Acne Severity Grading
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Benchmarks
ACNE04
Most implemented
Improving Acne Image Grading with Label Distribution Smoothing
Acne Severity Grading on Face Images via Extraction and Guidance of Prior Knowledge
Automatic Acne Object Detection and Acne Severity Grading Using Smartphone Images and Artificial Intelligence
KIEGLFN: A unified acne grading framework on face images
Joint Acne Image Grading and Counting via Label Distribution Learning
Papers
Interpretable Image-Level Acne Severity Grading via EfficientNet-B0 Transfer Learning and Grad-CAM
Acne vulgaris affects most adolescents and many adults. Accurate severity grading guides treatment, monitoring, and clinical trial endpoints, but manual assessment using the Investigator's Global Assessment or Hayashi cr…
Acne Severity GradingTransfer LearningImproving Acne Image Grading with Label Distribution Smoothing
Acne, a prevalent skin condition, necessitates precise severity assessment for effective treatment. Acne severity grading typically involves lesion counting and global assessment. However, manual grading suffers from var…
Acne Severity GradingDED: Diagnostic Evidence Distillation for acne severity grading on face images
Acne seriously affects people’s daily life. Acne severity level grading plays a decisive role in the cure. However, the acne criterion is not unified in the medical field. Most of the current studies explore the applicat…
Acne Severity GradingDiagnosticimage-classificationImage Classification+2Acne Severity Grading on Face Images via Extraction and Guidance of Prior Knowledge
Acne Vulgaris seriously affects people’s daily life. In this paper, we propose a face acne grading framework which is a new paradigm to solve the image classification problem where the number and type of small objects ar…
Acne Severity Gradingimage-classificationImage ClassificationAutomatic Acne Object Detection and Acne Severity Grading Using Smartphone Images and Artificial Intelligence
Skin image analysis using artificial intelligence (AI) has recently attracted significant research interest, particularly for analyzing skin images captured by mobile devices. Acne is one of the most common skin conditio…
Acne Severity GradingMedical Image ClassificationMedical Object DetectionObject+2KIEGLFN: A unified acne grading framework on face images
Grading the severity level is an extremely important procedure for correct diagnoses and personalized treatment schemes for acne. However, the acne grading criteria are not unified in the medical field. This work aims to…
Acne Severity Grading