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Ke Yan
Publication Activity (10 Years)
Years Active: 2017-2024
Publications (10 Years): 84
Top Topics
Lesion Detection
Convolutional Neural Networks
Supervised Learning
Image Registration
Top Venues
CoRR
ISBI
MICCAI (4)
MICCAI (7)
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Publications
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Heng Guo
,
Jianfeng Zhang
,
Jiaxing Huang
,
Tony C. W. Mok
,
Dazhou Guo
,
Ke Yan
,
Le Lu
,
Dakai Jin
,
Minfeng Xu
Towards a Comprehensive, Efficient and Promptable Anatomic Structure Segmentation Model using 3D Whole-body CT Scans.
CoRR
(2024)
Jingyang Lin
,
Yingda Xia
,
Jianpeng Zhang
,
Ke Yan
,
Le Lu
,
Jiebo Luo
,
Ling Zhang
CT-GLIP: 3D Grounded Language-Image Pretraining with CT Scans and Radiology Reports for Full-Body Scenarios.
CoRR
(2024)
Chunli Li
,
Xiaoming Zhang
,
Yuan Gao
,
Xiaoli Yin
,
Le Lu
,
Ling Zhang
,
Ke Yan
,
Yu Shi
Improved Esophageal Varices Assessment from Non-Contrast CT Scans.
CoRR
(2024)
Wei Huang
,
Wei Liu
,
Xiaoming Zhang
,
Xiaoli Yin
,
Xu Han
,
Chunli Li
,
Yuan Gao
,
Yu Shi
,
Le Lu
,
Ling Zhang
,
Lei Zhang
,
Ke Yan
LIDIA: Precise Liver Tumor Diagnosis on Multi-Phase Contrast-Enhanced CT via Iterative Fusion and Asymmetric Contrastive Learning.
CoRR
(2024)
Qinji Yu
,
Yirui Wang
,
Ke Yan
,
Haoshen Li
,
Dazhou Guo
,
Li Zhang
,
Le Lu
,
Na Shen
,
Qifeng Wang
,
Xiaowei Ding
,
Xianghua Ye
,
Dakai Jin
Effective Lymph Nodes Detection in CT Scans Using Location Debiased Query Selection and Contrastive Query Representation in Transformer.
CoRR
(2024)
Wei Fang
,
Yuxing Tang
,
Heng Guo
,
Mingze Yuan
,
Tony C. W. Mok
,
Ke Yan
,
Jiawen Yao
,
Xin Chen
,
Zaiyi Liu
,
Le Lu
,
Ling Zhang
,
Minfeng Xu
CycleINR: Cycle Implicit Neural Representation for Arbitrary-Scale Volumetric Super-Resolution of Medical Data.
CoRR
(2024)
Tony C. W. Mok
,
Zi Li
,
Yunhao Bai
,
Jianpeng Zhang
,
Wei Liu
,
Yan-Jie Zhou
,
Ke Yan
,
Dakai Jin
,
Yu Shi
,
Xiaoli Yin
,
Le Lu
,
Ling Zhang
Modality-Agnostic Structural Image Representation Learning for Deformable Multi-Modality Medical Image Registration.
CoRR
(2024)
Jieneng Chen
,
Yingda Xia
,
Jiawen Yao
,
Ke Yan
,
Jianpeng Zhang
,
Le Lu
,
Fakai Wang
,
Bo Zhou
,
Mingyan Qiu
,
Qihang Yu
,
Mingze Yuan
,
Wei Fang
,
Yuxing Tang
,
Minfeng Xu
,
Jian Zhou
,
Yuqian Zhao
,
Qifeng Wang
,
Xianghua Ye
,
Xiaoli Yin
,
Yu Shi
,
Xin Chen
,
Jingren Zhou
,
Alan L. Yuille
,
Zaiyi Liu
,
Ling Zhang
Towards a Single Unified Model for Effective Detection, Segmentation, and Diagnosis of Eight Major Cancers Using a Large Collection of CT Scans.
CoRR
(2023)
Fan Bai
,
Ke Yan
,
Xiaoyu Bai
,
Xinyu Mao
,
Xiaoli Yin
,
Jingren Zhou
,
Yu Shi
,
Le Lu
,
Max Q.-H. Meng
SLPT: Selective Labeling Meets Prompt Tuning on Label-Limited Lesion Segmentation.
