Publication2026
Adaptive weighted CEEMDAN-driven vibroacoustic augmentation and classification for precise, multiclass knee osteoarthritis assessment
- Good Health and Well-being
- Empowered Indians
The record
- Type
- Publication
- Date
- 15 April 2026
- Level
- National
- Journal
- Biomedical Signal Processing and Control
- Volume
- 115
- Published
- 15 April 2026
- DOI
- 10.1016/j.bspc.2025.109417
- Scopus ID
- 105024759679
- ISSN
- 17468094
- Authors
- 4
- Open access
- No
- Citations
- 2
- 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
AWCEEMDAN framework for knee osteoarthritis assessment using vibroarthrographic signals improves diagnostic accuracy to 97% for multiclass OA severity staging.
- 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 Empowered Indians
Derived through the seeded SDG-to-Viksit-Bharat crosswalk from the primary SDG 3 label. AWCEEMDAN framework for knee osteoarthritis assessment using vibroarthrographic signals improves diagnostic accuracy to 97% for multiclass OA severity staging.
- 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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- 1
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Citing this record
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KIIT Deemed to be University. “Adaptive weighted CEEMDAN-driven vibroacoustic augmentation and classification for precise, multiclass knee osteoarthritis assessment”. Kortex.