Jianhua Yao

ORCID

Publication Activity (10 Years)

Years Active: 1998-2024
Publications (10 Years): 83

Top Venues

CoRR

ISBI

Medical Imaging: Computer-Aided Diagnosis

Medical Image Anal.

Publications

Qingyu Yin, Xuzheng He, Xiang Zhuang, Yu Zhao, Jianhua Yao, Xiaoyu Shen, Qiang Zhang
StableMask: Refining Causal Masking in Decoder-only Transformer. CoRR (2024)
Jiawei Yang, Hanbo Chen, Jiangpeng Yan, Xiaoyu Chen, Jianhua Yao
Towards better understanding and better generalization of few-shot classification in histology images with contrastive learning. CoRR (2022)
Cheng Jiang, Yihao Chen, Jianbo Chang, Ming Feng, Renzhi Wang, Jianhua Yao
Fusion of medical imaging and electronic health records with attention and multi-head machanisms. CoRR (2021)
Yuqi Fang, Delong Zhu, Niyun Zhou, Li Liu, Jianhua Yao
PiPo-Net: A Semi-automatic and Polygon-based Annotation Method for Pathological Images. IROS (2021)
Yu Zhao, Yidan Zhang, Zhi-An Huang, Fan Yang, Lei Duan, Jianhua Yao
Mining the Associations between V(D)J Gene Segments and COVID-19 Disease Characteristics. BIBM (2021)
Hang Li, Fan Yang, Yu Zhao, Xiaohan Xing, Jun Zhang, Mingxuan Gao, Junzhou Huang, Liansheng Wang, Jianhua Yao
DT-MIL: Deformable Transformer for Multi-instance Learning on Histopathological Image. MICCAI (8) (2021)
Hang Li, Fan Yang, Xiaohan Xing, Yu Zhao, Jun Zhang, Yueping Liu, Mengxue Han, Junzhou Huang, Liansheng Wang, Jianhua Yao
Multi-modal Multi-instance Learning Using Weakly Correlated Histopathological Images and Tabular Clinical Information. MICCAI (8) (2021)
Ting Xiao, Han Zheng, Xiaoning Wang, Xinghan Chen, Jianbo Chang, Jianhua Yao, Hong Shang, Peng Liu
Intracerebral Haemorrhage Growth Prediction Based on Displacement Vector Field and Clinical Metadata. MICCAI (5) (2021)
Zihan Wu, Rongbo Shen, Junzhou Huang, Liansheng Wang, Jianhua Yao
Strongly Supervised Mitosis Detection In Breast Histopathology Images Using Weak Labels. ISBI (2021)
Xiaohan Xing, Fan Yang, Hang Li, Jun Zhang, Yu Zhao, Mingxuan Gao, Junzhou Huang, Jianhua Yao
An Interpretable Multi-Level Enhanced Graph Attention Network for Disease Diagnosis with Gene Expression Data. BIBM (2021)
Hanbo Chen, Kang Wang, Yuyao Zhu, Jiangpeng Yan, Yan Ji, Jingjing Li, Dong Xie, Junzhou Huang, Shuqun Cheng, Jianhua Yao
From Pixel to Whole Slide: Automatic Detection of Microvascular Invasion in Hepatocellular Carcinoma on Histopathological Image via Cascaded Networks. MICCAI (8) (2021)
Jiangpeng Yan, Hanbo Chen, Kang Wang, Yan Ji, Yuyao Zhu, Jingjing Li, Dong Xie, Zhe Xu, Junzhou Huang, Shuqun Cheng, Xiu Li, Jianhua Yao
Hierarchical Attention Guided Framework for Multi-resolution Collaborative Whole Slide Image Segmentation. MICCAI (8) (2021)
Jun Zhang, Zhiyuan Hua, Kezhou Yan, Kuan Tian, Jianhua Yao, Eryun Liu, Mingxia Liu, Xiao Han
Joint fully convolutional and graph convolutional networks for weakly-supervised segmentation of pathology images. Medical Image Anal. 73 (2021)