CoRR
(2023)
Ke Yan
,
Xiaoli Yin
,
Yingda Xia
,
Fakai Wang
,
Shu Wang
,
Yuan Gao
,
Jiawen Yao
,
Chunli Li
,
Xiaoyu Bai
,
Jingren Zhou
,
Ling Zhang
,
Le Lu
,
Yu Shi
Liver Tumor Screening and Diagnosis in CT with Pixel-Lesion-Patient Network.
MICCAI (5)
(2023)
Lin Tian
,
Zi Li
,
Fengze Liu
,
Xiaoyu Bai
,
Jia Ge
,
Le Lu
,
Marc Niethammer
,
Xianghua Ye
,
Ke Yan
,
Dakai Jin
SAME++: A Self-supervised Anatomical eMbeddings Enhanced medical image registration framework using stable sampling and regularized transformation.
CoRR
(2023)
Xiaoyu Bai
,
Fan Bai
,
Xiaofei Huo
,
Jia Ge
,
Jingjing Lu
,
Xianghua Ye
,
Ke Yan
,
Yong Xia
SAMv2: A Unified Framework for Learning Appearance, Semantic and Cross-Modality Anatomical Embeddings.
CoRR
(2023)
Ke Yan
,
Xiaoli Yin
,
Yingda Xia
,
Fakai Wang
,
Shu Wang
,
Yuan Gao
,
Jiawen Yao
,
Chunli Li
,
Xiaoyu Bai
,
Jingren Zhou
,
Ling Zhang
,
Le Lu
,
Yu Shi
Liver Tumor Screening and Diagnosis in CT with Pixel-Lesion-Patient Network.
CoRR
(2023)
Zhishan Jiang
,
Ke Yan
,
Le Lu
,
Minfeng Xu
Div-Attention: A Plug-and-Play Module for 3D Medical Image Segmentation.
ISBI
(2023)
Yankai Jiang
,
Mingze Sun
,
Heng Guo
,
Xiaoyu Bai
,
Ke Yan
,
Le Lu
,
Minfeng Xu
Anatomical Invariance Modeling and Semantic Alignment for Self-supervised Learning in 3D Medical Image Analysis.
ICCV
(2023)
Fakai Wang
,
Chi-Tung Cheng
,
Chien-Wei Peng
,
Ke Yan
,
Min Wu
,
Le Lu
,
Chien-Hung Liao
,
Ling Zhang
A Cascaded Approach for ultraly High Performance Lesion Detection and False Positive Removal in Liver CT Scans.
CoRR
(2023)
Ke Yan
,
Dakai Jin
,
Dazhou Guo
,
Minfeng Xu
,
Na Shen
,
Xian-Sheng Hua
,
Xianghua Ye
,
Le Lu
Anatomy-Aware Lymph Node Detection in Chest CT Using Implicit Station Stratification.
MTSAIL/LEAF/AI4Treat/MMMI/REMIA@MICCAI
(2023)
Ke Yan
,
Dakai Jin
,
Dazhou Guo
,
Minfeng Xu
,
Na Shen
,
Xian-Sheng Hua
,
Xianghua Ye
,
Le Lu
Anatomy-Aware Lymph Node Detection in Chest CT using Implicit Station Stratification.
CoRR
(2023)
Zhanghexuan Ji
,
Dazhou Guo
,
Puyang Wang
,
Ke Yan
,
Le Lu
,
Minfeng Xu
,
Qifeng Wang
,
Jia Ge
,
Mingchen Gao
,
Xianghua Ye
,
Dakai Jin
Continual Segment: Towards a Single, Unified and Non-forgetting Continual Segmentation Model of 143 Whole-body Organs in CT Scans.
ICCV
(2023)
Fan Bai
,
Ke Yan
,
Xiaoyu Bai
,
Xinyu Mao
,
Xiaoli Yin
,
Jingren Zhou
,
Yu Shi
,
Le Lu
,
Max Q.-H. Meng
SLPT: Selective Labeling Meets Prompt Tuning on Label-Limited Lesion Segmentation.
MICCAI (2)
(2023)
Zi Li
,
Lin Tian
,
Tony C. W. Mok
,
Xiaoyu Bai
,
Puyang Wang
,
Jia Ge
,
Jingren Zhou
,
Le Lu
,
Xianghua Ye
,
Ke Yan
,
Dakai Jin
SAMConvex: Fast Discrete Optimization for CT Registration using Self-supervised Anatomical Embedding and Correlation Pyramid.
