Browsing by author "Cai, Weidong"
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3D Large Kernel Anisotropic Network for Brain Tumor Segmentation
Liu, Dongnan; Zhang, Donghao; Song, Yang; Zhang, Fan; O'Donnell, Lauren; Cai, WeidongPublished 2018-11-18Open AccessConference paper -
Adapting fisher vectors for histopathology image classification
Song, Yang; Zou, Ju Jia; Chang, Hang; Cai, WeidongPublished 2017-06-19Open AccessConference paper -
Automated Analysis of Chest Radiographs for Cystic Fibrosis Scoring
Huang, Zhaowei; Ding, Chen; Zhang, Lei; Lee, Min-Zhao; Song, Yang; Selvadural, Hiran; Feng, Dagan; Zhang, Yanning; Cai, WeidongPublished 2018We present a framework to analyze chest radiographs for cystic fibro-sis using machine learning methods. We compare the representational power of deep learning features with traditional texture features. Specifically, we ...Open AccessConference paper -
Automated Multi-Stage Segmentation of White Blood Cells Via Optimizing Color Processing
Tareef, Afaf; Song, Yang; Feng, Dagan; Chen, Mei; Cai, WeidongPublished 2017Segmentation of white blood cells (i.e. leukocytes) is a crucial step toward the development of haematological images analysis of peripheral blood smears due to the complex nature of the different types of white blood ...Open AccessConference paper -
Automatic segmentation of overlapping cervical smear cells based on local distinctive features and guided shape deformation
Tareef, Afaf; Song, Yang; Cai, Weidong; Huang, Heng; Chang, Hang; Wang, Yue; Fulham, Michael; Feng, Dagan; Chen, MeiPublished 2016-10-25Automated segmentation of cells from cervical smears poses great challenge to biomedical image analysis because of the noisy and complex background, poor cytoplasmic contrast and the presence of fuzzy and overlapping cells. ...Open AccessArticle -
A Bag of Semantic Words Model for Medical Content-based Retrieval
Liu, Sidong; Cai, Weidong; Song, Yang; Pujol, Sonia; Kikinis, Ron; Feng, DaganPublished 2013-09-26Open AccessConference paper -
Bioimage classification with subcategory discriminant transform of high dimensional visual descriptors
Song, Yang; Cai, Weidong; Huang, Heng; Feng, Dagan; Wang, Yue; Chen, MeiPublished 2016-11-16Open AccessArticle -
Bone texture characterization with fisher encoding of local descriptors
Song, Yang; Cai, Weidong; Zhang, Fan; Huang, Heng; Zhou, Yun; Feng, DaganPublished 2015-07-23Open AccessConference paper -
Cancer type prediction based on copy number aberration and chromatin 3D structure with convolutional neural networks
Yuan, Yuchen; Shi, Yi; Su, Xianbin; Zou, Xin; Luo, Qing; Feng, Dagan; Cai, Weidong; Han, Ze-GuangPublished 2018-08-13Open AccessArticle -
Clique Identification and Propagation for Multimodal Brain Tumor Image Segmentation
Liu, Sidong; Song, Yang; Zhang, Fan; Feng, Dagan; Fulham, Michael; Cai, WeidongPublished 2016-09-23Brain tumors vary considerably in size, morphology, and location across patients, thus pose great challenge in automated brain tumor segmentation methods. Inspired by the concept of clique in graph theory, we present a ...Open AccessConference paper -
Content-Based Retrieval of Brain Diffusion Magnetic Resonance Image
Liu, Siqi; Hadi, Nur; Liu, Sidong; Pujol, Sonia; Kikinis, Ron; Zhang, Fan; Feng, Dagan; Cai, WeidongPublished 2015-12-19The content-based retrieval of diffusion magnetic resonance (dMR) imaging data would enable a wide range of analyses on large databases with dMR images.This paper proposes a content-based retrieval framework for dMR images ...Open AccessConference paper -
Cross-cohort dementia identification using transfer learning with FDG-PET imaging
Lu, Shen; Xia, Yong; Cai, Weidong; Feng, Dagan; Fulham, MichaelPublished 2018Machine learning techniques have been extensively adapted to dementia identification with PET imaging in the last decade. Despite the promising results reported by these studies, the accurately labeled PET brain scans used ...Open AccessConference paper -
Cross-View Neuroimage Pattern Analysis in Alzheimer's Disease Staging
Liu, Sidong; Cai, Weidong; Pujol, Sonia; Kikinis, Ron; Feng, Dagan; ADNIPublished 2016-02-23The research on staging of pre-symptomatic and prodromal phase of neurological disorders, e.g., Alzheimer's disease (AD), is essential for prevention of dementia. New strategies for AD staging with a focus on early detection, ...Open AccessArticle -
DeepGene: an advanced cancer type classifier based on deep learning and somatic point mutations
Yuan, Yuchen; Shi, Yi; Li, Changyang; Kim, Jinman; Cai, Weidong; Han, Zeguang; Feng, DaganPublished 2016-12-23Open AccessArticle -
Dense and Sparse Labeling With Multidimensional Features for Saliency Detection
Yuan, Yuchen; Li, Changyang; Kim, Jinman; Cai, Weidong; Feng, DaganPublished 2016-12-30Open AccessArticle -
Densely Connected Large Kernel Convolutional Network for Semantic Membrane Segmentation in Microscopy Images
Liu, Dongnan; Zhang, Donghao; Liu, Siqi; Song, Yang; Jia, Haozhe; Feng, Dagan; Xia, Yong; Cai, WeidongPublished 2018-09-06Open AccessConference paper -
Dual discriminative local coding for tissue aging analysis
Song, Yang; Li, Qing; Zhang, Fan; Huang, Heng; Feng, Dagan; Wang, Yue; Chen, Mei; Cai, WeidongPublished 2017-02-27Open AccessArticle -
Early identification of mild cognitive impairment using incomplete random forest-robust support vector machine and FDG-PET imaging
Lu, Shen; Xia, Yong; Cai, Weidong; Fulham, Michael; Feng, Dagan; ADNIPublished 2017-02-07Alzheimer’s disease (AD) is the most common type of dementia and will be an increasing health problem in society as the population ages. Mild cognitive impairment (MCI) is considered to be a prodromal stage of AD. The ...Open AccessArticle -
The effect of device resistance and inhalation flow rate on the lung deposition of orally inhaled mannitol dry powder
Yang, Michael Y; Verschuer, Jordan; Shi, Yuyu; Song, Yang; Katsifis, Andrew; Eberl, Stefan; Wong, Keith; Brannan, John D; Cai, Weidong; Finlay, Warren H; Chan, Hak-KimPublished 2016-01-01The present study investigates the effect of DPI resistance and inhalation flow rates on the lung deposition of orally inhaled mannitol dry powder. Mannitol powder radiolabeled with 99mTc-DTPA was inhaled from an Osmohaler™ ...Open AccessArticle -
Feature learning with component selective encoding for histopathology image classification
Song, Yang; Chang, Hang; Gao, Yang; Liu, Sidong; Yao, Junen; Cai, WeidongPublished 2018-05-24Open AccessConference paper
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