Huang, Zhe

Publications

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Machine learning-enabled screening for aortic stenosis with handheld ultrasound. European heart journal. Imaging methods and practice. 2025 Academic Article GET IT
Detecting Heart Disease from Multi-View Ultrasound Images via Supervised Attention Multiple Instance Learning. Proceedings of machine learning research. 2023 Academic Article GET IT
Automated Detection of Aortic Stenosis Using Machine Learning. Journal of the American Society of Echocardiography : official publication of the American Society of Echocardiography. 2023 Academic Article GET IT
Times cited: 30
Reducing False-Positive Biopsies using Deep Neural Networks that Utilize both Local and Global Image Context of Screening Mammograms. Journal of digital imaging. 2021 Academic Article GET IT
Times cited: 9
A New Semi-supervised Learning Benchmark for Classifying View and Diagnosing Aortic Stenosis from Echocardiograms. Proceedings of machine learning research. 2021 Academic Article GET IT
Deep Neural Networks Improve Radiologists' Performance in Breast Cancer Screening. IEEE transactions on medical imaging. 2019 Academic Article GET IT
Times cited: 507