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pro vyhledávání: '"Lee, Randall J."'
Foundation models, especially those using transformers as backbones, have gained significant popularity, particularly in language and language-vision tasks. However, large foundation models are typically trained on high-quality data, which poses a si
Externí odkaz:
http://arxiv.org/abs/2404.17667
Autor:
Yan, Runze, Ding, Cheng, Xiao, Ran, Fedorov, Aleksandr, Lee, Randall J, Nahab, Fadi, Hu, Xiao
Atrial fibrillation (AF), a common cardiac arrhythmia, significantly increases the risk of stroke, heart disease, and mortality. Photoplethysmography (PPG) offers a promising solution for continuous AF monitoring, due to its cost efficiency and integ
Externí odkaz:
http://arxiv.org/abs/2404.15353
Autor:
Guo, Zhicheng, Ding, Cheng, Do, Duc H., Shah, Amit, Lee, Randall J., Hu, Xiao, Rudin, Cynthia
Atrial fibrillation (AF) is the most common type of cardiac arrhythmia. It is associated with an increased risk of stroke, heart failure, and other cardiovascular complications, but can be clinically silent. Passive AF monitoring with wearables may h
Externí odkaz:
http://arxiv.org/abs/2310.09203
Autor:
Ding, Cheng, Guo, Zhicheng, Rudin, Cynthia, Xiao, Ran, Shah, Amit, Do, Duc H., Lee, Randall J, Clifford, Gari, Nahab, Fadi B, Hu, Xiao
Atrial fibrillation (AF) is a common cardiac arrhythmia with serious health consequences if not detected and treated early. Detecting AF using wearable devices with photoplethysmography (PPG) sensors and deep neural networks has demonstrated some suc
Externí odkaz:
http://arxiv.org/abs/2211.03333
Autor:
Ding, Cheng, Xiao, Ran, Do, Duc, Lee, David Scott, Kalantarian, Shadi, Lee, Randall J, Hu, Xiao
Photoplethysmography (PPG) is a ubiquitous physiological measurement that detects beat-to-beat pulsatile blood volume changes and hence has a potential for monitoring cardiovascular conditions, particularly in ambulatory settings. A PPG dataset that
Externí odkaz:
http://arxiv.org/abs/2108.05272
Autor:
Ciuffo, Luisa, Tung, Monica, Dukes, Jonathan W., Vittinghoff, Eric, Moss, Joshua D., Lee, Randall J., Lee, Byron K., Tseng, Zian H., Vedantham, Vasanth, Olgin, Jeffrey E., Scheinman, Melvin M., Hsia, Henry, Ramchandani, Vijay A., Gerstenfeld, Edward P., Marcus, Gregory M.
Publikováno v:
In Journal of Electrocardiology March-April 2024 83:26-29
Akademický článek
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Autor:
Lee, Adam C., Voskoboinik, Alex, Cheung, Christopher C., Yogi, Sarah, Tseng, Zian H., Moss, Joshua D., Dewland, Thomas A., Lee, Byron K., Lee, Randall J., Hsia, Henry H., Marcus, Gregory M., Vedantham, Vasanth, Chieng, David, Kistler, Peter M., Dillon, William, Vittinghoff, Eric, Gerstenfeld, Edward P.
Publikováno v:
In JACC: Clinical Electrophysiology July 2023 9(7) Part 2:1038-1047
Autor:
Lee, Randall J., Hanke, Thorsten
Publikováno v:
In Cardiac Electrophysiology Clinics June 2023 15(2):201-213
Autor:
Dewland, Thomas A., Gerstenfeld, Edward P., Moss, Joshua D., Lee, Adam C., Vedantham, Vasanth, Lee, Randall J., Tseng, Zian H., Hsia, Henry H., Lee, Byron K., Wall, Grace C., Chang, Kathleen R., Yang, Michelle H., Marcus, Gregory M.
Publikováno v:
In JACC: Clinical Electrophysiology May 2023 9(5):611-619