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pro vyhledávání: '"Zhang, Haoyue"'
We present MovePose, an optimized lightweight convolutional neural network designed specifically for real-time body pose estimation on CPU-based mobile devices. The current solutions do not provide satisfactory accuracy and speed for human posture es
Externí odkaz:
http://arxiv.org/abs/2308.09084
Autor:
Zhang, Haoyue, Polson, Jennifer S., Yang, Eric J., Nael, Kambiz, Speier, William, Arnold, Corey W.
Publikováno v:
Medical Imaging with Deep Learning 2022
For acute ischemic stroke (AIS) patients with large vessel occlusions, clinicians must decide if the benefit of mechanical thrombectomy (MTB) outweighs the risks and potential complications following an invasive procedure. Pre-treatment computed tomo
Externí odkaz:
http://arxiv.org/abs/2302.04143
Overall survival (OS) time is one of the most important evaluation indices for gliomas situations. Multimodal Magnetic Resonance Imaging (MRI) scans play an important role in the study of glioma prognosis OS time. Several deep learning-based methods
Externí odkaz:
http://arxiv.org/abs/2206.06267
In clinical practice, anisotropic volumetric medical images with low through-plane resolution are commonly used due to short acquisition time and lower storage cost. Nevertheless, the coarse resolution may lead to difficulties in medical diagnosis by
Externí odkaz:
http://arxiv.org/abs/2206.06253
Evaluating lesion progression and treatment response via longitudinal lesion tracking plays a critical role in clinical practice. Automated approaches for this task are motivated by prohibitive labor costs and time consumption when lesion matching is
Externí odkaz:
http://arxiv.org/abs/2206.06252
Autor:
Zhang, Haoyue, Polson, Jennifer S, Nael, Kambiz, Salamon, Noriko, Yoo, Bryan, El-Saden, Suzie, Scalzo, Fabien, Speier, William, Arnold, Corey W
Publikováno v:
Computerized Medical Imaging and Graphics Volume 90, June 2021, 101926
Treatment of acute ischemic strokes (AIS) is largely contingent upon the time since stroke onset (TSS). However, TSS may not be readily available in up to 25% of patients with unwitnessed AIS. Current clinical guidelines for patients with unknown TSS
Externí odkaz:
http://arxiv.org/abs/2011.03350