AIMC Topic: Erythema Chronicum Migrans

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Expert opinion elicitation for assisting deep learning based Lyme disease classifier with patient data.

International journal of medical informatics Oct 31, 2024
BACKGROUND: Diagnosing erythema migrans (EM) skin lesion, the most common early symptom of Lyme disease, using deep learning techniques can be effective to prevent long-term complications. Existing works on deep learning based EM recognition only uti...
Humans Algorithms Deep Learning Surveys and Questionnaires Lyme Disease Erythema Chronicum Migrans
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Automated detection of erythema migrans and other confounding skin lesions via deep learning.

Computers in biology and medicine Dec 18, 2018
Lyme disease can lead to neurological, cardiac, and rheumatologic complications when untreated. Timely recognition of the erythema migrans rash of acute Lyme disease by patients and clinicians is crucial to early diagnosis and treatment. Our objectiv...
Humans Female Adult Male Middle Aged Deep Learning ROC Curve Image Processing, Computer-Assisted Skin Erythema Chronicum Migrans
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