Mohammadhadi Bagheri

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All published works

Action	Title	Year	Authors
+	Spatio-Temporal Convolutional LSTMs for Tumor Growth Prediction by Learning 4D Longitudinal Patient Data	2019	Ling Zhang Le Lü Xiaosong Wang Robert Zhu Mohammadhadi Bagheri Ronald M. Summers Jianhua Yao
+ PDF Chat	Holistic and Comprehensive Annotation of Clinically Significant Findings on Diverse CT Images: Learning From Radiology Reports and Label Ontology	2019	Ke Yan Yifan Peng Veit Sandfort Mohammadhadi Bagheri Zhiyong Lu Ronald M. Summers
+	Spatio-Temporal Convolutional LSTMs for Tumor Growth Prediction by Learning 4D Longitudinal Patient Data	2019	Ling Zhang Le Lü Xiaosong Wang Robert Zhu Mohammadhadi Bagheri Ronald M. Summers Jianhua Yao
+	Holistic and Comprehensive Annotation of Clinically Significant Findings on Diverse CT Images: Learning from Radiology Reports and Label Ontology	2019	Ke Yan Yifan Peng Veit Sandfort Mohammadhadi Bagheri Zhiyong Lu Ronald M. Summers
+ PDF Chat	ChestX-ray: Hospital-Scale Chest X-ray Database and Benchmarks on Weakly Supervised Classification and Localization of Common Thorax Diseases	2019	Xiaosong Wang Yifan Peng Le Lü Zhiyong Lu Mohammadhadi Bagheri Ronald M. Summers
+ PDF Chat	MULAN: Multitask Universal Lesion Analysis Network for Joint Lesion Detection, Tagging, and Segmentation	2019	Ke Yan Youbao Tang Yifan Peng Veit Sandfort Mohammadhadi Bagheri Zhiyong Lu Ronald M. Summers
+ PDF Chat	Deep Lesion Graphs in the Wild: Relationship Learning and Organization of Significant Radiology Image Findings in a Diverse Large-Scale Lesion Database	2018	Ke Yan Xiaosong Wang Le Lü Ling Zhang Adam P. Harrison Mohammadhadi Bagheri Ronald M. Summers
+ PDF Chat	Deep LOGISMOS: Deep learning graph-based 3D segmentation of pancreatic tumors on CT scans	2018	Zhihui Guo Ling Zhang Le Lü Mohammadhadi Bagheri Ronald M. Summers Milan Sonka Jianhua Yao
+	Deep LOGISMOS: Deep Learning Graph-based 3D Segmentation of Pancreatic Tumors on CT scans	2018	Zhihui Guo Ling Zhang Le Lü Mohammadhadi Bagheri Ronald M. Summers Milan Sonka Jianhua Yao
+ PDF Chat	Semi-automatic RECIST Labeling on CT Scans with Cascaded Convolutional Neural Networks	2018	Youbao Tang Adam P. Harrison Mohammadhadi Bagheri Jing Xiao Ronald M. Summers
+ PDF Chat	3D Context Enhanced Region-Based Convolutional Neural Network for End-to-End Lesion Detection	2018	Ke Yan Mohammadhadi Bagheri Ronald M. Summers
+	Semi-Automatic RECIST Labeling on CT Scans with Cascaded Convolutional Neural Networks	2018	Youbao Tang Adam P. Harrison Mohammadhadi Bagheri Jing Xiao Ronald M. Summers
+	3D Context Enhanced Region-based Convolutional Neural Network for End-to-End Lesion Detection	2018	Ke Yan Mohammadhadi Bagheri Ronald M. Summers
+	NegBio: a high-performance tool for negation and uncertainty detection in radiology reports	2017	Yifan Peng Xiaosong Wang Le Lü Mohammadhadi Bagheri Ronald M. Summers Zhiyong Lu
+ PDF Chat	ChestX-Ray8: Hospital-Scale Chest X-Ray Database and Benchmarks on Weakly-Supervised Classification and Localization of Common Thorax Diseases	2017	Xiaosong Wang Yifan Peng Le Lü Zhiyong Lu Mohammadhadi Bagheri Ronald M. Summers