CoRR
(2023)
Yankai Jiang
,
Mingze Sun
,
Heng Guo
,
Ke Yan
,
Le Lu
,
Minfeng Xu
Anatomical Invariance Modeling and Semantic Alignment for Self-supervised Learning in 3D Medical Image Segmentation.
CoRR
(2023)
Zi Li
,
Lin Tian
,
Tony C. W. Mok
,
Xiaoyu Bai
,
Puyang Wang
,
Jia Ge
,
Jingren Zhou
,
Le Lu
,
Xianghua Ye
,
Ke Yan
,
Dakai Jin
SAMConvex: Fast Discrete Optimization for CT Registration Using Self-supervised Anatomical Embedding and Correlation Pyramid.
MICCAI (10)
(2023)
Zhanghexuan Ji
,
Dazhou Guo
,
Puyang Wang
,
Ke Yan
,
Le Lu
,
Minfeng Xu
,
Jingren Zhou
,
Qifeng Wang
,
Jia Ge
,
Mingchen Gao
,
Xianghua Ye
,
Dakai Jin
Continual Segment: Towards a Single, Unified and Accessible Continual Segmentation Model of 143 Whole-body Organs in CT Scans.
CoRR
(2023)
Xiaoyu Bai
,
Fan Bai
,
Xiaofei Huo
,
Jia Ge
,
Tony C. W. Mok
,
Zi Li
,
Minfeng Xu
,
Jingren Zhou
,
Le Lu
,
Dakai Jin
,
Xianghua Ye
,
Jingjing Lu
,
Ke Yan
Matching in the Wild: Learning Anatomical Embeddings for Multi-Modality Images.
CoRR
(2023)
Heng Guo
,
Jianfeng Zhang
,
Ke Yan
,
Le Lu
,
Minfeng Xu
Med-Query: Steerable Parsing of 9-DoF Medical Anatomies with Query Embedding.
CoRR
(2022)
Dazhou Guo
,
Jia Ge
,
Ke Yan
,
Puyang Wang
,
Zhuotun Zhu
,
Dandan Zheng
,
Xian-Sheng Hua
,
Le Lu
,
Tsung-Ying Ho
,
Xianghua Ye
,
Dakai Jin
Thoracic Lymph Node Segmentation in CT Imaging via Lymph Node Station Stratification and Size Encoding.
MICCAI (5)
(2022)
Ke Yan
,
Jinzheng Cai
,
Dakai Jin
,
Shun Miao
,
Dazhou Guo
,
Adam P. Harrison
,
Youbao Tang
,
Jing Xiao
,
Jingjing Lu
,
Le Lu
SAM: Self-Supervised Learning of Pixel-Wise Anatomical Embeddings in Radiological Images.
IEEE Trans. Medical Imaging
41 (10) (2022)
Minfeng Xu
,
Heng Guo
,
Jianfeng Zhang
,
Ke Yan
,
Le Lu
A New Probabilistic V-Net Model with Hierarchical Spatial Feature Transform for Efficient Abdominal Multi-Organ Segmentation.
CoRR
(2022)
Jiawen Yao
,
Xianghua Ye
,
Yingda Xia
,
Jian Zhou
,
Yu Shi
,
Ke Yan
,
Fang Wang
,
Lili Lin
,
Haogang Yu
,
Xian-Sheng Hua
,
Le Lu
,
Dakai Jin
,
Ling Zhang
Effective Opportunistic Esophageal Cancer Screening Using Noncontrast CT Imaging.
MICCAI (3)
(2022)
Youbao Tang
,
Jinzheng Cai
,
Ke Yan
,
Lingyun Huang
,
Guotong Xie
,
Jing Xiao
,
Jingjing Lu
,
Gigin Lin
,
Le Lu
Weakly-Supervised Universal Lesion Segmentation with Regional Level Set Loss.
CoRR
(2021)
Youbao Tang
,
Ke Yan
,
Jinzheng Cai
,
Lingyun Huang
,
Guotong Xie
,
Jing Xiao
,
Jingjing Lu
,
Gigin Lin
,
Le Lu
Lesion Segmentation and RECIST Diameter Prediction via Click-driven Attention and Dual-path Connection.
CoRR
(2021)
Youbao Tang
,
Ke Yan
,
Jinzheng Cai
,
Lingyun Huang
,
Guotong Xie
,
Jing Xiao
,
Jingjing Lu
,
Gigin Lin
,
Le Lu
Lesion Segmentation and RECIST Diameter Prediction via Click-Driven Attention and Dual-Path Connection.
