Dagan Feng

ORCID

Publication Activity (10 Years)

Years Active: 1993-2023
Publications (10 Years): 111

Top Venues

Publications

Wei-Chien Wang, Euijoon Ahn, Dagan Feng, Jinman Kim
A Review of Predictive and Contrastive Self-supervised Learning for Medical Images. CoRR (2023)
Yuchen Du, Lisheng Wang, Deyu Meng, Benzhi Chen, Chengyang An, Hao Liu, Weiping Liu, Yupeng Xu, Ying Fan, Dagan Feng, Xiuying Wang, Xun Xu
Individualized Statistical Modeling of Lesions in Fundus Images for Anomaly Detection. IEEE Trans. Medical Imaging 42 (4) (2023)
Yuyu Guo, Lei Bi, Dongming Wei, Liyun Chen, Zhengbin Zhu, Dagan Feng, Ruiyan Zhang, Qian Wang, Jinman Kim
Unsupervised Landmark Detection-Based Spatiotemporal Motion Estimation for 4-D Dynamic Medical Images. IEEE Trans. Cybern. 53 (6) (2023)
Yuxin Xue, Yige Peng, Lei Bi, Dagan Feng, Jinman Kim
CG-3DSRGAN: A classification guided 3D generative adversarial network for image quality recovery from low-dose PET images. CoRR (2023)
Mingyuan Meng, Bingxin Gu, Michael J. Fulham, Shaoli Song, Dagan Feng, Lei Bi, Jinman Kim
DeepMSS: Deep Multi-Modality Segmentation-to-Survival Learning for Survival Outcome Prediction from PET/CT Images. CoRR (2023)
Mingyuan Meng, Lei Bi, Dagan Feng, Jinman Kim
Radiomics-Enhanced Deep Multi-task Learning for Outcome Prediction in Head and Neck Cancer. HECKTOR@MICCAI (2022)
Yu-Xuan Chen, Dagan Feng, Hong-Bin Shen
Unsupervised Difference Learning for Noisy Rigid Image Alignment. CoRR (2022)
Mingyuan Meng, Lei Bi, Dagan Feng, Jinman Kim
Brain Tumor Sequence Registration with Non-iterative Coarse-to-fine Networks and Dual Deep Supervision. CoRR (2022)
Yige Peng, Jinman Kim, Dagan Feng, Lei Bi
Automatic Tumor Segmentation via False Positive Reduction Network for Whole-Body Multi-Modal PET/CT Images. CoRR (2022)
Mingyuan Meng, Lei Bi, Dagan Feng, Jinman Kim
Non-iterative Coarse-to-fine Registration based on Single-pass Deep Cumulative Learning. CoRR (2022)
Mingyuan Meng, Lei Bi, Dagan Feng, Jinman Kim
Radiomics-enhanced Deep Multi-task Learning for Outcome Prediction in Head and Neck Cancer. CoRR (2022)
Ke Yan, Xiuying Wang, Jinman Kim, Wangmeng Zuo, Dagan Feng
Deep Cognitive Gate: Resembling Human Cognition for Saliency Detection. IEEE Trans. Pattern Anal. Mach. Intell. 44 (9) (2022)
Mingyuan Meng, Lei Bi, Dagan Feng, Jinman Kim
Non-iterative Coarse-to-Fine Registration Based on Single-Pass Deep Cumulative Learning. MICCAI (6) (2022)
Yuan Yuan, Euijoon Ahn, Dagan Feng, Mohamed Khadra, Jinman Kim
Z-SSMNet: A Zonal-aware Self-Supervised Mesh Network for Prostate Cancer Detection and Diagnosis in bpMRI. CoRR (2022)
Yu-Xuan Chen, Rui Xie, Yang Yang, Lin He, Dagan Feng, Hong-Bin Shen
Fast Cryo-EM Image Alignment Algorithm Using Power Spectrum Features. J. Chem. Inf. Model. 61 (9) (2021)
Euijoon Ahn, Dagan Feng, Jinman Kim
A Spatial Guided Self-supervised Clustering Network for Medical Image Segmentation. MICCAI (1) (2021)
Euijoon Ahn, Dagan Feng, Jinman Kim
A Spatial Guided Self-supervised Clustering Network for Medical Image Segmentation. CoRR (2021)
Ke Yan, Xiuying Wang, Jinman Kim, Dagan Feng