+ PDF Chat	Unsupervised Joint Mining of Deep Features and Image Labels for Large-Scale Radiology Image Categorization and Scene Recognition	2017	Xiaosong Wang Le Lü 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	2017	Xiaosong Wang Le Lü Hoo-Chang Shin Lauren Kim Mohammadhadi Bagheri Isabella Nogues Jianhua Yao Ronald M. Summers
+	NegBio: a high-performance tool for negation and uncertainty detection in radiology reports	2017	Yifan Peng Xiaosong Wang Le Lü Mohammadhadi Bagheri Ronald M. Summers Zhiyong Lu

Common Coauthors

Coauthor	Papers Together
Ronald M. Summers	18
Le Lü	11
Xiaosong Wang	9
Yifan Peng	7
Zhiyong Lu	7
Jianhua Yao	6
Ke Yan	6
Ling Zhang	5
Veit Sandfort	3
Adam P. Harrison	3
Youbao Tang	3
Jing Xiao	2
Hoo-Chang Shin	2
Zhihui Guo	2
Isabella Nogues	2
Lauren Kim	2
Robert Zhu	2
Milan Sonka	2

Commonly Cited References

Action	Title	Year	Authors	# of times referenced
+	Deep Convolutional Neural Networks for Computer-Aided Detection: CNN Architectures, Dataset Characteristics and Transfer Learning	2016	Hoo-Chang Shin Holger R. Roth Mingchen Gao Le Lü Ziyue Xu Isabella Nogues Jianhua Yao Daniel J. Mollura Ronald M. Summers	7
+	Very Deep Convolutional Networks for Large-Scale Image Recognition	2014	Karen Simonyan Andrew Zisserman	5
+	Very Deep Convolutional Networks for Large-Scale Image Recognition	2014	Karen Simonyan Andrew Zisserman	5
+ PDF Chat	Going deeper with convolutions	2015	Christian Szegedy Wei Liu Yangqing Jia Pierre Sermanet Scott Reed Dragomir Anguelov Dumitru Erhan Vincent Vanhoucke Andrew Rabinovich	4
+ PDF Chat	ImageNet Large Scale Visual Recognition Challenge	2015	Olga Russakovsky Jia Deng Hao Su Jonathan Krause Sanjeev Satheesh Sean Ma Zhiheng Huang Andrej Karpathy Aditya Khosla Michael S. Bernstein	4
+ PDF Chat	ChestX-Ray8: Hospital-Scale Chest X-Ray Database and Benchmarks on Weakly-Supervised Classification and Localization of Common Thorax Diseases	2017	Xiaosong Wang Yifan Peng Le Lü Zhiyong Lu Mohammadhadi Bagheri Ronald M. Summers	4
+ PDF Chat	Deep visual-semantic alignments for generating image descriptions	2015	Andrej Karpathy Li Fei-Fei	4
+ PDF Chat	Joint Sequence Learning and Cross-Modality Convolution for 3D Biomedical Segmentation	2017	Kuan-Lun Tseng Yen-Liang Lin Winston H. Hsu Chung-Yang Huang	3
+ PDF Chat	Personalized Pancreatic Tumor Growth Prediction via Group Learning	2017	Ling Zhang Le Lü Ronald M. Summers Electron Kebebew Jianhua Yao	3
+ PDF Chat	Validation, comparison, and combination of algorithms for automatic detection of pulmonary nodules in computed tomography images: The LUNA16 challenge	2017	Arnaud Arindra Adiyoso Setio Alberto Traverso Thomas de Bel Moira S.N. Berens Cas van den Bogaard P. Cerello Hao Chen Qi Dou M.E. Fantacci Bram Geurts	3
+ PDF Chat	MDNet: A Semantically and Visually Interpretable Medical Image Diagnosis Network	2017	Zizhao Zhang Yuanpu Xie Fuyong Xing Mason McGough Lin Yang	3
+ PDF Chat	Deep Lesion Graphs in the Wild: Relationship Learning and Organization of Significant Radiology Image Findings in a Diverse Large-Scale Lesion Database	2018	Ke Yan Xiaosong Wang Le Lü Ling Zhang Adam P. Harrison Mohammadhadi Bagheri Ronald M. Summers	3