Chenchen Qin, Haoming Li, Yixun Liu, Hong Shang, Hanqi Pei, Xiaoning Wang, Yihao Chen, Jianbo Chang, Ming Feng, Renzhi Wang, Jianhua Yao
3D Brain Midline Delineation for Hematoma Patients. MICCAI (5) (2021)
Weijia Lu, Jianhua Yao, Xiao Han, Haocheng Shen
New Boundary Constraint Loss to Facilitate Glands Segmentation. J. Medical Imaging Health Informatics 10 (7) (2020)
Ning Chai, Ziqiang Yin, Jianhua Yao
High Accuracy Profile Measurement With a New Virtual Multi-Probe Scanning System. IEEE Access 8 (2020)
Kuan Tian, Jun Zhang, Haocheng Shen, Kezhou Yan, Pei Dong, Jianhua Yao, Shannon Che, Pifu Luo, Xiao Han
Weakly-Supervised Nucleus Segmentation Based on Point Annotations: A Coarse-to-Fine Self-Stimulated Learning Strategy. MICCAI (5) (2020)
Yu Zhao, Fan Yang, Yuqi Fang, Hailing Liu, Niyun Zhou, Jun Zhang, Jiarui Sun, Sen Yang, Bjoern H. Menze, Xinjuan Fan, Jianhua Yao
Predicting Lymph Node Metastasis Using Histopathological Images Based on Multiple Instance Learning With Deep Graph Convolution. CVPR (2020)
Haocheng Shen, Kuan Tian, Pei Dong, Jun Zhang, Kezhou Yan, Shannon Che, Jianhua Yao, Pifu Luo, Xiao Han
Deep Active Learning for Breast Cancer Segmentation on Immunohistochemistry Images. MICCAI (5) (2020)
Ling Zhang, Le Lu, Xiaosong Wang, Robert Zhu, Mohammadhadi Bagheri, Ronald M. Summers, Jianhua Yao
Spatio-Temporal Convolutional LSTMs for Tumor Growth Prediction by Learning 4D Longitudinal Patient Data. IEEE Trans. Medical Imaging 39 (4) (2020)
Rongbo Shen, Jianhua Yao, Kezhou Yan, Kuan Tian, Cheng Jiang, Ke Zhou
Unsupervised domain adaptation with adversarial learning for mass detection in mammogram. Neurocomputing 393 (2020)
Yifan Zhang, Shuaicheng Niu, Zhen Qiu, Ying Wei, Peilin Zhao, Jianhua Yao, Junzhou Huang, Qingyao Wu, Mingkui Tan
COVID-DA: Deep Domain Adaptation from Typical Pneumonia to COVID-19. CoRR (2020)
Han Zheng, Hong Shang, Zhongqian Sun, Xinghui Fu, Jianhua Yao, Junzhou Huang
Supervised Augmentation: Leverage Strong Annotation for Limited Data. ISBI (2020)
Jun Zhang, Kuan Tian, Pei Dong, Haocheng Shen, Kezhou Yan, Jianhua Yao, Junzhou Huang, Xiao Han
Microscope Based HER2 Scoring System. CoRR (2020)
Zijian Zhang, Hong Shang, Han Zheng, Xiaoning Wang, Jiajun Wang, Zhongqian Sun, Junzhou Huang, Jianhua Yao
Asynchronous in Parallel Detection and Tracking (AIPDT): Real-Time Robust Polyp Detection. MICCAI (3) (2020)
Cheng Jiang, Jun Liao, Pei Dong, Zhaoxuan Ma, De Cai, Guoan Zheng, Yueping Liu, Hong Bu, Jianhua Yao
Blind deblurring for microscopic pathology images using deep learning networks. CoRR (2020)
Tongxin Wang, Weijia Lu, Fan Yang, Li Liu, Zhongyi Dong, Weimin Tang, Jia Chang, Wenjing Huan, Kun Huang, Jianhua Yao
Microsatellite Instability Prediction of Uterine Corpus Endometrial Carcinoma Based on H&E Histology Whole-Slide Imaging. ISBI (2020)
Jiamin Liu, Jianhua Yao, Mohammadhadi Bagheri, Veit Sandfort, Ronald M. Summers
A Semi-Supervised CNN Learning Method with Pseudo-class Labels for Atherosclerotic Vascular Calcification Detection. ISBI (2019)