A New Aggregation of DNN Sparse and Dense Labeling for Saliency Detection. IEEE Trans. Cybern. 51 (12) (2021)
Yuyu Guo, Lei Bi, Dongming Wei, Liyun Chen, Zhengbin Zhu, Dagan Feng, Ruiyan Zhang, Qian Wang, Jinman Kim
Unsupervised Landmark Detection Based Spatiotemporal Motion Estimation for 4D Dynamic Medical Images. CoRR (2021)
Yige Peng, Lei Bi, Ashnil Kumar, Michael J. Fulham, Dagan Feng, Jinman Kim
Predicting Distant Metastases in Soft-Tissue Sarcomas from PET-CT scans using Constrained Hierarchical Multi-Modality Feature Learning. CoRR (2021)
Mingyang Ma, Shaohui Mei, Shuai Wan, Zhiyong Wang, Zongyuan Ge, Vincent Lam, Dagan Feng
Keyframe Extraction From Laparoscopic Videos via Diverse and Weighted Dictionary Selection. IEEE J. Biomed. Health Informatics 25 (5) (2021)
Ashnil Kumar, Michael J. Fulham, Dagan Feng, Jinman Kim
Co-Learning Feature Fusion Maps From PET-CT Images of Lung Cancer. IEEE Trans. Medical Imaging 39 (1) (2020)
Kaiyi Cao, Lei Bi, Dagan Feng, Jinman Kim
Improving PET-CT Image Segmentation via Deep Multi-modality Data Augmentation. MLMIR@MICCAI (2020)
Yuyu Guo, Lei Bi, Euijoon Ahn, Dagan Feng, Qian Wang, Jinman Kim
A Spatiotemporal Volumetric Interpolation Network for 4D Dynamic Medical Image. CoRR (2020)
Benzhi Chen, Lisheng Wang, Xiuying Wang, Jian Sun, Yijie Huang, Dagan Feng, Zongben Xu
Abnormality detection in retinal image by individualized background learning. Pattern Recognit. 102 (2020)
Xiaoshuang Li, Lei Bi, Jinman Kim, Tingyao Li, Peng Li, Ye Tian, Bin Sheng, Dagan Feng
Malocclusion Treatment Planning via PointNet Based Spatial Transformation Network. MICCAI (3) (2020)
Euijoon Ahn, Ashnil Kumar, Michael J. Fulham, Dagan Feng, Jinman Kim
Unsupervised Domain Adaptation to Classify Medical Images Using Zero-Bias Convolutional Auto-Encoders and Context-Based Feature Augmentation. IEEE Trans. Medical Imaging 39 (7) (2020)
Yuyu Guo, Lei Bi, Euijoon Ahn, Dagan Feng, Qian Wang, Jinman Kim
A Spatiotemporal Volumetric Interpolation Network for 4D Dynamic Medical Image. CVPR (2020)
Yige Peng, Lei Bi, Michael J. Fulham, Dagan Feng, Jinman Kim
Multi-modality Information Fusion for Radiomics-Based Neural Architecture Search. MICCAI (7) (2020)
Yige Peng, Lei Bi, Michael J. Fulham, Dagan Feng, Jinman Kim
Multi-Modality Information Fusion for Radiomics-based Neural Architecture Search. CoRR (2020)
Zehui Yao, Boyan Zhang, Zhiyong Wang, Wanli Ouyang, Dong Xu, Dagan Feng
IntersectGAN: Learning Domain Intersection for Generating Images with Multiple Attributes. CoRR (2019)
Euijoon Ahn, Ashnil Kumar, Dagan Feng, Michael J. Fulham, Jinman Kim
Unsupervised Deep Transfer Feature Learning for Medical Image Classification. CoRR (2019)
Ha Tran Hong Phan, Ashnil Kumar, Dagan Feng, Michael J. Fulham, Jinman Kim
Optimizing Contextual Feature Learning for Mitosis Detection with Convolutional Recurrent Neural Networks. ISBI (2019)
Euijoon Ahn, Ashnil Kumar, Dagan Feng, Michael J. Fulham, Jinman Kim
Unsupervised Deep Transfer Feature Learning for Medical Image Classification. ISBI (2019)
Lei Bi, Dagan Feng, Michael J. Fulham, Jinman Kim
