Publication2024
FA-Net: A Fuzzy Attention-aided Deep Neural Network for Pneumonia Detection in Chest X-Rays
The record
- Type
- Publication
- Date
- 1 January 2024
- Level
- National
- Journal
- Proceedings IEEE Symposium on Computer Based Medical Systems
- Pages
- 338-343
- Published
- 1 January 2024
- DOI
- 10.1109/cbms61543.2024.00063
- Scopus ID
- 85200489249
- ISSN
- 10637125
- Authors
- 6
- Open access
- No
- Citations
- 11
- International co-authorship
- No
- Co-author countries
- IN
Classification
Every label below carries the reasoning it was assigned on, the confidence band it was assigned in, and what produced it. The rubric is published.
UN Sustainable Development Goals
3 Ensure healthy lives and promote well-being for all at all ages
Develops fuzzy attention-enhanced deep neural network achieving 97.15% accuracy for pneumonia detection in chest X-rays, enabling rapid computer-aided diagnosis in resource-limited settings
- High confidence
- The subject matter is a strong and direct inference from the record type, the funding or organising body, or the programme context, even where the title alone is thin. Example: an ICMR-funded project against SDG 3, on the strength of the agency.
- Judged
- Judged against the published classification rubric, under the rubric and prompt versions recorded with the run that produced it.
- Produced by
- claude-haiku-4-5-20251001, under kortex-publication-v1
Viksit Bharat @2047
vb-1.2 Health and well-being
Artificial intelligence diagnostic system supporting pneumonia detection and respiratory disease outcomes
- Produced by
- claude-haiku-4-5-20251001, under kortex-publication-v1
Each label above carries the instrument and the version that produced it. How each classification is reached.
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Provenance
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- Source rows resolved into this record
- 1
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Citing this record
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KIIT Deemed to be University. “FA-Net: A Fuzzy Attention-aided Deep Neural Network for Pneumonia Detection in Chest X-Rays”. Kortex.