Choonsik Lee, Gleb A. Kuzmin, Jinyong Bae, Jianhua Yao, Elizabeth Mosher, Les R. Folio
Automatic Mapping of CT Scan Locations on Computational Human Phantoms for Organ Dose Estimation. J. Digit. Imaging 32 (1) (2019)
Jiamin Liu, Jianhua Yao, Mohammadhadi Bagheri, Ronald M. Summers
A semi-supervised CNN learning method with pseudo-class labels for vascular calcification detection on low dose CT scans. Medical Imaging: Computer-Aided Diagnosis (2019)
He Zheng, Hanbo Chen, Junzhou Huang, Xuzhi Li, Xiao Han, Jianhua Yao
Polyp Tracking in Video Colonoscopy Using Optical Flow With an On-The-Fly Trained CNN. ISBI (2019)
Hanbo Chen, Xiao Han, Xinjuan Fan, Xiaoying Lou, Hailing Liu, Junzhou Huang, Jianhua Yao
Rectified Cross-Entropy and Upper Transition Loss for Weakly Supervised Whole Slide Image Classifier. MICCAI (1) (2019)
Ling Zhang, Le Lu, Robert Zhu, Mohammadhadi Bagheri, Ronald M. Summers, Jianhua Yao
Spatial-Temporal Convolutional LSTMs for Tumor Growth Prediction by Learning 4D Longitudinal Patient Data. CoRR (2019)
Yifan Zhang, Hanbo Chen, Ying Wei, Peilin Zhao, Jiezhang Cao, Xinjuan Fan, Xiaoying Lou, Hailing Liu, Jinlong Hou, Xiao Han, Jianhua Yao, Qingyao Wu, Mingkui Tan, Junzhou Huang
From Whole Slide Imaging to Microscopy: Deep Microscopy Adaptation Network for Histopathology Cancer Image Classification. MICCAI (1) (2019)
De Cai, Xianhe Sun, Niyun Zhou, Xiao Han, Jianhua Yao
Efficient Mitosis Detection in Breast Cancer Histology Images by RCNN. ISBI (2019)
Niyun Zhou, De Cai, Xiao Han, Jianhua Yao
Enhanced Cycle-Consistent Generative Adversarial Network for Color Normalization of H&E Stained Images. MICCAI (1) (2019)
Haoming Lin, Yuyang Hu, Siping Chen, Jianhua Yao, Ling Zhang
Fine-Grained Classification of Cervical Cells Using Morphological and Appearance Based Convolutional Neural Networks. IEEE Access 7 (2019)
Gui Liu, Jianhua Yao, Zhonghai Zhou
An Image Retrieval Technology Based on Morphology in Cloud Computing. ICCCS (1) (2018)
Ling Zhang, Le Lu, Ronald M. Summers, Electron Kebebew, Jianhua Yao
Convolutional Invasion and Expansion Networks for Tumor Growth Prediction. CoRR (2018)
Haoming Lin, Yuyang Hu, Siping Chen, Jianhua Yao, Ling Zhang
Fine-Grained Classification of Cervical Cells Using Morphological and Appearance Based Convolutional Neural Networks. CoRR (2018)
Ling Zhang, Vissagan Gopalakrishnan, Le Lu, Ronald M. Summers, Joel Moss, Jianhua Yao
Self-learning to detect and segment cysts in lung CT images without manual annotation. ISBI (2018)
Zhihui Guo, Ling Zhang, Le Lu, Mohammadhadi Bagheri, Ronald M. Summers, Milan Sonka, Jianhua Yao
Deep LOGISMOS: Deep Learning Graph-based 3D Segmentation of Pancreatic Tumors on CT scans. CoRR (2018)
Jianhua Yao, Robert Zhu, Pomi Yun, Nathan Hsieh, William Kovacs, Andrew E. Arai, Ami Mankodi, Ronald M. Summers, A. Reghan Foley, Carsten G. Bonnemann
Tracking diaphragm and chest wall movement on cine-MRI. ISBI (2018)