Improving Skin Lesion Segmentation via Stacked Adversarial Learning. ISBI (2019)
Yutong Xie, Yong Xia, Jianpeng Zhang, Yang Song, Dagan Feng, Michael J. Fulham, Weidong Cai
Knowledge-based Collaborative Deep Learning for Benign-Malignant Lung Nodule Classification on Chest CT. IEEE Trans. Medical Imaging 38 (4) (2019)
Ke Yan, Xiuying Wang, Jinman Kim, Mohamed Khadra, Michael J. Fulham, Dagan Feng
A propagation-DNN: Deep combination learning of multi-level features for MR prostate segmentation. Comput. Methods Programs Biomed. 170 (2019)
Euijoon Ahn, Ashnil Kumar, Michael J. Fulham, Dagan Feng, Jinman Kim
Convolutional sparse kernel network for unsupervised medical image analysis. Medical Image Anal. 56 (2019)
Heng Wang, Donghao Zhang, Yang Song, Siqi Liu, Yue Wang, Dagan Feng, Hanchuan Peng, Weidong Cai
Segmenting Neuronal Structure in 3D Optical Microscope Images via Knowledge Distillation with Teacher-Student Network. ISBI (2019)
Lei Bi, Yuyu Guo, Qian Wang, Dagan Feng, Michael J. Fulham, Jinman Kim
Automated Segmentation of the Optic Disk and Cup using Dual-Stage Fully Convolutional Networks. CoRR (2019)
Yuyu Guo, Lei Bi, Ashnil Kumar, Yue Gao, Ruiyan Zhang, Dagan Feng, Qian Wang, Jinman Kim
Deep Local-Global Refinement Network for Stent Analysis in IVOCT Images. MICCAI (5) (2019)
Junbo Wang, Wei Wang, Zhiyong Wang, Liang Wang, Dagan Feng, Tieniu Tan
Stacked Memory Network for Video Summarization. ACM Multimedia (2019)
Shan Zeng, Chongjun Gao, Xiuying Wang, Liang Jiang, Dagan Feng
Multiple Kernel-Based Discriminant Analysis via Support Vectors for Dimension Reduction. IEEE Access 7 (2019)
Mingyang Ma, Shaohui Mei, Shuai Wan, Zhiyong Wang, Dagan Feng
Video Summarization via Nonlinear Sparse Dictionary Selection. IEEE Access 7 (2019)
Euijoon Ahn, Ashnil Kumar, Dagan Feng, Michael J. Fulham, Jinman Kim
Unsupervised Feature Learning with K-means and An Ensemble of Deep Convolutional Neural Networks for Medical Image Classification. CoRR (2019)
Yige Peng, Lei Bi, Yuyu Guo, Dagan Feng, Michael J. Fulham, Jinman Kim
Deep multi-modality collaborative learning for distant metastases predication in PET-CT soft-tissue sarcoma studies. EMBC (2019)
Zehui Yao, Boyan Zhang, Zhiyong Wang, Wanli Ouyang, Dong Xu, Dagan Feng
IntersectGAN: Learning Domain Intersection for Generating Images with Multiple Attributes. ACM Multimedia (2019)
Lei Bi, Jinman Kim, Euijoon Ahn, Ashnil Kumar, Dagan Feng, Michael J. Fulham
Step-wise integration of deep class-specific learning for dermoscopic image segmentation. Pattern Recognit. 85 (2019)
Ashnil Kumar, Michael J. Fulham, Dagan Feng, Jinman Kim
Co-Learning Feature Fusion Maps from PET-CT Images of Lung Cancer. CoRR (2018)
Rong Zhang, Qiufang Liu, Hui Cui, Xiuying Wang, Shaoli Song, Gang Huang, Dagan Feng
Thyroid classification via new multi-channel feature association and learning from multi-modality MRI images. ISBI (2018)
Jianlong Zhou, Syed Z. Arshad, Xiuying Wang, Zhidong Li, Dagan Feng, Fang Chen
End-User Development for Interactive Data Analytics: Uncertainty, Correlation and User Confidence. IEEE Trans. Affect. Comput. 9 (3) (2018)
