opmd
AI-assisted screening of oral potentially malignant disorders using smartphone-based photographic images.
Science Score: 44.0%
This score indicates how likely this project is to be science-related based on various indicators:
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✓CITATION.cff file
Found CITATION.cff file -
✓codemeta.json file
Found codemeta.json file -
✓.zenodo.json file
Found .zenodo.json file -
○DOI references
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○Academic publication links
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○Academic email domains
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○JOSS paper metadata
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○Scientific vocabulary similarity
Low similarity (4.4%) to scientific vocabulary
Repository
AI-assisted screening of oral potentially malignant disorders using smartphone-based photographic images.
Basic Info
- Host: GitHub
- Owner: themetaphysicist
- Language: Jupyter Notebook
- Default Branch: main
- Size: 5.98 MB
Statistics
- Stars: 2
- Watchers: 1
- Forks: 2
- Open Issues: 0
- Releases: 0
Metadata Files
README.md
AI-assisted screening of oral potentially malignant disorders using smartphone-based photographic images.
Simple Summary : The early detection of oral cancer is essential for improving patient outcomes. A conventional oral examination by specialists is the clinical standard for detecting oral lesions. However, many high-risk individuals in middle and low-income countries lack access to specialists. Therefore, there is a need to develop an easy-to-use, non-invasive oral screening tool that enhances the existing system for detecting precancerous lesions. This study explores artificial intelligence (AI)-based techniques to identify precancerous lesions using photographic images of oral cavities in the Indian population. The high performance of deep learning models suggests that an AI-based solution can be deployed for community screening programs in low-resource settings after further improvement and validation.
Owner
- Name: Vivek Talwar
- Login: themetaphysicist
- Kind: user
- Location: Hyderabad, India
- Company: International Institute of Information Technology, Hyderabad.
- Twitter: metaphysicista
- Repositories: 1
- Profile: https://github.com/themetaphysicist
into the matrix
Citation (CITATION.cff)
cff-version: 1.2.0
@article{AI-Assisted Screening of Oral Potentially Malignant Disorders Using Smartphone-Based Photographic Images,
author = {Talwar, Vivek},
doi = {10.5281/zenodo.1234},
month = {12},
title = {{"opmd"},
url = {https://github.com/vision1307/opmd},
version = {2.0.4},
year = {2023}
}