美國
US 12,697,071 B2
Deep learning Lyme disease diagnosis
US 12,697,071 B2 是美國專利商標局（USPTO）的核准專利，日期 2026-08-04。申請人：THE JOHNS HOPKINS UNIVERSITY。PDF 可在本頁下載，未登入每天最多 5 篇。
- 申請人
- THE JOHNS HOPKINS UNIVERSITY
- 發明人
- Seth D. BILLINGS; Philippe M. BURLINA; Neil J. JOSHI; John N. AUCOTT; Elise NG
- 公開日
- 2026-08-04
- 申請日
- 2021-03-22
- 文件種類
- B2 核准公告
- 也寫作
- US 12,697,071 B2 · US12697071 · 12697071
摘要
Techniques for diagnosing Lyme disease are presented. The techniques may include obtaining a digital photo of a skin lesion, providing the digital photo to a deep learning convolutional neural network, such that an output diagnosis is provided. The deep learning convolutional neural network may be trained using a training corpus including a plurality of digital training images annotated according to one of a plurality of training image diagnoses, where the plurality of training image diagnoses include at least one Lyme disease type, normal skin, and at least one non-Lyme skin lesion type, and …
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專利局網站： 美國專利商標局（USPTO）