Lei Bi, Dagan Feng, Jinman Kim
Dual-Path Adversarial Learning for Fully Convolutional Network (FCN)-Based Medical Image Segmentation. Vis. Comput. 34 (6-8) (2018)
Xiuying Wang, Hui Cui, Chaojie Zheng, Shan Zeng, Wensi Tang, Peng Gong, Dagan Feng
Collaborative learning based feature adaption model with applications on MRI prostate boundary delineation. ISBI (2018)
Anum Masood, Bin Sheng, Ping Li, Xuhong Hou, Xiaoer Wei, Jing Qin, Dagan Feng
Computer-Assisted Decision Support System in Pulmonary Cancer detection and stage classification on CT images. J. Biomed. Informatics 79 (2018)
Lei Bi, Dagan Feng, Jinman Kim
Improving Automatic Skin Lesion Segmentation using Adversarial Learning based Data Augmentation. CoRR (2018)
Donghao Zhang, Siqi Liu, Yang Song, Dagan Feng, Hanchuan Peng, Weidong Cai
Automated 3D Soma Segmentation with Morphological Surface Evolution for Neuron Reconstruction. Neuroinformatics 16 (2) (2018)
Haozhe Jia, Yang Song, Donghao Zhang, Heng Huang, Dagan Feng, Michael J. Fulham, Yong Xia, Weidong Cai
3D Global Convolutional Adversarial Network\\ for Prostate MR Volume Segmentation. CoRR (2018)
Shan Zeng, Zhiyong Wang, Chongjun Gao, Zhen Kang, Dagan Feng
Hyperspectral Image Classification With Global-Local Discriminant Analysis and Spatial-Spectral Context. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 11 (12) (2018)
Euijoon Ahn, Jinman Kim, Ashnil Kumar, Michael J. Fulham, Dagan Feng
Sparsity-based Convolutional Kernel Network for Unsupervised Medical Image Analysis. CoRR (2018)
Tian Xia, Ashnil Kumar, Dagan Feng, Jinman Kim
Patch-level Tumor Classification in Digital Histopathology Images with Domain Adapted Deep Learning. EMBC (2018)
Mingyang Ma, Shaohui Mei, Shuai Wan, Zhiyong Wang, Ah Chung Tsoi, Dagan Feng
Video Summarization via Weighted Neighborhood Based Representation. ICIP (2018)
Donghao Zhang, Yang Song, Siqi Liu, Dagan Feng, Yue Wang, Weidong Cai
Nuclei instance segmentation with dual contour-enhanced adversarial network. ISBI (2018)
Afaf Tareef, Yang Song, Heng Huang, Dagan Feng, Mei Chen, Yue Wang, Weidong Cai
Multi-Pass Fast Watershed for Accurate Segmentation of Overlapping Cervical Cells. IEEE Trans. Medical Imaging 37 (9) (2018)
Hui Cui, Xiuying Wang, Jianlong Zhou, Guanzhong Gong, Stefan Eberl, Yong Yin, Lisheng Wang, Dagan Feng, Michael J. Fulham
A topo-graph model for indistinct target boundary definition from anatomical images. Comput. Methods Programs Biomed. 159 (2018)
Ke Yan, Chaojie Zheng, Qiu Huang, Jinman Kim, Dagan Feng, Xiuying Wang
Prior Knowledge Driven Energy for Saliency Detection. ICARCV (2018)
Zhaowei Huang, Chen Ding, Lei Zhang, Min-Zhao Lee, Yang Song, Hiran Selvadurai, Dagan Feng, Yanning Zhang, Weidong Cai
Automated Analysis of Chest Radiographs for Cystic Fibrosis Scoring. BICS (2018)
Dongnan Liu, Donghao Zhang, Siqi Liu, Yang Song, Haozhe Jia, Dagan Feng, Yong Xia, Weidong Cai
Densely Connected Large Kernel Convolutional Network for Semantic Membrane Segmentation in Microscopy Images. ICIP (2018)
Mingyang Ma, Shaohui Mei, Jingyu Ji, Shuai Wan, Zhiyong Wang, Dagan Feng
