Mohammadhadi Bagheri

发表

A semi-supervised CNN learning method with pseudo-class labels for vascular calcification detection on low dose CT scans

Ronald M. Summers, Jiamin Liu, Jianhua Yao, 2019, Medical Imaging.

Deep Lesion Graphs in the Wild: Relationship Learning and Organization of Significant Radiology Image Findings in a Diverse Large-Scale Lesion Database

Ronald M. Summers, Ling Zhang, Adam P. Harrison, 2017, 2018 IEEE/CVF Conference on Computer Vision and Pattern Recognition.

Deep LOGISMOS: Deep learning graph-based 3D segmentation of pancreatic tumors on CT scans

Milan Sonka, Mohammadhadi Bagheri, Jianhua Yao, 2018, 2018 IEEE 15th International Symposium on Biomedical Imaging (ISBI 2018).

Holistic and Comprehensive Annotation of Clinically Significant Findings on Diverse CT Images: Learning From Radiology Reports and Label Ontology

Ronald M. Summers, Yifan Peng, Zhiyong Lu, 2019, 2019 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR).

NegBio: a high-performance tool for negation and uncertainty detection in radiology reports

Ronald M. Summers, Yifan Peng, Zhiyong Lu, 2017, AMIA Joint Summits on Translational Science proceedings. AMIA Joint Summits on Translational Science.

Pelvic artery calcification detection on CT scans using convolutional neural networks

Ronald M. Summers, Jiamin Liu, Jianhua Yao, 2017, Medical Imaging.

Atherosclerotic vascular calcification detection and segmentation on low dose computed tomography scans using convolutional neural networks

Ronald M. Summers, Jiamin Liu, Jianhua Yao, 2017, 2017 IEEE 14th International Symposium on Biomedical Imaging (ISBI 2017).

ChestX-ray: Hospital-Scale Chest X-ray Database and Benchmarks on Weakly Supervised Classification and Localization of Common Thorax Diseases

Ronald M. Summers, Yifan Peng, Zhiyong Lu, 2019, Deep Learning and Convolutional Neural Networks for Medical Imaging and Clinical Informatics.

Deep Lesion Graph in the Wild: Relationship Learning and Organization of Significant Radiology Image Findings in a Diverse Large-Scale Lesion Database

Ronald M. Summers, Adam P. Harrison, Mohammadhadi Bagheri, 2019, Deep Learning and Convolutional Neural Networks for Medical Imaging and Clinical Informatics.

A coarse-to-fine approach for pericardial effusion localization and segmentation in chest CT scans

Ronald M. Summers, Jiamin Liu, Mohammadhadi Bagheri, 2018, Medical Imaging.

A Semi-Supervised CNN Learning Method with Pseudo-class Labels for Atherosclerotic Vascular Calcification Detection

Ronald M. Summers, Mohammadhadi Bagheri, Jiamin Liu, 2019, 2019 IEEE 16th International Symposium on Biomedical Imaging (ISBI 2019).

MULAN: Multitask Universal Lesion Analysis Network for Joint Lesion Detection, Tagging, and Segmentation

Youbao Tang, Ronald M. Summers, Yifan Peng, 2019, MICCAI.

Unsupervised Joint Mining of Deep Features and Image Labels for Large-Scale Radiology Image Categorization and Scene Recognition

Ronald M. Summers, Jianhua Yao, Mohammadhadi Bagheri, 2017, 2017 IEEE Winter Conference on Applications of Computer Vision (WACV).

Semi-Automatic RECIST Labeling on CT Scans with Cascaded Convolutional Neural Networks pdf

Youbao Tang, Jing Xiao, Ronald M. Summers, 2018, MICCAI.

Text Mining Radiology Reports for Deep Learning Radiology Images

Ronald M. Summers, Yifan Peng, Zhiyong Lu, 2017, AMIA.

ChestX-ray: Hospital-Scale Chest X-ray Database and Benchmarks on Weakly Supervised Classification and Localization of Common Thorax Diseases

Ronald M. Summers, Yifan Peng, Zhiyong Lu, 2019, Deep Learning and Convolutional Neural Networks for Medical Imaging and Clinical Informatics.

3D Context Enhanced Region-based Convolutional Neural Network for End-to-End Lesion Detection pdf

Ronald M. Summers, Mohammadhadi Bagheri, Ke Yan, 2018, MICCAI.

Spatial-Temporal Convolutional LSTMs for Tumor Growth Prediction by Learning 4D Longitudinal Patient Data

Ronald M. Summers, Ling Zhang, Jianhua Yao, 2019, ArXiv.

Cascaded coarse-to-fine convolutional neural networks for pericardial effusion localization and segmentation on CT scans

Ronald M. Summers, Jiamin Liu, Mohammadhadi Bagheri, 2018, 2018 IEEE 15th International Symposium on Biomedical Imaging (ISBI 2018).

Photon-Counting Computed Tomography for Vascular Imaging of the Head and Neck: First In Vivo Human Results

Mohammadhadi Bagheri, Stefan Ulzheimer, Steffen Kappler, 2017, Investigative radiology.