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Home/Authors/Heejoon Koo

Heejoon Koo

1 indexed paper

Recent (6 mo)
1
With code
0
Influential cites
0
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Publications per year

1
26

Top categories

Audio and Speech Processing×1AI×1Sound×1

Frequent co-authors

Yoon Tae Kim1×
Miika Toikkanen1×
June-Woo Kim1×

Research Timeline

2026
Mitigating Stethoscope-Induced Shortcuts in Respiratory Sound Classification under Federated Domain Generalization with Causality-Inspired Interventions

The paper proposes a causality-inspired multimodal Federated Domain Generalization framework to accurately classify respiratory sounds across different stethoscopes, overcoming the challenge of device-induced variability.

Highlighted terms show continued research focus across papers

Papers

eess.AScs.AIcs.SDRecentMay 28, 2026

Mitigating Stethoscope-Induced Shortcuts in Respiratory Sound Classification under Federated Domain Generalization with Causality-Inspired Interventions

Heejoon Koo, Yoon Tae Kim, Miika Toikkanen, June-Woo Kim

The paper proposes a causality-inspired multimodal Federated Domain Generalization framework to accurately classify respiratory sounds across different stethoscopes, overcoming the challenge of device…

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