+ PDF Chat	A survey on deep learning in medical image analysis	2017	Geert Litjens Thijs Kooi Babak Ehteshami Bejnordi Arnaud Arindra Adiyoso Setio Francesco Ciompi Mohsen Ghafoorian Jeroen van der Laak Bram van Ginneken Clara I. Sá‎nchez	3
+ PDF Chat	FaceNet: A unified embedding for face recognition and clustering	2015	Florian Schroff Dmitry Kalenichenko James Philbin	3
+ PDF Chat	3D Context Enhanced Region-Based Convolutional Neural Network for End-to-End Lesion Detection	2018	Ke Yan Mohammadhadi Bagheri Ronald M. Summers	3
+ PDF Chat	Evaluate the Malignancy of Pulmonary Nodules Using the 3-D Deep Leaky Noisy-OR Network	2019	Fangzhou Liao Ming Liang Zhe Li Xiaolin Hu Sen Song	3
+ PDF Chat	Flickr30k Entities: Collecting Region-to-Phrase Correspondences for Richer Image-to-Sentence Models	2015	Bryan A. Plummer Liwei Wang Chris M. Cervantes Juan C. Caicedo Julia Hockenmaier Svetlana Lazebnik	2
+ PDF Chat	Realistic simulation of the 3-D growth of brain tumors in MR images coupling diffusion with biomechanical deformation	2005	Olivier Clatz Maxime Sermesant Pierre‐Yves Bondiau Hervé Delingette Simon K. Warfield Grégoire Malandain N. Ayache	2
+ PDF Chat	Imbalanced Deep Learning by Minority Class Incremental Rectification	2018	Qi Dong Shaogang Gong Xiatian Zhu	2
+	Convolutional LSTM Network: A Machine Learning Approach for Precipitation Nowcasting	2015	Xingjian Shi Zhourong Chen Hao Wang Dit‐Yan Yeung Wai Kin Wong Wang‐chun Woo	2
+	Semi-supervised Learning with Deep Generative Models	2014	Diederik P. Kingma Shakir Mohamed Danilo Jimenez Rezende Max Welling	2
+ PDF Chat	Show and tell: A neural image caption generator	2015	Oriol Vinyals Alexander Toshev Samy Bengio Dumitru Erhan	2
+ PDF Chat	A DCE-MRI Driven 3-D Reaction-Diffusion Model of Solid Tumor Growth	2017	Thaís Roque Laurent Risser Veerle Kersemans Sean Smart Philip D. Allen Paul Kinchesh Stuart Gilchrist Ana L. Gomes Julia A. Schnabel Michael A. Chappell	2
+ PDF Chat	Deep Learning for Multi-task Medical Image Segmentation in Multiple Modalities	2016	Pim Moeskops Jelmer M. Wolterink Bas H. M. van der Velden Kenneth G. A. Gilhuijs Tim Leiner Max A. Viergever Ivana Išgum	2
+ PDF Chat	Domain-Adversarial Training of Neural Networks	2017	Yaroslav Ganin Evgeniya Ustinova Hana Ajakan Pascal Germain Hugo Larochelle François Laviolette Mario Marchand Victor Lempitsky	2
+ PDF Chat	Webly Supervised Learning of Convolutional Networks	2015	Xinlei Chen Abhinav Gupta	2
+ PDF Chat	Semi-automatic RECIST Labeling on CT Scans with Cascaded Convolutional Neural Networks	2018	Youbao Tang Adam P. Harrison Mohammadhadi Bagheri Jing Xiao Ronald M. Summers	2
+ PDF Chat	An image-driven parameter estimation problem for a reaction–diffusion glioma growth model with mass effects	2007	Cosmina Hogea Christos Davatzikos George Biros	2
+	Discriminative Unsupervised Feature Learning with Convolutional Neural Networks	2014	Alexey Dosovitskiy Jost Tobias Springenberg Martin Riedmiller Thomas Brox	2
