AIMC Topic: Skin

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A dual encoder network with multiscale feature fusion and multiple pooling channel spatial attention for skin scar image segmentation.

Scientific reports Jul 2, 2025
Skin scar is a prevalent dermatological concern that impacts both aesthetic appearance and psychological well-being, making precise delineation of scar tissue essential for clinical treatment. To address the challenge of scar image segmentation, this...
Humans Image Processing, Computer-Assisted Cicatrix Skin Neural Networks, Computer Algorithms Deep Learning
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Deep learning model for hair artifact removal and Mpox skin lesion analysis and detection.

Scientific reports Jul 1, 2025
Accurate identification of Mpox is essential for timely diagnosis and treatment. However, traditional image-based diagnostic methods often struggle with challenges such as body hair obscuring skin lesions and complicating accurate assessment. To addr...
Hair Removal Measles Skin Artifacts Hair Humans Dermoscopy Deep Learning Image Processing, Computer-Assisted
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Multimodal information structuring with single-layer soft skins and high-density electrical impedance tomography.

Science robotics Jun 11, 2025
The human skin can reliably capture a wide range of multimodal data over a large surface while providing a soft interface. Artificial technologies using microelectromechanical systems (MEMS) can emulate these biological functions but present numerous...
Equipment Design Skin Hand Humans Adult Robotics Tomography Hydrogels Electric Impedance Touch
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Machine learning-based text mining for cutaneous myiasis and potential value of an accidental maggot therapy for complicated skin and soft tissue infection with sepsis.

Frontiers in cellular and infection microbiology May 6, 2025
BACKGROUND: Cutaneous myiasis, one of the most frequently diagnosed myiasis types, is defined as skin or soft tissue on a living host infested by dipterous larvae (maggots). However, bibliometric analysis of this disease remains sparse. Machine learn...
Maggot Debridement Therapy Myiasis Debridement Soft Tissue Infections Middle Aged Sepsis Larva Skin Data Mining Diptera Female Animals Male Humans Machine Learning
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From Sensors to Care: How Robotic Skin Is Transforming Modern Healthcare-A Mini Review.

Sensors (Basel, Switzerland) May 3, 2025
In recent years, robotics has made notable progress, becoming an essential component of daily life by facilitating complex tasks and enhancing human experiences. While most robots have traditionally featured hard surfaces, the growing demand for more...
Delivery of Health Care Wearable Electronic Devices Biosensing Techniques Robotics Skin Touch Humans
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Deep-learning-enabled spatial frequency domain imaging of the spatiotemporal dynamics of skin physiology.

Journal of biomedical optics Apr 20, 2025
SIGNIFICANCE: Spatial frequency domain imaging (SFDI) is an emerging optical imaging modality for visualizing tissue absorption and scattering properties. This approach is promising for noninvasive wide field-of-view (FOV) monitoring of biophysiologi...
Optical Imaging Skin Physiological Phenomena Skin Hemoglobins Melanins Humans Neural Networks, Computer Deep Learning Image Processing, Computer-Assisted
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Recent advances in cutaneous drug delivery by iontophoresis.

Expert opinion on drug delivery Apr 13, 2025
INTRODUCTION: Iontophoresis has been extensively studied for topical and transdermal drug delivery to stimulate the absorption of molecules that would hardly pass through the outermost layer of the skin passively. Recent research has focused on its c...
Humans Drug Delivery Systems Skin Absorption Iontophoresis Skin Animals Skin Diseases Nanoparticles Administration, Cutaneous Wound Healing
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Neural network analysis as a novel skin outcome in a trial of belumosudil in patients with systemic sclerosis.

Arthritis research & therapy Apr 11, 2025
BACKGROUND: The modified Rodnan skin score (mRSS), a measure of systemic sclerosis (SSc) skin thickness, is agnostic to inflammation and vasculopathy. Previously, we demonstrated the potential of neural network-based digital pathology applied to SSc ...
Skin Scleroderma, Systemic rho-Associated Kinases Biopsy Humans Male Neural Networks, Computer Middle Aged Female Treatment Outcome Adult
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Advancements in artificial intelligence for atopic dermatitis: diagnosis, treatment, and patient management.

Annals of medicine Apr 8, 2025
Atopic dermatitis (AD) is a common and complex skin disease that significantly affects the quality of life of patients. The latest advances in artificial intelligence (AI) technology have introduced new methods for diagnosing, treating, and managing ...
Artificial Intelligence Algorithms Precision Medicine Quality of Life Deep Learning Skin Humans Dermatitis, Atopic
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Intelligent Bi-Dimensional Skin Biopsies of Rheumatoid Arthritis Based on Raman Spectral Imaging and Machine Learning.

Analytical chemistry Mar 27, 2025
Rheumatoid arthritis (RA) is one of the most common autoimmune diseases worldwide, characterized by its progressive and irreversible nature. Early diagnosis is crucial for delaying disease progression and optimizing treatment strategies. Existing dia...
Biopsy Skin Arthritis, Rheumatoid Humans Machine Learning Spectrum Analysis, Raman Support Vector Machine
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