MICCAI (2)
(2021)
Jieneng Chen
,
Ke Yan
,
Yu-Dong Zhang
,
Youbao Tang
,
Xun Xu
,
Shuwen Sun
,
Qiuping Liu
,
Lingyun Huang
,
Jing Xiao
,
Alan L. Yuille
,
Ya Zhang
,
Le Lu
Sequential Learning on Liver Tumor Boundary Semantics and Prognostic Biomarker Mining.
MICCAI (7)
(2021)
Youbao Tang
,
Jinzheng Cai
,
Ke Yan
,
Lingyun Huang
,
Guotong Xie
,
Jing Xiao
,
Jingjing Lu
,
Gigin Lin
,
Le Lu
Weakly-Supervised Universal Lesion Segmentation with Regional Level Set Loss.
MICCAI (2)
(2021)
Fengze Liu
,
Ke Yan
,
Adam P. Harrison
,
Dazhou Guo
,
Le Lu
,
Alan L. Yuille
,
Lingyun Huang
,
Guotong Xie
,
Jing Xiao
,
Xianghua Ye
,
Dakai Jin
SAME: Deformable Image Registration Based on Self-supervised Anatomical Embeddings.
MICCAI (4)
(2021)
Jinzheng Cai
,
Youbao Tang
,
Ke Yan
,
Adam P. Harrison
,
Jing Xiao
,
Gigin Lin
,
Le Lu
Deep Lesion Tracker: Monitoring Lesions in 4D Longitudinal Imaging Studies.
CVPR
(2021)
Fengze Liu
,
Ke Yan
,
Adam P. Harrison
,
Dazhou Guo
,
Le Lu
,
Alan L. Yuille
,
Lingyun Huang
,
Guotong Xie
,
Jing Xiao
,
Xianghua Ye
,
Dakai Jin
SAME: Deformable Image Registration based on Self-supervised Anatomical Embeddings.
CoRR
(2021)
Bowen Li
,
Xinping Ren
,
Ke Yan
,
Le Lu
,
Lingyun Huang
,
Guotong Xie
,
Jing Xiao
,
Dar-In Tai
,
Adam P. Harrison
Learning from Subjective Ratings Using Auto-Decoded Deep Latent Embeddings.
MICCAI (5)
(2021)
Jinzheng Cai
,
Adam P. Harrison
,
Youjing Zheng
,
Ke Yan
,
Yuankai Huo
,
Jing Xiao
,
Lin Yang
,
Le Lu
Lesion-Harvester: Iteratively Mining Unlabeled Lesions and Hard-Negative Examples at Scale.
IEEE Trans. Medical Imaging
40 (1) (2021)
Bowen Li
,
Xinping Ren
,
Ke Yan
,
Le Lu
,
Guotong Xie
,
Jing Xiao
,
Dar-In Tai
,
Adam P. Harrison
Learning from Subjective Ratings Using Auto-Decoded Deep Latent Embeddings.
CoRR
(2021)
Ke Yan
,
Jinzheng Cai
,
Youjing Zheng
,
Adam P. Harrison
,
Dakai Jin
,
Youbao Tang
,
Yuxing Tang
,
Lingyun Huang
,
Jing Xiao
,
Le Lu
Learning From Multiple Datasets With Heterogeneous and Partial Labels for Universal Lesion Detection in CT.
IEEE Trans. Medical Imaging
40 (10) (2021)
Bowen Li
,
Dar-In Tai
,
Ke Yan
,
Yi-Cheng Chen
,
Shiu-Feng Huang
,
Tse-Hwa Hsu
,
Wan-Ting Yu
,
Jing Xiao
,
Le Lu
,
Adam P. Harrison
Accurate and Generalizable Quantitative Scoring of Liver Steatosis from Ultrasound Images via Scalable Deep Learning.
CoRR
(2021)
Jieneng Chen
,
Ke Yan
,
Yu-Dong Zhang
,
Youbao Tang
,
Xun Xu
,
Shuwen Sun
,
Qiuping Liu
,
Lingyun Huang
,
Jing Xiao
,
Alan L. Yuille
,
Ya Zhang
,
Le Lu
Sequential Learning on Liver Tumor Boundary Semantics and Prognostic Biomarker Mining.
