PATENT CLAIM ANALYSIS

Application Number: 16253521
Application Type: Utility
Filing Date: 2019-01
Publication Date: 2019-08
Patent Classification: ["704", "235000"]

Abstract:
Techniques for documenting a clinical procedure involve transcribing audio data comprising audio of one or more clinical personnel speaking while performing the clinical procedure. Examples of applicable clinical procedures include sterile procedures such as surgical procedures, as well as non-sterile procedures such as those conventionally involving a core code reporter. The transcribed audio data may be analyzed to identify relevant information for documenting the clinical procedure, and a text report including the relevant information documenting the clinical procedure may be automatically generated.

Claim (Index 7):
Apparatus comprising:\n at least one processor; and at least one storage medium storing processor-executable instructions that, when executed by the at least one processor, perform a method comprising:\n transcribing audio data comprising audio of one or more clinical personnel speaking while performing a sterile procedure, the audio data comprising audio of a first clinician speaking to one or more other clinical personnel while performing the sterile procedure, wherein transcribing the audio data comprises performing automatic speech recognition (ASR) on the audio data using a speech recognition model trained to recognize speech of the first clinician; \n analyzing the transcribed audio data, including the transcribed audio of the first clinician speaking to the one or more other clinical personnel while performing the sterile procedure, to identify relevant information for documenting the sterile procedure; and \n automatically generating a text report including the identified relevant information documenting the sterile procedure; \n wherein identifying the relevant information comprises detecting within the transcribed audio data a present-tense narration by the first clinician stating to the other clinical personnel that the first clinician is currently performing a particular step of the sterile procedure; \n wherein automatically generating the text report comprises automatically transforming the present-tense narration into a non-present-tense text portion in the report, stating that the particular step of the sterile procedure was performed.

Metadata:
- Claim Count in Document: 50.0
- Percentile: 99.0
- Lexical Diversity: 1.64151
- Patent Class: 704.0
- Transitional Phrase Type: open
- Component Type: 1
- Foreign Priority: False
- Related Applications: ['15397634', '15728352', '13415606', '13415545', '13030969']

Analysis Scores:
- 35 USC 101 Eligibility (BERT): 0.2924622418743076
- 35 USC 102 Novelty (BERT): 0.6075857337787415
- Combined Prediction Score: 0.323974591064751
- Mean Citation Score: 445.850648
- Max Citation Score: 525.7341299999998
- Similarity Product: 508.8771680250173

Labels:
- Claim Label 101: 0
- Claim Label 102: 1
- Claim Label 103: 1
- Claim Label 112: 1
- Combined Label: 0
- Label 101 Adjusted: 0

Dataset: test