68 citations · 223 across the 25 of their papers we have counts for
6 papers · 1 filter
Colorectal Polyp Segmentation by U-Net with Dilation Convolution
Xinzi Sun, Pengfei Zhang, Dechun Wang +2
Colorectal cancer (CRC) is one of the most commonly diagnosed cancers and a leading cause of cancer deaths in the United States. Colorectal polyps that grow on the intima of the co…
Mini Lesions Detection on Diabetic Retinopathy Images via Large Scale CNN Features
Qilei Chen, Xinzi Sun, Ning Zhang +2
Diabetic retinopathy (DR) is a diabetes complication that affects eyes. DR is a primary cause of blindness in working-age people and it is estimated that 3 to 4 million people with…
AFP-Net: Realtime Anchor-Free Polyp Detection in Colonoscopy
Dechun Wang, Ning Zhang, Xinzi Sun +4
Colorectal cancer (CRC) is a common and lethal disease. Globally, CRC is the third most commonly diagnosed cancer in males and the second in females. For colorectal cancer, the bes…
3D Anchor-Free Lesion Detector on Computed Tomography Scans
Ning Zhang, Dechun Wang, Xinzi Sun +4
Lesions are injuries and abnormal tissues in the human body. Detecting lesions in 3D Computed Tomography (CT) scans can be time-consuming even for very experienced physicians and r…
Multi-Stream Single Shot Spatial-Temporal Action Detection
Pengfei Zhang, Yu Cao, Benyuan Liu
We present a 3D Convolutional Neural Networks (CNNs) based single shot detector for spatial-temporal action detection tasks. Our model includes: (1) two short-term appearance and m…
A Deep Reinforcement Learning Approach to Multi-component Job Scheduling in Edge Computing
Zhi Cao, Honggang Zhang, Yu Cao +1
We are interested in the optimal scheduling of a collection of multi-component application jobs in an edge computing system that consists of geo-distributed edge computing nodes co…