Exploring the influence of feature representation for dictionary selection based video summarization. ICIP (2017)
Lei Bi, Jinman Kim, Euijoon Ahn, Dagan Feng
Automatic Skin Lesion Analysis using Large-scale Dermoscopy Images and Deep Residual Networks. CoRR (2017)
Mingyang Ma, Shaohui Mei, Junhui Hou, Shuai Wan, Zhiyong Wang, Dagan Feng
Nonlinear kernel sparse dictionary selection for video summarization. ICME (2017)
Afaf Tareef, Yang Song, Heng Huang, Yue Wang, Dagan Feng, Mei Chen, Weidong Cai
Optimizing the cervix cytological examination based on deep learning and dynamic shape modeling. Neurocomputing 248 (2017)
Yang Song, Qing Li, Heng Huang, Dagan Feng, Mei Chen, Weidong Cai
Low Dimensional Representation of Fisher Vectors for Microscopy Image Classification. IEEE Trans. Medical Imaging 36 (8) (2017)
Yang Song, Qing Li, Fan Zhang, Heng Huang, Dagan Feng, Yue Wang, Mei Chen, Weidong Cai
Dual discriminative local coding for tissue aging analysis. Medical Image Anal. 38 (2017)
Lei Bi, Jinman Kim, Euijoon Ahn, Dagan Feng, Michael J. Fulham
Semi-automatic skin lesion segmentation via fully convolutional networks. ISBI (2017)
Pradeeba Sridar, Ashnil Kumar, Changyang Li, Joyce Woo, Ann Quinton, Ron Benzie, Michael J. Peek, Dagan Feng, R. Krishna Kumar, Ralph Nanan, Jinman Kim
Automatic Measurement of Thalamic Diameter in 2-D Fetal Ultrasound Brain Images Using Shape Prior Constrained Regularized Level Sets. IEEE J. Biomed. Health Informatics 21 (4) (2017)
Lei Bi, Jinman Kim, Ashnil Kumar, Dagan Feng, Michael J. Fulham
Synthesis of Positron Emission Tomography (PET) Images via Multi-channel Generative Adversarial Networks (GANs). CMMI/RAMBO/SWITCH@MICCAI (2017)
Lei Bi, Jinman Kim, Ashnil Kumar, Michael J. Fulham, Dagan Feng
Stacked fully convolutional networks with multi-channel learning: application to medical image segmentation. Vis. Comput. 33 (6-8) (2017)
Afaf Tareef, Yang Song, Dagan Feng, Mei Chen, Weidong Cai
Automated multi-stage segmentation of white blood cells via optimizing color processing. ISBI (2017)
Zhenghao Chen, Jianlong Zhou, Xiuying Wang, Jeremy Swanson, Fang Chen, Dagan Feng
Neural net-based and safety-oriented visual analytics for time-spatial data. IJCNN (2017)
Lei Bi, Jinman Kim, Tingwei Su, Michael J. Fulham, Dagan Feng, Guang Ning
Adrenal lesions detection on low-contrast CT images using fully convolutional networks with multi-scale integration. ISBI (2017)
Mingyang Ma, Shaohui Mei, Shuai Wan, Junhui Hou, Zhiyong Wang, Dagan Feng
Video Summarization via Simultaneous Block Sparse Representation. DICTA (2017)
Lei Bi, Jinman Kim, Ashnil Kumar, Dagan Feng
Automatic Liver Lesion Detection using Cascaded Deep Residual Networks. CoRR (2017)
Afaf Tareef, Yang Song, Weidong Cai, Heng Huang, Hang Chang, Yue Wang, Michael J. Fulham, Dagan Feng, Mei Chen
Automatic segmentation of overlapping cervical smear cells based on local distinctive features and guided shape deformation. Neurocomputing 221 (2017)
Younhyun Jung, Jinman Kim, Dagan Feng, Michael J. Fulham
Occlusion and Slice-Based Volume Rendering Augmentation for PET-CT. IEEE J. Biomed. Health Informatics 21 (4) (2017)