Ling Zhang, Le Lu, Ronald M. Summers, Electron Kebebew, Jianhua Yao
Convolutional Invasion and Expansion Networks for Tumor Growth Prediction. IEEE Trans. Medical Imaging 37 (2) (2018)
Ling Zhang, Vissagan Gopalakrishnan, Le Lu, Ronald M. Summers, Joel Moss, Jianhua Yao
Self-Learning to Detect and Segment Cysts in Lung CT Images without Manual Annotation. CoRR (2018)
Ling Zhang, Le Lu, Isabella Nogues, Ronald M. Summers, Shaoxiong Liu, Jianhua Yao
DeepPap: Deep Convolutional Networks for Cervical Cell Classification. CoRR (2018)
Zhihui Quo, Ling Zhang, Le Lu, Mohammadhadi Bagheri, Ronald M. Summers, Milan Sonka, Jianhua Yao
Deep LOGISMOS: Deep learning graph-based 3D segmentation of pancreatic tumors on CT scans. ISBI (2018)
Xiaosong Wang, Le Lu, Hoo-Chang Shin, Lauren Kim, Mohammadhadi Bagheri, Isabella Nogues, Jianhua Yao, Ronald M. Summers
Unsupervised Joint Mining of Deep Features and Image Labels for Large-Scale Radiology Image Categorization and Scene Recognition. WACV (2017)
Ling Zhang, Milan Sonka, Le Lu, Ronald M. Summers, Jianhua Yao
Combining fully convolutional networks and graph-based approach for automated segmentation of cervical cell nuclei. ISBI (2017)
Dehui Xiang, Ulas Bagci, Chao Jin, Fei Shi, Weifang Zhu, Jianhua Yao, Milan Sonka, Xinjian Chen
CorteXpert: A model-based method for automatic renal cortex segmentation. Medical Image Anal. 42 (2017)
Ling Zhang, Le Lu, Ronald M. Summers, Electron Kebebew, Jianhua Yao
Personalized Pancreatic Tumor Growth Prediction via Group Learning. MICCAI (2) (2017)
Uyen N. Hoang, Ashkan A. Malayeri, Nathan S. Lay, Ronald M. Summers, Jianhua Yao
Texture analysis of common renal masses in multiple MR sequences for prediction of pathology. Medical Imaging: Computer-Aided Diagnosis (2017)
Ling Zhang, Le Lu, Isabella Nogues, Ronald M. Summers, Shaoxiong Liu, Jianhua Yao
DeepPap: Deep Convolutional Networks for Cervical Cell Classification. IEEE J. Biomed. Health Informatics 21 (6) (2017)
Ling Zhang, Le Lu, Ronald M. Summers, Electron Kebebew, Jianhua Yao
Personalized Pancreatic Tumor Growth Prediction via Group Learning. CoRR (2017)
Jiamin Liu, Le Lu, Jianhua Yao, Mohammadhadi Bagheri, Ronald M. Summers
Pelvic artery calcification detection on CT scans using convolutional neural networks. Medical Imaging: Computer-Aided Diagnosis (2017)
Jianhua Yao, William Kovacs, Nathan Hsieh, Chia-Ying Liu, Ronald M. Summers
Holistic Segmentation of Intermuscular Adipose Tissues on Thigh MRI. MICCAI (1) (2017)
Xiaosong Wang, Le Lu, Hoo-Chang Shin, Lauren Kim, Mohammadhadi Bagheri, Isabella Nogues, Jianhua Yao, Ronald M. Summers
Unsupervised Joint Mining of Deep Features and Image Labels for Large-scale Radiology Image Categorization and Scene Recognition. CoRR (2017)
Karthik Chellamuthu, Jiamin Liu, Jianhua Yao, Mohammadhadi Bagheri, Le Lu, Veit Sandfort, Ronald M. Summers
Atherosclerotic vascular calcification detection and segmentation on low dose computed tomography scans using convolutional neural networks. ISBI (2017)
