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Microaneurysms (MA) is usually the first symptom of DR that causes blood leakage to the retina. This lesion usually appears as small red circular spots with a diameter of fewer than 125 micrometers [3]. Therefore, periodic screening and detection of MA will result in early detection of DR a...
For instance, we train a ViT-Huge/14 on ImageNet using 16 A100 GPUs in under 72 hours to achieve strong downstream performance across a wide range of tasks, from linear classification to object counting and depth prediction. 1. Introduction In com...
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Early and automatic detection of pulmonary nodules from CT lung screening is the prerequisite for precise management of lung cancer. However, a large number of false positives appear in order to increase the sensitivity, especially for detecting micro-nodules (diameter < 3 mm), which increases...
Intracranial aneurysms (IAs) are relatively common life-threatening diseases with a prevalence of 3.2% in the general population1and account for 85% in the spontaneous subarachnoid hemorrhage (SAH) patients2. IAs are increasingly being detected owing to the widespread application of advanced imaging te...
CunjunBaoYansongTransactions of the Chinese Society of Agricultural EngineeringLi Xinchuan, Xu Xingang, Wang Jihua, et al. Crop classification recognition based on time-series images from HJ satellite[J]. Transactions of the Chinese Society of Agricultural Engineering (Transactions of the CSAE), ...
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Moreover, the current deep learning models for surface water mapping mainly involve 1) the transfer use of state-of-the-art deep models (Fang et al., 2019, Li et al., 2019) and 2) the structural fine tuning of classical models (Jiang et al., 2018, Isikdogan et al., 2017). ...