AIMC Topic: Nail Diseases
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Autonomous detection of nail disorders using a hybrid capsule CNN: a novel deep learning approach for early diagnosis.
BMC medical informatics and decision making
Dec 30, 2024
Major underlying health issues can be indicated by even minor nail infections. Subungual Melanoma is one of the most severe kinds since it is identified at a much later stage than other conditions. The purpose of this research is to offer novel deep-...
Reliable and easy-to-use calculating tool for the Nail Psoriasis Severity Index using deep learning.
NPJ systems biology and applications
Nov 7, 2024
Since nail psoriasis restricts the patient's daily activities, therapeutic intervention based on reliable and reproducible evaluation is critical. The Nail Psoriasis Severity Index (NAPSI) is a validated scoring tool, but its usefulness is limited by...
Automatic evaluation of Nail Psoriasis Severity Index using deep learning algorithm.
The Journal of dermatology
Jun 7, 2024
Nail psoriasis is a chronic condition characterized by nail dystrophy affecting the nail matrix and bed. The severity of nail psoriasis is commonly assessed using the Nail Psoriasis Severity Index (NAPSI), which evaluates the characteristics and exte...
DeepNAPSI multi-reader nail psoriasis prediction using deep learning.
Scientific reports
Apr 1, 2023
Nail psoriasis occurs in about every second psoriasis patient. Both, finger and toe nails can be affected and also severely destroyed. Furthermore, nail psoriasis is associated with a more severe course of the disease and the development of psoriatic...
Establishment of an intelligent analysis system for clinical image features of melanonychia based on deep learning image segmentation.
Computerized medical imaging and graphics : the official journal of the Computerized Medical Imaging Society
Jul 1, 2025
Melanonychia, a condition that can be indicative of malignant melanoma, presents a significant challenge in early diagnosis due to the invasive nature and equipment dependency of traditional diagnostic methods such as nail biopsy and dermatoscope ima...
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