4 citations · 5 across the 2 of their papers we have counts for
4 papers
Meta ordinal weighting net for improving lung nodule classification
Yiming Lei, Hongming Shan, Junping Zhang
The progression of lung cancer implies the intrinsic ordinal relationship of lung nodules at different stages-from benign to unsure then to malignant. This problem can be solved by…
Meta Ordinal Regression Forest For Learning with Unsure Lung Nodules
Yiming Lei, Haiping Zhu, Junping Zhang +1
Deep learning-based methods have achieved promising performance in early detection and classification of lung nodules, most of which discard unsure nodules and simply deal with a b…
PaDNet: Pan-Density Crowd Counting
Yukun Tian, Yiming Lei, Junping Zhang +1
The problem of counting crowds in varying density scenes or in different density regions of the same scene, named as pan-density crowd counting, is highly challenging. Previous met…
Shape and Margin-Aware Lung Nodule Classification in Low-dose CT Images via Soft Activation Mapping
Yiming Lei, Yukun Tian, Hongming Shan +3
A number of studies on lung nodule classification lack clinical/biological interpretations of the features extracted by convolutional neural network (CNN). The methods like class a…