Author

T. Adiono

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Review Open access 2026

A Comprehensive Review on Hardware Accelerator for YOLO Model Using Sparse Data

Object detection plays a crucial role in image processing and data analysis by enabling the extraction of visual information that supports decision-making across diverse practical domains. Applications of object detection span intelligent healthcare, autonomous vehicles, surveillance, robotic vision, and precision agri...

D. Endrawati, I. Syafalni, Nana Sutisna et al. · IEEE Access · 0 citations

Open access 2026

Comparative Study of Signal Processing and Machine Learning Algorithms for Contactless Respiratory Rate Estimation Using FMCW Radar

Respiratory rate (RR) is a vital physiological marker whose accurate and continuous monitoring holds particular clinical significance. Conventional contact-based sensors, while reliable, impose physical constraints that may cause discomfort and skin irritation. Radar-based sensing, particularly frequency-modulated cont...

Nur Ahmadi, H. V. Tanoto, Diyah Widiyasari et al. · IEEE Access · 0 citations

Open access Jul 2026

Improved accuracy of PCG signal classification for myocardial infarction biomarker using automatic feature selection and boosting process

Myocardial infarction (MI) is a leading global health concern, typically diagnosed using ECG, biomarkers, or imaging, which costly or unavailable in low-resource settings. This study presents a non-invasive, machine learning-based approach using phonocardiogram (PCG) signals for classifying normal, ST-elevation MI (S...

Ira Puspasari, Nobuo Watanabe, Masahiro Ohwada et al. · Scientific Reports · 0 citations