Kunlin Cao

According to our database1, Kunlin Cao authored at least 41 papers between 2007 and 2023.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

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PhD thesis 
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Links

On csauthors.net:

Bibliography

2023
A deep learning-based fully automatic and clinical-ready framework for regional myocardial segmentation and myocardial ischemia evaluation.
Medical Biol. Eng. Comput., June, 2023

Annotation-Efficient COVID-19 Pneumonia Lesion Segmentation Using Error-Aware Unified Semisupervised and Active Learning.
IEEE Trans. Artif. Intell., April, 2023

Pluralistic Face Inpainting With Transformation of Attribute Information.
IEEE Trans. Multim., 2023

2022
Temporal Self-Ensembling Teacher for Semi-Supervised Object Detection.
IEEE Trans. Multim., 2022

DDNet: 3D densely connected convolutional networks with feature pyramids for nasopharyngeal carcinoma segmentation.
IET Image Process., 2022

Ultrasonography Uterus and Fetus Segmentation with Constrained Spatial-Temporal Memory FCN.
Proceedings of the Medical Image Understanding and Analysis - 26th Annual Conference, 2022

2021
End-to-end multimodal image registration via reinforcement learning.
Medical Image Anal., 2021

One deep learning local-global model based on CT imaging to differentiate between nodular cryptococcosis and lung cancer which are hard to be diagnosed.
Comput. Medical Imaging Graph., 2021

2020
Learning tree-structured representation for 3D coronary artery segmentation.
Comput. Medical Imaging Graph., 2020

A Spatiotemporal Agent for Robust Multimodal Registration.
IEEE Access, 2020

Simultaneous Classification and Segmentation of Intracranial Hemorrhage Using a Fully Convolutional Neural Network.
Proceedings of the 17th IEEE International Symposium on Biomedical Imaging, 2020

2019
Attention-driven Tree-structured Convolutional LSTM for High Dimensional Data Understanding.
CoRR, 2019

Automated anatomical labeling of coronary arteries via bidirectional tree LSTMs.
Int. J. Comput. Assist. Radiol. Surg., 2019

Towards Accurate and Robust Multi-Modal Medical Image Registration Using Contrastive Metric Learning.
IEEE Access, 2019

ACNET: Attention-based Convolution Network with Additional Discriminative Features for DCM Classification (S).
Proceedings of the 31st International Conference on Software Engineering and Knowledge Engineering, 2019

A Multi-modality Network for Cardiomyopathy Death Risk Prediction with CMR Images and Clinical Information.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2019, 2019

Residual Attention Based Network for Hand Bone Age Assessment.
Proceedings of the 16th IEEE International Symposium on Biomedical Imaging, 2019

DeepCenterline: A Multi-task Fully Convolutional Network for Centerline Extraction.
Proceedings of the Information Processing in Medical Imaging, 2019

Learn To Be Uncertain: Leveraging Uncertain Labels In Chest X-rays With Bayesian Neural Networks.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2019

2018
Integrate Domain Knowledge in Training CNN for Ultrasonography Breast Cancer Diagnosis.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2018, 2018

Train a 3D U-Net to segment cranial vasculature in CTA volume without manual annotation.
Proceedings of the 15th IEEE International Symposium on Biomedical Imaging, 2018

2017
TumorNet: Lung nodule characterization using multi-view Convolutional Neural Network with Gaussian Process.
Proceedings of the 14th IEEE International Symposium on Biomedical Imaging, 2017

Risk Stratification of Lung Nodules Using 3D CNN-Based Multi-task Learning.
Proceedings of the Information Processing in Medical Imaging, 2017

2016
Toward Quantitative Assessment of Rheumatoid Arthritis Using Volumetric Ultrasound.
IEEE Trans. Biomed. Eng., 2016

2015
Improved characterization of molecular phenotypes in breast lesions using 18F-FDG PET image homogeneity.
Proceedings of the Medical Imaging 2015: Biomedical Applications in Molecular, 2015

Robust lumen segmentation in 3D contrast enhanced ultrasound images.
Proceedings of the 12th IEEE International Symposium on Biomedical Imaging, 2015

2013
Motion-Compensated Mega-Voltage Cone Beam CT Using the Deformation Derived Directly From 2D Projection Images.
IEEE Trans. Medical Imaging, 2013

Automated catheter detection in volumetric ultrasound.
Proceedings of the 10th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2013

2012
Improving Intensity-Based Lung CT Registration Accuracy Utilizing Vascular Information.
Int. J. Biomed. Imaging, 2012

Tracking Regional Tissue Volume and Function Change in Lung Using Image Registration.
Int. J. Biomed. Imaging, 2012

Automated bone and joint-region segmentation in volumetric ultrasound.
Proceedings of the 9th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2012

Volumetric ultrasound and computer-assisted analysis at the point-of-care: A musculoskeletal exemplar.
Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2012

2011
Evaluation of Registration Methods on Thoracic CT: The EMPIRE10 Challenge.
IEEE Trans. Medical Imaging, 2011

Registration-based measurement of regional expiration volume ratio using dynamic 4DCT imaging.
Proceedings of the 8th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2011

Quantification of regional lung ventilation from tagged hyperpolarized helium-3 MRI.
Proceedings of the 8th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2011

Time-varying lung ventilation analysis of 4DCT using image registration.
Proceedings of the IEEE International Conference on Acoustics, 2011

2010
Unifying Vascular Information in Intensity-Based Nonrigid Lung CT Registration.
Proceedings of the Biomedical Image Registration, 4th International Workshop, 2010

Tissue volume and vesselness measure preserving nonrigid registration of lung CT images.
Proceedings of the Medical Imaging 2010: Image Processing, 2010

2009
Evaluation of Lobar Biomechanics during Respiration Using Image Registration.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2009

2008
Registration-based estimates of local lung tissue expansion compared to xenon CT measures of specific ventilation.
Medical Image Anal., 2008

2007
Registration-Derived Estimates of Local Lung Expansion as Surrogates for Regional Ventilation.
Proceedings of the Information Processing in Medical Imaging, 2007


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