Bootstrapping topic detection in conversations

    公开(公告)号:US12197870B2

    公开(公告)日:2025-01-14

    申请号:US17906768

    申请日:2021-03-18

    Abstract: A computer system and method identifies topics in conversations, such as a conversation between a doctor and patient during a medical examination. The system and method generates, based on first text (such as a document corpus including previous clinical documentation), a plurality of sentence embeddings representing a plurality of semantic representations in a plurality of sentences in the training text. The system and method generate a classifier based on the second text, which includes a plurality of sections associated with a plurality of topics, and the plurality of sentence embeddings. The system and method generate, based on a sentence (such as a sentence in a doctor-patient conversation) and the classifier, an identifier of a topic to associate with the first sentence. The system and method may also insert the sentence into a section, associated with the identified topic, in a document (such as a clinical note).

    Dressing System
    50.
    发明申请

    公开(公告)号:US20240423516A1

    公开(公告)日:2024-12-26

    申请号:US18683644

    申请日:2022-07-29

    Abstract: A dressing system for sensing a presence of an analyte includes a first layer, and a second layer facing a first major surface of the first layer. The second layer has a second permeability to the analyte less than a first permeability of the first layer. The dressing system further includes a first fiber configured to deliver an excitation light. The dressing system further includes at least one sensor layer including a sensor material configured to receive the excitation light from the first fiber and emit an emitted light in response to the excitation light. The dressing system further includes a second fiber separate from the first fiber and configured to receive the emitted light from the at least one sensor layer.

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