9 citations · 9 across the 4 of their papers we have counts for
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cs.LG2026
On-Device Continual Learning with Dual-Stage Buffer and Dynamic Loss for Point-of-Care Pneumonia Diagnosis
Danu Kim
Deep learning models detect pneumonia from chest X-rays with high accuracy, but the performance declines under domain shifts caused by differences in devices, patients, or institut…
cs.CV2026
Domain Incremental Learning for Pandemic-Resilient Chest X-Ray Analysis
Danu Kim
Deep learning models achieved high accuracy in pneumonia detection from chest X-rays. However, their generalization across clinical domains remains limited due to variations in ima…