AIMC Topic: Skin

Clear Filters Showing 41 to 50 of 382 articles

Development of machine learning models for the prediction of the skin sensitization potential of cosmetic compounds.

PeerJ Dec 13, 2024
BACKGROUND: To enhance the accuracy of allergen detection in cosmetic compounds, we developed a co-culture system that combines HaCaT keratinocytes (transfected with a luciferase plasmid driven by the AKR1C2 promoter) and THP-1 cells for machine lear...
Dermatitis, Allergic Contact THP-1 Cells HaCaT Cells Allergens Support Vector Machine Humans Keratinocytes Cosmetics Skin Coculture Techniques Machine Learning
View on PubMed DOI

Dual scale light weight cross attention transformer for skin lesion classification.

PloS one Dec 6, 2024
Skin cancer is rapidly growing globally. In the past decade, an automated diagnosis system has been developed using image processing and machine learning. The machine learning methods require hand-crafted features, which may affect performance. Recen...
Dermoscopy Humans Image Processing, Computer-Assisted Algorithms Neural Networks, Computer Skin Skin Neoplasms Machine Learning
View on PubMed DOI

Transfer Contrastive Learning for Raman Spectroscopy Skin Cancer Tissue Classification.

IEEE journal of biomedical and health informatics Dec 5, 2024
Using Raman spectroscopy (RS) signals for skin cancer tissue classification has recently drawn significant attention, because of its non-invasive optical technique, which uses molecular structures and conformations within biological tissue for diagno...
Humans Spectrum Analysis, Raman Signal Processing, Computer-Assisted Skin Skin Neoplasms Deep Learning
View on PubMed DOI

AFCF-Net: A novel U-Net based asymmetric feature calibration and fusion network for skin lesion image segmentation.

PloS one Nov 25, 2024
Skin lesion segmentation plays a pivotal role in the diagnosis and treatment of skin diseases. By using deep neural networks to segment lesion areas, doctors can more accurately assess the severity of health-related conditions of patients and promptl...
Skin Diseases Image Interpretation, Computer-Assisted Calibration Algorithms Image Processing, Computer-Assisted Humans Skin Neural Networks, Computer
View on PubMed DOI

Skin Phototype Classification with Machine Learning Based on Broadband Optical Measurements.

Sensors (Basel, Switzerland) Nov 20, 2024
The Fitzpatrick Skin Phototype Classification (FSPC) scale is widely used to categorize skin types but has limitations such as the underrepresentation of darker skin phototypes, low classification resolution, and subjectivity. These limitations may c...
Humans Machine Learning Adult Skin Algorithms Male Skin Pigmentation Female Middle Aged
View on PubMed DOI

Mormyroidea-inspired electronic skin for active non-contact three-dimensional tracking and sensing.

Nature communications Nov 14, 2024
The capacity to discern and locate positions in three-dimensional space is crucial for human-machine interfaces and robotic perception. However, current soft electronics can only obtain two-dimensional spatial locations through physical contact. In t...
Skin Electronics Humans Wearable Electronic Devices Robotics Animals
View on PubMed DOI

Double-Condensing Attention Condenser: Leveraging Attention in Deep Learning to Detect Skin Cancer from Skin Lesion Images.

Sensors (Basel, Switzerland) Nov 12, 2024
Skin cancer is the most common type of cancer in the United States and is estimated to affect one in five Americans. Recent advances have demonstrated strong performance on skin cancer detection, as exemplified by state of the art performance in the ...
Skin Neural Networks, Computer Algorithms Deep Learning Humans Melanoma ROC Curve Skin Neoplasms Image Processing, Computer-Assisted
View on PubMed DOI

Optimization of percutaneous intervention robotic system for skin insertion force.

International journal of computer assisted radiology and surgery Nov 8, 2024
PURPOSE: Percutaneous puncture is a common interventional procedure, and its effectiveness is influenced by the insertion force of the needle. To optimize outcomes, we focus on reducing the peak force of the needle in the skin, aiming to apply this m...
Humans Robotics Equipment Design Punctures Needles Robotic Surgical Procedures Skin
View on PubMed DOI

Automated acute skin toxicity scoring in a mouse model through deep learning.

Radiation and environmental biophysics Nov 6, 2024
This study presents a novel approach to skin toxicity assessment in preclinical radiotherapy trials through an advanced imaging setup and deep learning. Skin reactions, commonly associated with undesirable side effects in radiotherapy, were meticulou...
Female Automation Mice Disease Models, Animal Skin Animals Deep Learning
View on PubMed DOI

CAD-PsorNet: deep transfer learning for computer-assisted diagnosis of skin psoriasis.

Scientific reports Nov 4, 2024
Psoriasis, being a chronic, inflammatory, lifelong skin disorder, has become a major threat to the human population. The precise and effective diagnosis of psoriasis continues to be difficult for clinicians due to its varied nature. In northern India...
Psoriasis Skin India Image Processing, Computer-Assisted Humans Diagnosis, Computer-Assisted Deep Learning Adult
View on PubMed DOI
Popular Topics
Recent Journals