CoRR
(2021)
Chun-Hung Chao
,
Zhuotun Zhu
,
Dazhou Guo
,
Ke Yan
,
Tsung-Ying Ho
,
Jinzheng Cai
,
Adam P. Harrison
,
Xianghua Ye
,
Jing Xiao
,
Alan L. Yuille
,
Min Sun
,
Le Lu
,
Dakai Jin
Lymph Node Gross Tumor Volume Detection in Oncology Imaging via Relationship Learning Using Graph Neural Network.
CoRR
(2020)
Zhuotun Zhu
,
Dakai Jin
,
Ke Yan
,
Tsung-Ying Ho
,
Xianghua Ye
,
Dazhou Guo
,
Chun-Hung Chao
,
Jing Xiao
,
Alan L. Yuille
,
Le Lu
Lymph Node Gross Tumor Volume Detection and Segmentation via Distance-Based Gating Using 3D CT/PET Imaging in Radiotherapy.
MICCAI (7)
(2020)
Ke Yan
,
Jinzheng Cai
,
Dakai Jin
,
Shun Miao
,
Adam P. Harrison
,
Dazhou Guo
,
Youbao Tang
,
Jing Xiao
,
Jingjing Lu
,
Le Lu
Self-supervised Learning of Pixel-wise Anatomical Embeddings in Radiological Images.
CoRR
(2020)
Jinzheng Cai
,
Adam P. Harrison
,
Youjing Zheng
,
Ke Yan
,
Yuankai Huo
,
Jing Xiao
,
Lin Yang
,
Le Lu
Lesion Harvester: Iteratively Mining Unlabeled Lesions and Hard-Negative Examples at Scale.
CoRR
(2020)
Chun-Hung Chao
,
Zhuotun Zhu
,
Dazhou Guo
,
Ke Yan
,
Tsung-Ying Ho
,
Jinzheng Cai
,
Adam P. Harrison
,
Xianghua Ye
,
Jing Xiao
,
Alan L. Yuille
,
Min Sun
,
Le Lu
,
Dakai Jin
Lymph Node Gross Tumor Volume Detection in Oncology Imaging via Relationship Learning Using Graph Neural Network.
MICCAI (7)
(2020)
Bowen Li
,
Ke Yan
,
Dar-In Tai
,
Yuankai Huo
,
Le Lu
,
Jing Xiao
,
Adam P. Harrison
Reliable Liver Fibrosis Assessment from Ultrasound Using Global Hetero-Image Fusion and View-Specific Parameterization.
MICCAI (3)
(2020)
Jinzheng Cai
,
Ke Yan
,
Chi-Tung Cheng
,
Jing Xiao
,
Chien-Hung Liao
,
Le Lu
,
Adam P. Harrison
Deep Volumetric Universal Lesion Detection Using Light-Weight Pseudo 3D Convolution and Surface Point Regression.
MICCAI (4)
(2020)
Yuankai Huo
,
Jinzheng Cai
,
Chi-Tung Cheng
,
Ashwin Raju
,
Ke Yan
,
Bennett A. Landman
,
Jing Xiao
,
Le Lu
,
Chien-Hung Liao
,
Adam P. Harrison
Harvesting, Detecting, and Characterizing Liver Lesions from Large-scale Multi-phase CT Data via Deep Dynamic Texture Learning.
CoRR
(2020)
Ke Yan
,
Jinzheng Cai
,
Youjing Zheng
,
Adam P. Harrison
,
Dakai Jin
,
Youvao Tang
,
Yuxing Tang
,
Lingyun Huang
,
Jing Xiao
,
Le Lu
Learning from Multiple Datasets with Heterogeneous and Partial Labels for Universal Lesion Detection in CT.
CoRR
(2020)
Jinzheng Cai
,
Youbao Tang
,
Ke Yan
,
Adam P. Harrison
,
Jing Xiao
,
Gigin Lin
,
Le Lu
Deep Lesion Tracker: Monitoring Lesions in 4D Longitudinal Imaging Studies.
