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Huan-Yu Chen

3 accepted papers

2025

Mask Augmentation For Tumor Classification In Medical Images

ICASSP 2025accepted

Tumor detection and classification in medical images are critical for guiding patient management and treatment decisions. However, accurate segmentation and classification of tumors remain challenging due to their small size relative to the overall image. Existing approaches often face difficulties…

Cited by 0SourceScholar
2025

Valve Token Masked Autoencoder for Missing Recordings on Cardiac Abnormality Classification

ICASSP 2025accepted

Automated auscultation and cardiovascular screening systems for cardiac abnormalities have received growing interest in clinical applications. Still, they face challenges due to missing or invalid recordings caused by technical issues. To address this, we introduce a novel framework leveraging the m…

Cited by 0SourceScholar
2024

GaP-Aug: Gamma Patch-Wise Correction Augmentation Method for Respiratory Sound Classification

ICASSP 2024accepted

Automated auscultation analysis using electronic stethoscope has received growing interest in clinical applications. Recently, researchers showed successes by using deep learning methods to distinguish between pathological respiratory sound classes. Nevertheless, the challenge persists due to the sc…

Cited by 0SourceScholar