BiomarkersIn silico

An attention-based CNN–Transformer hybrid framework for osteoporosis and osteopenia classification in knee X-ray images

Figure 1 from Scientific Reports — Figure 1Kumar et al. · CC BY-NC-ND

Scientific Reports

The paper

Puneet Kumar, Deepika Kumar, Abhishek Kumar, Pramod Singh Rathore

CGC University · Manipal University Jaipur

Scientific Reports · 5 Oct 2026 · CC BY-NC-ND

doi.org/10.1038/s41598-026-71339-y

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