Ken C. L. Wong, Ronald M. Summers, Electron Kebebew, Jianhua Yao
Pancreatic Tumor Growth Prediction With Elastic-Growth Decomposition, Image-Derived Motion, and FDM-FEM Coupling. IEEE Trans. Medical Imaging 36 (1) (2017)
William Kovacs, Chia-Ying Liu, Ronald M. Summers, Jianhua Yao
Identification of muscle and subcutaneous and intermuscular adipose tissue on thigh MRI of muscular dystrophy. ISBI (2016)
William Kovacs, Samuel Weisenthal, Les R. Folio, Qiaoyi Li, Ronald M. Summers, Jianhua Yao
Retrieval, visualization, and mining of large radiation dosage data. Inf. Retr. J. 19 (1-2) (2016)
Holger R. Roth, Yinong Wang, Jianhua Yao, Le Lu, Joseph E. Burns, Ronald M. Summers
Deep convolutional networks for automated detection of posterior-element fractures on spine CT. Medical Imaging: Computer-Aided Diagnosis (2016)
Yinong Wang, Jianhua Yao, Joseph E. Burns, Ronald M. Summers
Osteoporotic and neoplastic compression fracture classification on longitudinal CT. ISBI (2016)
Ken C. L. Wong, Michael Tee, Marcus Chen, David A. Bluemke, Ronald M. Summers, Jianhua Yao
Regional infarction identification from cardiac CT images: a computer-aided biomechanical approach. Int. J. Comput. Assist. Radiol. Surg. 11 (9) (2016)
Hoo-Chang Shin, Holger R. Roth, Mingchen Gao, Le Lu, Ziyue Xu, Isabella Nogues, Jianhua Yao, Daniel J. Mollura, Ronald M. Summers
Deep Convolutional Neural Networks for Computer-Aided Detection: CNN Architectures, Dataset Characteristics and Transfer Learning. IEEE Trans. Medical Imaging 35 (5) (2016)
Yinong Wang, Jianhua Yao, Joseph E. Burns, Jiamin Liu, Ronald M. Summers
Detection of Degenerative Osteophytes of the Spine on PET/CT Using Region-Based Convolutional Neural Networks. CSI@MICCAI (2016)
Dominic Duggan, Jianhua Yao
Parameterized Dataflow (Extended Abstract). QAPL (2016)
Jianhua Yao, Joseph E. Burns, Daniel Forsberg, Alexander Seitel, Abtin Rasoulian, Purang Abolmaesumi, Kerstin Hammernik, Martin Urschler, Bulat Ibragimov, Robert Korez, Tomaz Vrtovec, Isaac Castro-Mateos, Jose M. Pozo, Alejandro F. Frangi, Ronald M. Summers, Shuo Li
A multi-center milestone study of clinical vertebral CT segmentation. Comput. Medical Imaging Graph. 49 (2016)
Hoo-Chang Shin, Kirk Roberts, Le Lu, Dina Demner-Fushman, Jianhua Yao, Ronald M. Summers
Learning to Read Chest X-Rays: Recurrent Neural Cascade Model for Automated Image Annotation. CVPR (2016)
Hoo-Chang Shin, Holger R. Roth, Mingchen Gao, Le Lu, Ziyue Xu, Isabella Nogues, Jianhua Yao, Daniel J. Mollura, Ronald M. Summers
Deep Convolutional Neural Networks for Computer-Aided Detection: CNN Architectures, Dataset Characteristics and Transfer Learning. CoRR (2016)
Samuel J. Weisenthal, Les R. Folio, William Kovacs, Ari Seff, Vana Derderian, Ronald M. Summers, Jianhua Yao
Open-Source Radiation Exposure Extraction Engine (RE3) with Patient-Specific Outlier Detection. J. Digit. Imaging 29 (4) (2016)
Dominic Duggan, Justice A. Muh, Leonard Ndongo, Jianhua Yao, Lian Yu