Lei Bi, Jinman Kim, Ashnil Kumar, Lingfeng Wen, Dagan Feng, Michael J. Fulham
Automatic detection and classification of regions of FDG uptake in whole-body PET-CT lymphoma studies. Comput. Medical Imaging Graph. 60 (2017)
Guoqing Bao, Chaojie Zheng, Panli Li, Hui Cui, Xiuying Wang, Shaoli Song, Gang Huang, Dagan Feng
3D Segmentation of Residual Thyroid Tissue Using Constrained Region Growing and Voting Strategies. DICTA (2017)
Hui Cui, Xiuying Wang, Jianlong Zhou, Guanzhong Gong, Yong Yin, Dagan Feng
Computational boundary definition by geodesic graph model. ISBI (2017)
Lei Bi, Jinman Kim, Euijoon Ahn, Ashnil Kumar, Michael J. Fulham, Dagan Feng
Dermoscopic Image Segmentation via Multistage Fully Convolutional Networks. IEEE Trans. Biomed. Eng. 64 (9) (2017)
Lei Bi, Jinman Kim, Ashnil Kumar, Dagan Feng, Michael J. Fulham
Synthesis of Positron Emission Tomography (PET) Images via Multi-channel Generative Adversarial Networks (GANs). CoRR (2017)
Ha Tran Hong Phan, Ashnil Kumar, Jinman Kim, Dagan Feng
Transfer learning of a convolutional neural network for HEp-2 cell image classification. ISBI (2016)
Ashnil Kumar, Shane Dyer, Jinman Kim, Changyang Li, Philip Heng Wai Leong, Michael J. Fulham, Dagan Feng
Adapting content-based image retrieval techniques for the semantic annotation of medical images. Comput. Medical Imaging Graph. 49 (2016)
Ang Li, Xiuying Wang, Ke Yan, Changyang Li, Dagan Feng
Multilevel affinity graph for unsupervised image segmentation. ICIP (2016)
Chaojie Zheng, Xiuying Wang, Dagan Feng
Topology guided demons registration with local rigidity preservation. EMBC (2016)
Yang Song, Qing Li, Dagan Feng, Ju Jia Zou, Weidong Cai
Texture image classification with discriminative neural networks. Comput. Vis. Media 2 (4) (2016)
Yang Song, Qing Li, Heng Huang, Dagan Feng, Mei Chen, Tom Weidong Cai
Histopathology Image Categorization with Discriminative Dimension Reduction of Fisher Vectors. ECCV Workshops (1) (2016)
Hui Cui, Xiuying Wang, Jianlong Zhou, Guanzhong Gong, Yong Yin, Fu Zheng, Dagan Feng
Learning multi-modality local and global affinities in graph based ranking for automated lung tumor delineation. ISBI (2016)
Lei Bi, Jinman Kim, Euijoon Ahn, Dagan Feng, Michael J. Fulham
Automatic melanoma detection via multi-scale lesion-biased representation and joint reverse classification. ISBI (2016)
Euijoon Ahn, Ashnil Kumar, Jinman Kim, ChangYang Li, Dagan Feng, Michael J. Fulham
X-ray image classification using domain transferred convolutional neural networks and local sparse spatial pyramid. ISBI (2016)
Ke Yan, Changyang Li, Xiuying Wang, Ang Li, Yuchen Yuan, Jinman Kim, Dagan Feng
Adaptive background search and foreground estimation for saliency detection via comprehensive autoencoder. ICIP (2016)
Siqi Liu, Donghao Zhang, Sidong Liu, Dagan Feng, Hanchuan Peng, Weidong Cai
Rivulet: 3D Neuron Morphology Tracing with Iterative Back-Tracking. Neuroinformatics 14 (4) (2016)

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Publication Activity (10 Years)

Top Topics

Top Venues

Dagan Feng