+ PDF Chat	A quantitative model for differential motility of gliomas in grey and white matter	2000	Kristin R. Swanson Ellsworth C. Alvord J. D. Murray	2
+ PDF Chat	Accurate Pulmonary Nodule Detection in Computed Tomography Images Using Deep Convolutional Neural Networks	2017	Jia Ding Aoxue Li Zhiqiang Hu Liwei Wang	2
+	R-FCN: Object Detection via Region-based Fully Convolutional Networks	2016	Jifeng Dai Li Yi Kaiming He Jian Sun	2
+	Improving Deep Pancreas Segmentation in CT and MRI Images via Recurrent Neural Contextual Learning and Direct Loss Function	2017	Jinzheng Cai Le Lü Yuanpu Xie Fuyong Xing Lin Yang	2
+ PDF Chat	Predicting Deeper into the Future of Semantic Segmentation	2017	Pauline Luc Natalia Neverova Camille Couprie Jakob Verbeek Yann LeCun	2
+	Batch Normalization: Accelerating Deep Network Training by Reducing Internal Covariate Shift	2015	Sergey Ioffe Christian Szegedy	2
+ PDF Chat	Improving Pairwise Ranking for Multi-label Image Classification	2017	Yuncheng Li Yale Song Jiebo Luo	2
+ PDF Chat	Convolutional Invasion and Expansion Networks for Tumor Growth Prediction	2017	Ling Zhang Le Lü Ronald M. Summers Electron Kebebew Jianhua Yao	2
+	Interrater reliability: the kappa statistic.	2012	Mary L. McHugh	2
+	Unsupervised High-level Feature Learning by Ensemble Projection for Semi-supervised Image Classification and Image Clustering	2016	Dengxin Dai Luc J. Van Gool	2
+ PDF Chat	Learning to Read Chest X-Rays: Recurrent Neural Cascade Model for Automated Image Annotation	2016	Hoo-Chang Shin Kirk Roberts Le Lü Dina Demner‐Fushman Jianhua Yao Ronald M. Summers	2
+ PDF Chat	Patient specific tumor growth prediction using multimodal images	2014	Yixun Liu Samira M. Sadowski Allison B. Weisbrod Electron Kebebew Ronald M. Summers Jianhua Yao	2
+ PDF Chat	The More You Know: Using Knowledge Graphs for Image Classification	2017	Kenneth Marino Ruslan Salakhutdinov Abhinav Gupta	2
+ PDF Chat	Deep Residual Learning for Image Recognition	2016	Kaiming He Xiangyu Zhang Shaoqing Ren Jian Sun	2
+ PDF Chat	Improving Computer-Aided Detection Using<?Pub _newline?>Convolutional Neural Networks and Random View Aggregation	2015	Holger R. Roth Le Lü Jiamin Liu Jianhua Yao Ari Seff Kevin M. Cherry Lauren Kim Ronald M. Summers	2
+ PDF Chat	A Generative Approach for Image-Based Modeling of Tumor Growth	2011	Bjoern Menze Koen Van Leemput Antti Honkela Ender Konukoglu Marc‐André Weber Nicholas Ayache Polina Golland	2
+ PDF Chat	HeMIS: Hetero-Modal Image Segmentation	2016	Mohammad Havaei Nicolas Guizard Nicolas Chapados Yoshua Bengio	2
+ PDF Chat	Harvesting Discriminative Meta Objects with Deep CNN Features for Scene Classification	2015	Wu Ruobing Baoyuan Wang Wenping Wang Yizhou Yu	2
+	Combining Fully Convolutional and Recurrent Neural Networks for 3D Biomedical Image Segmentation	2016	Jianxu Chen Lin Yang Yizhe Zhang Mark Alber Danny Z. Chen	2
+ PDF Chat	VQA: Visual Question Answering	2015	Stanislaw Antol Aishwarya Agrawal Jiasen Lu Margaret Mitchell Dhruv Batra C. Lawrence Zitnick Devi Parikh	2
+	Deep Convolutional Ranking for Multilabel Image Annotation	2013	Yunchao Gong Yangqing Jia Thomas Leung Alexander Toshev Sergey Ioffe	2