PATENT CLAIM ANALYSIS

Application Number: 16278946
Application Type: Utility
Filing Date: 2019-02
Publication Date: 2019-06
Patent Classification: ["348", "077000"]

Abstract:
Provided herein are digital-implemented methods for performing simultaneous analyses on an object on the skin of an animal body, for example, a human, to classify the object as a skin cancer, an ulcer or neither. The analyses are performed simultaneously on a hand-held imaging device.

Claim (Index 16):
The method of  claim 14 , wherein the analysis is for an ulcer, said processor executable steps comprising:\n performing simultaneously steps b) to h) on the image obtained in step a); i) training a support vector machine (SVM) with known manually segmented objects from an ulcer; and j) classifying the object as an ulcer or not an ulcer based on the extracted feature representations inputted into the SVM trained with the manually segmented objects from the known ulcer.

Metadata:
- Claim Count in Document: 9.0
- Percentile: 99.0
- Lexical Diversity: 1.45714
- Patent Class: 348.0
- Transitional Phrase Type: open
- Component Type: 1
- Foreign Priority: False
- Related Applications: ['12075026', '15507107', '12089911', '13978919', '13858044']

Analysis Scores:
- 35 USC 101 Eligibility (BERT): 0.5980242843195767
- 35 USC 102 Novelty (BERT): 0.4926045374672161
- Combined Prediction Score: 0.5874823096343407
- Mean Citation Score: 193.236886
- Max Citation Score: 195.53177
- Similarity Product: 132.78679762775658

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

Dataset: test