CoRR
(2020)
Yuxing Tang
,
Youbao Tang
,
Yifan Peng
,
Ke Yan
,
Mohammadhadi Bagheri
,
Bernadette A. Redd
,
Catherine J. Brandon
,
Zhiyong Lu
,
Mei Han
,
Jing Xiao
,
Ronald M. Summers
Automated abnormality classification of chest radiographs using deep convolutional neural networks.
npj Digit. Medicine
3 (2020)
Zhuotun Zhu
,
Dakai Jin
,
Ke Yan
,
Tsung-Ying Ho
,
Xianghua Ye
,
Dazhou Guo
,
Chun-Hung Chao
,
Jing Xiao
,
Alan L. Yuille
,
Le Lu
Lymph Node Gross Tumor Volume Detection and Segmentation via Distance-based Gating using 3D CT/PET Imaging in Radiotherapy.
CoRR
(2020)
Youbao Tang
,
Ke Yan
,
Jing Xiao
,
Ronald M. Summers
One Click Lesion RECIST Measurement and Segmentation on CT Scans.
MICCAI (4)
(2020)
Zhuotun Zhu
,
Ke Yan
,
Dakai Jin
,
Jinzheng Cai
,
Tsung-Ying Ho
,
Adam P. Harrison
,
Dazhou Guo
,
Chun-Hung Chao
,
Xianghua Ye
,
Jing Xiao
,
Alan L. Yuille
,
Le Lu
Detecting Scatteredly-Distributed, Small, andCritically Important Objects in 3D OncologyImaging via Decision Stratification.
CoRR
(2020)
Youbao Tang
,
Ke Yan
,
Jing Xiao
,
Ronald M. Summers
One Click Lesion RECIST Measurement and Segmentation on CT Scans.
CoRR
(2020)
Jinzheng Cai
,
Ke Yan
,
Chi-Tung Cheng
,
Jing Xiao
,
Chien-Hung Liao
,
Le Lu
,
Adam P. Harrison
Deep Volumetric Universal Lesion Detection using Light-Weight Pseudo 3D Convolution and Surface Point Regression.
CoRR
(2020)
Bowen Li
,
Ke Yan
,
Dar-In Tai
,
Yuankai Huo
,
Le Lu
,
Jing Xiao
,
Adam P. Harrison
Reliable Liver Fibrosis Assessment from Ultrasound using Global Hetero-Image Fusion and View-Specific Parameterization.
CoRR
(2020)
Ke Yan
,
Jinzheng Cai
,
Adam P. Harrison
,
Dakai Jin
,
Jing Xiao
,
Le Lu
Universal Lesion Detection by Learning from Multiple Heterogeneously Labeled Datasets.
CoRR
(2020)
Ke Yan
,
Youbao Tang
,
Yifan Peng
,
Veit Sandfort
,
Mohammadhadi Bagheri
,
Zhiyong Lu
,
Ronald M. Summers
MULAN: Multitask Universal Lesion Analysis Network for Joint Lesion Detection, Tagging, and Segmentation.
MICCAI (6)
(2019)
Ke Yan
,
Yifan Peng
,
Zhiyong Lu
,
Ronald M. Summers
Fine-grained lesion annotation in CT images with knowledge mined from radiology reports.
CoRR
(2019)
Ke Yan
,
Yifan Peng
,
Veit Sandfort
,
Mohammadhadi Bagheri
,
Zhiyong Lu
,
Ronald M. Summers
Holistic and Comprehensive Annotation of Clinically Significant Findings on Diverse CT Images: Learning From Radiology Reports and Label Ontology.
CVPR
(2019)
Yifan Peng
,
Ke Yan
,
Veit Sandfort
,
Ronald M. Summers
,
Zhiyong Lu
A self-attention based deep learning method for lesion attribute detection from CT reports.
CoRR
(2019)
Ke Yan
,
Yifan Peng
,
Zhiyong Lu
,
Ronald M. Summers
Fine-Grained Lesion Annotation in CT Images With Knowledge Mined From Radiology Reports.
ISBI
(2019)
Youbao Tang
,
Ke Yan
,
Yuxing Tang
,
Jiamin Liu
,
Jing Xiao
,
Ronald M. Summers
ULDor: A Universal Lesion Detector for CT Scans with Pseudo Masks and Hard Negative Example Mining.
CoRR
(2019)
Ke Yan
,
Youbao Tang
,
Yifan Peng
,
Veit Sandfort
,
Mohammadhadi Bagheri
,
Zhiyong Lu
,
Ronald M. Summers
MULAN: Multitask Universal Lesion Analysis Network for Joint Lesion Detection, Tagging, and Segmentation.
