Browsing by author "Feng, Dagan"
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131I-Labeled Copper Sulfide-Loaded Microspheres to Treat Hepatic Tumors via Hepatic Artery Embolization
Liu, Qiufang; Qian, Yuyi; Li, Panli; Zhang, Sihang; Liu, Jianjun; Sun, Xiaoguang; Fulham, Michael; Feng, Dagan; Huang, Gang; Lu, Wei; Song, ShaoliPublished 2018-01-01Open AccessArticle -
3D Segmentation of Residual Thyroid Tissue Using Constrained Region Growing and Voting Strategies
Bao, Guoqing; Zheng, Chaojie; Li, Panli; Cui, Hui; Wang, Xiuying; Song, Shaoli; Huang, Gang; Feng, DaganPublished 2017-12-21The measurement of residual thyroid tissue after thyroidectomy is crucial for the precise quantification of thyroid cancer treatment. Accurate residual thyroid tissue segmentation from CT images is challenging due to the ...Open AccessConference paper -
ADAPTIVE BACKGROUND SEARCH AND FOREGROUND ESTIMATION FOR SALIENCY DETECTION VIA COMPREHENSIVE AUTOENCODER
Yan, Ke; Li, Changyang; Wang, Xiuying; Li, Ang; Yuan, Yuchen; Kim, Jinman; Feng, DaganPublished 2016-01-01Open 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 -
Automated thresholded region classification using a robust feature selection method for PET-CT
Bi, Lei; Kim, Jinman; Wen, Lingfeng; Feng, Dagan; Fulham, MichaelPublished 2015-07-23Fluorodeoxyglucose Positron Emission Tomography - Computed Tomography (FDG PET-CT) is the preferred imaging modality for staging the lymphomas. Sites of disease usually appear as foci of increased FDG uptake. Thresholding ...Open AccessConference paper -
Automatic Detection and Classification of Regions of FDG Uptake in Whole-Body PET-CT Lymphoma Studies
Bi, Lei; Kim, Jinman; Kuman, Ashnil; Wen, Lingfeng; Feng, Dagan; Fulham, MichaelPublished 2017-09-01Open AccessArticle -
Automatic Measurement of Thalamic Diameter in 2-D Fetal Ultrasound Brain Images Using Shape Prior Constrained Regularized Level Sets
Sridar, Pradeeba; Kumar, Ashnil; Li, Changyang; Woo, Joyce; Quinton, Ann; Benzie, Ron; Peek, Michael; Feng, Dagan; Kumar, R. Krishna; Nanan, Ralph; Kim, JinmanPublished 2016-06-20Open AccessArticle -
Automatic Prostate Segmentation on MR Images with Deep Network and Graph Model
Ke, Yan; Li, Changyang; Wang, Xiuying; Li, Ang; Yuan, Yuchen; Feng, Dagan; Khadra, Mohamed; Kim, JinmanPublished 2016-01-01Open 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 -
Classification of Medical Images in the Biomedical Literature by Jointly Using Deep and Handcrafted Visual Features
Zhang, Jianpeng; Xia, Yong; Xie, Yutong; Fulham, Michael; Feng, DaganPublished 2017-11-20Open AccessArticle -
Classification of thresholded regions based on selective use of PET, CT and PET-CT image features
Bi, Lei; Kim, Jinman; Feng, Dagan; Fulham, MichaelPublished 2014-11-06Fluorodeoxyglucose positron emission tomography - computed tomography (FDG PET-CT) is the preferred image modality for lymphoma diagnosis. Sites of disease generally appear as foci of increased FDG uptake. Thresholding ...Open AccessConference paper -
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 -
A Combinatorial Bayesian and Dirichlet Model for Prostate MR Image Segmentation Using Probabilistic Image Features
Li, Ang; Li, Changyang; Wang, Xiuying; Eberl, Stefan; Feng, Dagan; Fulham, MichaelPublished 2016-07-27Blurred boundaries and heterogeneous intensities make accurate prostate MR image segmentation problematic. To improve prostate MR image segmentation we suggest an approach that includes: (a) an image patch division method ...Open AccessArticle -
The combined therapeutic effects of 131iodine-labeled multifunctional copper sulfide-loaded microspheres in treating breast cancer
Liu, Qiufang; Qian, Yuyi; Li, Panli; Zhang, Sihang; Wang, Zerong; Liu, Jianjun; Sun, Xiaoguang; Fulham, Michael; Feng, Dagan; Chen, Zhigang; Song, Shaoli; Lu, Wei; Huang, GangPublished 2018-04-07Open AccessArticle -
COMPREHENSIVE AUTOENCODER FOR PROSTATE RECOGNITION ON MR IMAGES
Yan, Ke; Li, Changyang; Wang, Xiuying; Yuan, Yuchen; Li, Ang; Kim, Jinman; Li, Biao; Feng, DaganPublished 2016-01-01Open AccessConference paper
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