Text Mining Radiology Reports for Deep Learning Radiology Images. - Yifan Peng 002; Xiaosong Wang 001; Le Lu 001; Mohammadhadi Bagheri; Ronald M. Summers; Zhiyong Lu (AMIA, 2017)

ChestX-Ray8: Hospital-Scale Chest X-Ray Database and Benchmarks on Weakly-Supervised Classification and Localization of Common Thorax Diseases. - Xiaosong Wang 001; Yifan Peng 002; Le Lu 001; Zhiyong Lu; Mohammadhadi Bagheri; Ronald M. Summers (CVPR, 2017)

Atherosclerotic vascular calcification detection and segmentation on low dose computed tomography scans using convolutional neural networks. - Karthik Chellamuthu; Jiamin Liu; Jianhua Yao 001; Mohammadhadi Bagheri; Le Lu 001; Veit Sandfort; Ronald M. Summers (ISBI, 2017)

Pelvic artery calcification detection on CT scans using convolutional neural networks. - Jiamin Liu; Le Lu 001; Jianhua Yao 001; Mohammadhadi Bagheri; Ronald M. Summers (Computer-Aided Diagnosis, 2017)

Unsupervised Joint Mining of Deep Features and Image Labels for Large-Scale Radiology Image Categorization and Scene Recognition. - Xiaosong Wang 001; Le Lu 001; Hoo-Chang Shin; Lauren Kim; Mohammadhadi Bagheri; Isabella Nogues; Jianhua Yao 001; Ronald M. Summers (WACV, 2017)

NegBio: a high-performance tool for negation and uncertainty detection in radiology reports. - Yifan Peng 002; Xiaosong Wang 001; Le Lu 001; Mohammadhadi Bagheri; Ronald M. Summers; Zhiyong Lu (CoRR, 2017)

Deep Lesion Graphs in the Wild: Relationship Learning and Organization of Significant Radiology Image Findings in a Diverse Large-Scale Lesion Database. - Ke Yan 006; Xiaosong Wang 001; Le Lu 001; Ling Zhang 002; Adam P. Harrison; Mohammadhadi Bagheri; Ronald M. Summers (CVPR, 2018)

Cascaded coarse-to-fine convolutional neural networks for pericardial effusion localization and segmentation on CT scans. - Jiamin Liu; Jinzheng Cai; Karthik Chellamuthu; Mohammadhadi Bagheri; Le Lu 001; Ronald M. Summers (ISBI, 2018)

Deep LOGISMOS: Deep learning graph-based 3D segmentation of pancreatic tumors on CT scans. - Zhihui Quo; Ling Zhang 002; Le Lu 001; Mohammadhadi Bagheri; Ronald M. Summers; Milan Sonka; Jianhua Yao 001 (ISBI, 2018)

A coarse-to-fine approach for pericardial effusion localization and segmentation in chest CT scans. - Jiamin Liu; Karthik Chellamuthu; Le Lu 001; Mohammadhadi Bagheri; Ronald M. Summers (Computer-Aided Diagnosis, 2018)

Semi-automatic RECIST Labeling on CT Scans with Cascaded Convolutional Neural Networks. - Youbao Tang; Adam P. Harrison; Mohammadhadi Bagheri; Jing Xiao 006; Ronald M. Summers (MICCAI (4), 2018)

3D Context Enhanced Region-Based Convolutional Neural Network for End-to-End Lesion Detection. - Ke Yan 006; Mohammadhadi Bagheri; Ronald M. Summers (MICCAI (1), 2018)

Deep LOGISMOS: Deep Learning Graph-based 3D Segmentation of Pancreatic Tumors on CT scans. - Zhihui Guo; Ling Zhang 002; Le Lu 001; Mohammadhadi Bagheri; Ronald M. Summers; Milan Sonka; Jianhua Yao 001 (CoRR, 2018)

ChestX-ray: Hospital-Scale Chest X-ray Database and Benchmarks on Weakly Supervised Classification and Localization of Common Thorax Diseases. - Xiaosong Wang 001; Yifan Peng 002; Le Lu 001; Zhiyong Lu; Mohammadhadi Bagheri; Ronald M. Summers (Deep Learning and Convolutional Neural Networks for Medical Imaging and Clinical Informatics, 2019)

Deep Lesion Graph in the Wild: Relationship Learning and Organization of Significant Radiology Image Findings in a Diverse Large-Scale Lesion Database. - Ke Yan 006; Xiaosong Wang 001; Le Lu 001; Ling Zhang 002; Adam P. Harrison; Mohammadhadi Bagheri; Ronald M. Summers (Deep Learning and Convolutional Neural Networks for Medical Imaging and Clinical Informatics, 2019)

Holistic and Comprehensive Annotation of Clinically Significant Findings on Diverse CT Images: Learning From Radiology Reports and Label Ontology. - Ke Yan 006; Yifan Peng 002; Veit Sandfort; Mohammadhadi Bagheri; Zhiyong Lu; Ronald M. Summers (CVPR, 2019)

A Semi-Supervised CNN Learning Method with Pseudo-class Labels for Atherosclerotic Vascular Calcification Detection. - Jiamin Liu; Jianhua Yao 001; Mohammadhadi Bagheri; Veit Sandfort; Ronald M. Summers (ISBI, 2019)

A semi-supervised CNN learning method with pseudo-class labels for vascular calcification detection on low dose CT scans. - Jiamin Liu; Jianhua Yao 001; Mohammadhadi Bagheri; Ronald M. Summers (Computer-Aided Diagnosis, 2019)

MULAN: Multitask Universal Lesion Analysis Network for Joint Lesion Detection, Tagging, and Segmentation. - Ke Yan 006; Youbao Tang; Yifan Peng 002; Veit Sandfort; Mohammadhadi Bagheri; Zhiyong Lu; Ronald M. Summers (MICCAI (6), 2019)

Spatial-Temporal Convolutional LSTMs for Tumor Growth Prediction by Learning 4D Longitudinal Patient Data. - Ling Zhang 002; Le Lu 001; Robert Zhu; Mohammadhadi Bagheri; Ronald M. Summers; Jianhua Yao 001 (CoRR, 2019)

Automated abnormality classification of chest radiographs using deep convolutional neural networks. - Yuxing Tang; Youbao Tang; Yifan Peng 002; Ke Yan 006; Mohammadhadi Bagheri; Bernadette A. Redd; Catherine J. Brandon; Zhiyong Lu; Mei Han; Jing Xiao 006; Ronald M. Summers (npj Digit. Medicine, 2020)

Spatio-Temporal Convolutional LSTMs for Tumor Growth Prediction by Learning 4D Longitudinal Patient Data. - Ling Zhang 002; Le Lu 001; Xiaosong Wang 001; Robert Zhu; Mohammadhadi Bagheri; Ronald M. Summers; Jianhua Yao 001 (IEEE Trans. Medical Imaging, 2020)