Mobile Device Administration for Secure and Manageable Health Data Collection in Under-Resourced Areas. ACM DEV (2016)
Yinong Wang, Jianhua Yao, Holger R. Roth, Joseph E. Burns, Ronald M. Summers
Improving Vertebra Segmentation through Joint Vertebra-Rib Atlases. CoRR (2016)
Yinong Wang, Jianhua Yao, Joseph E. Burns, Ronald M. Summers
Osteoporotic and Neoplastic Compression Fracture Classification on Longitudinal CT. CoRR (2016)
Hoo-Chang Shin, Le Lu, Lauren Kim, Ari Seff, Jianhua Yao, Ronald M. Summers
Interleaved Text/Image Deep Mining on a Large-Scale Radiology Database for Automated Image Interpretation. J. Mach. Learn. Res. 17 (2016)
Yinong Wang, Jianhua Yao, Holger R. Roth, Joseph E. Burns, Ronald M. Summers
Multi-Atlas Segmentation with Joint Label Fusion of Osteoporotic Vertebral Compression Fractures on CT. CoRR (2016)
Xiaosong Wang, Le Lu, Hoo-Chang Shin, Lauren Kim, Isabella Nogues, Jianhua Yao, Ronald M. Summers
Unsupervised Category Discovery via Looped Deep Pseudo-Task Optimization Using a Large Scale Radiology Image Database. CoRR (2016)
Zachary Destefano, Nadine Abi-Jaoudeh, Ming Li, Bradford J. Wood, Ronald M. Summers, Jianhua Yao
CT thermometry for cone-beam CT guided ablation. Medical Imaging: Image-Guided Procedures (2016)
Yinong Wang, Jianhua Yao, Holger R. Roth, Joseph E. Burns, Ronald M. Summers
Improving vertebra segmentation through joint vertebra-rib atlases. Medical Imaging: Computer-Aided Diagnosis (2016)
Hoo-Chang Shin, Kirk Roberts, Le Lu, Dina Demner-Fushman, Jianhua Yao, Ronald M. Summers
Learning to Read Chest X-Rays: Recurrent Neural Cascade Model for Automated Image Annotation. CoRR (2016)
Holger R. Roth, Le Lu, Jiamin Liu, Jianhua Yao, Ari Seff, Kevin M. Cherry, Lauren Kim, Ronald M. Summers
Improving Computer-Aided Detection Using Convolutional Neural Networks and Random View Aggregation. IEEE Trans. Medical Imaging 35 (5) (2016)
Holger R. Roth, Yinong Wang, Jianhua Yao, Le Lu, Joseph E. Burns, Ronald M. Summers
Deep convolutional networks for automated detection of posterior-element fractures on spine CT. CoRR (2016)
William Kovacs, Chia-Ying Liu, Ronald M. Summers, Jianhua Yao
Differentiation of fat, muscle, and edema in thigh MRIs using random forest classification. Medical Imaging: Computer-Aided Diagnosis (2016)
Ken C. L. Wong, Michael Tee, Marcus Chen, David A. Bluemke, Ronald M. Summers, Jianhua Yao
Computer-Aided Infarction Identification from Cardiac CT Images: A Biomechanical Approach with SVM. MICCAI (2) (2015)
Holger R. Roth, Le Lu, Jiamin Liu, Jianhua Yao, Ari Seff, Kevin M. Cherry, Lauren Kim, Ronald M. Summers
Improving Computer-aided Detection using Convolutional Neural Networks and Random View Aggregation. CoRR (2015)
Jiamin Liu, Divya Narayanan, Kevin W. Chang, Lauren Kim, Evrim Turkbey, Le Lu, Jianhua Yao, Ronald M. Summers
Automated segmentation of the thyroid gland on CT using multi-atlas label fusion and random forest. ISBI (2015)
