposed and tested an Ensemble Pre-Learned Deep Learning and Optimized Long Short-Term Memory (EPL-OLSTM) model for classifying Alopecia Areata, achieving a 93.1% accuracy in differentiating healthy from varying severity levels of AA scalp hair using specific datasets.

research Predicting Hair Loss with AI: A Deep Learning Framework Combining Genetic and Scalp Health Data

2 citations , January 2024

In this study, researchers proposed a deep learning approach combining genetic, hormonal, scalp health, and lifestyle data to predict hair loss, employing CNNs for image analysis and RNNs for modeling data over time, although specific results are not reported.

research Artificial Intelligence Deep Learning Ultrasound Discrimination of Cosmetic Fillers

1 citations , September 2025 in “Journal of Ultrasound in Medicine”

This study found that AI using YOLOv11 architecture can reliably differentiate between hyaluronic acid and silicone oil cosmetic fillers on ultrasound, achieving high accuracy, whereas identifying calcium hydroxyapatite and polymethylmethacrylate remains less consistent, requiring further improvements.

View more "deep learning" in research →

Community Join

5 / 604 results

community I didn’t realize how much hair loss messes with your head until it happened

in Chat 272 upvotes 7 months ago

Hair loss affects mental health and self-esteem, causing anxiety and depression. Treatments like finasteride, minoxidil, and hair transplants help some, but others continue to struggle.

community Is finasteride better than dutasteride?

in Finasteride/Dutasteride 31 upvotes 1 year ago

Dutasteride reduces DHT more effectively than finasteride, but finasteride is more commonly used and approved for hair loss. Users have mixed opinions on dutasteride's effectiveness, with some experiencing better results and others facing side effects or no improvement.

community What do yall think is thinking I see progress

105 upvotes 2 months ago

A 20-year-old male has seen significant hair regrowth after using dutasteride, oral minoxidil, dermastamping, and ketoconazole shampoo. Users confirm progress and suggest adding RU58841 and maintaining consistency for continued results.

community M25: Getting way too many DMs, so let’s do this here! AMA about Male Pattern Baldness, Hair Loss, and Products (100% Science-Backed )

1951 upvotes 5 months ago

Finasteride, dutasteride, and minoxidil are discussed as treatments for male pattern baldness. Finasteride and dutasteride are effective DHT blockers, while minoxidil is necessary for regrowth but must be used consistently.

community Old guy, new tricks. 3 months progress

713 upvotes 1 year ago

A 45-year-old male achieved significant hair regrowth in three months using topical finasteride, minoxidil, microneedling, biotin, and cod liver oil. He credits this regimen for his success and clarifies he did not have a hair transplant.

View more "deep learning" in community →

Experts

6 / 10 results

Learn

— no results

Try a deeper search in learn →

Clinics