Search Results for author: Haichao Cao

Found 5 papers, 0 papers with code

Breast mass detection in digital mammography based on anchor-free architecture

no code implementations2 Sep 2020 Haichao Cao

Background and Objective: Accurate detection of breast masses in mammography images is critical to diagnose early breast cancer, which can greatly improve the patients survival rate.

Data Augmentation object-detection +2

Dual-branch residual network for lung nodule segmentation

no code implementations21 May 2019 Haichao Cao, Hong Liu, Enmin Song, Chih-Cheng Hung, Guangzhi Ma, Xiangyang Xu, Renchao Jin, Jianguo Lu

Experimental results show that the DB-ResNet achieves superior segmentation performance with an average dice score of 82. 74% on the dataset.

Computed Tomography (CT) Lung Nodule Segmentation +1

A novel algorithm for segmentation of leukocytes in peripheral blood

no code implementations21 May 2019 Haichao Cao, Hong Liu, Enmin Song

First, the nucleus of leukocyte was separated by using the stepwise averaging method.

Two-Stage Convolutional Neural Network Architecture for Lung Nodule Detection

no code implementations9 May 2019 Haichao Cao, Hong Liu, Enmin Song, Guangzhi Ma, Xiangyang Xu, Renchao Jin, Tengying Liu, Chih-Cheng Hung

The CNN architecture in the first stage is based on the improved UNet segmentation network to establish an initial detection of lung nodules.

Computed Tomography (CT) Data Augmentation +4

Bone marrow cells detection: A technique for the microscopic image analysis

no code implementations5 May 2018 Haichao Cao, Hong Liu, Enmin Song

The localization of BMC is achieved from a color transformation enhanced BMC sample image and stepwise averaging method (SAM).

General Classification Segmentation

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