Yinong Wang, Jianhua Yao, Holger R. Roth, Joseph E. Burns, Ronald M. Summers
Multi-atlas Segmentation with Joint Label Fusion of Osteoporotic Vertebral Compression Fractures on CT. CSI@MICCAI (2015)
Holger R. Roth, Christopher T. Lee, Hoo-Chang Shin, Ari Seff, Lauren Kim, Jianhua Yao, Le Lu, Ronald M. Summers
Anatomy-specific classification of medical images using deep convolutional nets. CoRR (2015)
James Stieger, Joseph E. Burns, Jianhua Yao, Ronald M. Summers
Dynamic cortex stripping for vertebra evaluation. Medical Imaging: Computer-Aided Diagnosis (2015)
Shuo Li, Jianhua Yao, Nassir Navab
Guest Editorial Special Issue on Spine Imaging, Image-Based Modeling, and Image Guided Intervention. IEEE Trans. Medical Imaging 34 (8) (2015)
Ken C. L. Wong, Ronald M. Summers, Electron Kebebew, Jianhua Yao
Pancreatic Tumor Growth Prediction with Multiplicative Growth and Image-Derived Motion. IPMI (2015)
Jiamin Liu, Kevin W. Chang, Lauren Kim, Evrim Turkbey, Le Lu, Jianhua Yao, Ronald M. Summers
Automated segmentation of thyroid gland on CT images with multi-atlas label fusion and random classification forest. Medical Imaging: Computer-Aided Diagnosis (2015)
Jianfei Liu, Shijun Wang, Marius George Linguraru, Jianhua Yao, Ronald M. Summers
Computer-aided detection of exophytic renal lesions on non-contrast CT images. Medical Image Anal. 19 (1) (2015)
Hoo-Chang Shin, Le Lu, Lauren Kim, Ari Seff, Jianhua Yao, Ronald M. Summers
Interleaved Text/Image Deep Mining on a Large-Scale Radiology Database for Automated Image Interpretation. CoRR (2015)
Holger R. Roth, Christopher T. Lee, Hoo-Chang Shin, Ari Seff, Lauren Kim, Jianhua Yao, Le Lu, Ronald M. Summers
Anatomy-specific classification of medical images using deep convolutional nets. ISBI (2015)
Hoo-Chang Shin, Le Lu, Lauren Kim, Ari Seff, Jianhua Yao, Ronald M. Summers
Interleaved text/image Deep Mining on a large-scale radiology database. CVPR (2015)
Ken C. L. Wong, Ronald M. Summers, Electron Kebebew, Jianhua Yao
Tumor growth prediction with reaction-diffusion and hyperelastic biomechanical model by physiological data fusion. Medical Image Anal. 25 (1) (2015)
Ken C. L. Wong, Michael Tee, Marcus Chen, David A. Bluemke, Ronald M. Summers, Jianhua Yao
Myocardial strain estimation from CT: towards computer-aided diagnosis on infarction identification. Medical Imaging: Computer-Aided Diagnosis (2015)
Holger R. Roth, Jianhua Yao, Le Lu, James Stieger, Joseph E. Burns, Ronald M. Summers
Detection of Sclerotic Spine Metastases via Random Aggregation of Deep Convolutional Neural Network Classifications. CoRR (2014)
Jiamin Liu, Jocelyn Zhao, Joanne Hoffman, Jianhua Yao, Le Lu, Evrim Turkbey, Christine Kim, Ronald M. Summers
Detection and station mapping of mediastinal lymph nodes on thoracic computed tomography using spatial prior from multi-atlas label fusion. ISBI (2014)

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Publication Activity (10 Years)

Top Topics

Top Venues

Jianhua Yao