CoRR
(2019)
Ke Yan
,
Yifan Peng
,
Veit Sandfort
,
Mohammadhadi Bagheri
,
Zhiyong Lu
,
Ronald M. Summers
Holistic and Comprehensive Annotation of Clinically Significant Findings on Diverse CT Images: Learning from Radiology Reports and Label Ontology.
CoRR
(2019)
Youbao Tang
,
Ke Yan
,
Yuxing Tang
,
Jiamin Liu
,
Jin Xiao
,
Ronald M. Summers
Uldor: A Universal Lesion Detector For Ct Scans With Pseudo Masks And Hard Negative Example Mining.
ISBI
(2019)
Yifan Peng
,
Ke Yan
,
Veit Sandfort
,
Ronald M. Summers
,
Zhiyong Lu
A self-attention based deep learning method for lesion attribute detection from CT reports.
ICHI
(2019)
Jinzheng Cai
,
Youbao Tang
,
Le Lu
,
Adam P. Harrison
,
Ke Yan
,
Jing Xiao
,
Lin Yang
,
Ronald M. Summers
Accurate Weakly Supervised Deep Lesion Segmentation on CT Scans: Self-Paced 3D Mask Generation from RECIST.
CoRR
(2018)
Jinzheng Cai
,
Youbao Tang
,
Le Lu
,
Adam P. Harrison
,
Ke Yan
,
Jing Xiao
,
Lin Yang
,
Ronald M. Summers
Accurate Weakly-Supervised Deep Lesion Segmentation using Large-Scale Clinical Annotations: Slice-Propagated 3D Mask Generation from 2D RECIST.
CoRR
(2018)
Youbao Tang
,
Jinzheng Cai
,
Le Lu
,
Adam P. Harrison
,
Ke Yan
,
Jing Xiao
,
Lin Yang
,
Ronald M. Summers
CT Image Enhancement Using Stacked Generative Adversarial Networks and Transfer Learning for Lesion Segmentation Improvement.
MLMI@MICCAI
(2018)
Youbao Tang
,
Jinzheng Cai
,
Le Lu
,
Adam P. Harrison
,
Ke Yan
,
Jing Xiao
,
Lin Yang
,
Ronald M. Summers
CT Image Enhancement Using Stacked Generative Adversarial Networks and Transfer Learning for Lesion Segmentation Improvement.
CoRR
(2018)
Ke Yan
,
Le Lu
,
Ronald M. Summers
Unsupervised body part regression via spatially self-ordering convolutional neural networks.
ISBI
(2018)
Ke Yan
,
Xiaosong Wang
,
Le Lu
,
Ling Zhang
,
Adam P. Harrison
,
Mohammadhadi Bagheri
,
Ronald M. Summers
Deep Lesion Graphs in the Wild: Relationship Learning and Organization of Significant Radiology Image Findings in a Diverse Large-Scale Lesion Database.
CVPR
(2018)
Ke Yan
,
Mohammadhadi Bagheri
,
Ronald M. Summers
3D Context Enhanced Region-Based Convolutional Neural Network for End-to-End Lesion Detection.
MICCAI (1)
(2018)
Jinzheng Cai
,
Youbao Tang
,
Le Lu
,
Adam P. Harrison
,
Ke Yan
,
Jing Xiao
,
Lin Yang
,
Ronald M. Summers
Accurate Weakly-Supervised Deep Lesion Segmentation Using Large-Scale Clinical Annotations: Slice-Propagated 3D Mask Generation from 2D RECIST.
MICCAI (4)
(2018)
Ke Yan
,
Mohammadhadi Bagheri
,
Ronald M. Summers
3D Context Enhanced Region-based Convolutional Neural Network for End-to-End Lesion Detection.
CoRR
(2018)
Ke Yan
,
Xiaosong Wang
,
Le Lu
,
Ling Zhang
,
Adam P. Harrison
,
Mohammadhadi Bagheri
,
Ronald M. Summers
Deep Lesion Graphs in the Wild: Relationship Learning and Organization of Significant Radiology Image Findings in a Diverse Large-scale Lesion Database.
CoRR
(2017)
Ke Yan
,
Xiaosong Wang
,
Le Lu
,
Ronald M. Summers
DeepLesion: Automated Deep Mining, Categorization and Detection of Significant Radiology Image Findings using Large-Scale Clinical Lesion Annotations.
CoRR
(2017)
Ke Yan
,
Le Lu
,
Ronald M. Summers
Unsupervised body part regression using convolutional neural network with self-organization.
CoRR
(2017)