Yangming Ou

Orcid: 0000-0002-7726-6208

According to our database1, Yangming Ou authored at least 34 papers between 2007 and 2023.

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

Timeline

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Bibliography

2023
Challenges of implementing computer-aided diagnostic models for neuroimages in a clinical setting.
npj Digit. Medicine, 2023

Segmentation ability map: Interpret deep features for medical image segmentation.
Medical Image Anal., 2023

Accuracy of Segment-Anything Model (SAM) in medical image segmentation tasks.
CoRR, 2023

U-Netmer: U-Net meets Transformer for medical image segmentation.
CoRR, 2023

2022
Global-Local Transformer for Brain Age Estimation.
IEEE Trans. Medical Imaging, 2022

Deep Relation Learning for Regression and Its Application to Brain Age Estimation.
IEEE Trans. Medical Imaging, 2022

How Machine Learning is Powering Neuroimaging to Improve Brain Health.
Neuroinformatics, 2022

2021
Multi-channel attention-fusion neural network for brain age estimation: Accuracy, generality, and interpretation with 16, 705 healthy MRIs across lifespan.
Medical Image Anal., 2021

2020
Evaluation of MRI to Ultrasound Registration Methods for Brain Shift Correction: The CuRIOUS2018 Challenge.
IEEE Trans. Medical Imaging, 2020

Infant FreeSurfer: An automated segmentation and surface extraction pipeline for T1-weighted neuroimaging data of infants 0-2 years.
NeuroImage, 2020

Multi-Scale Feature Fusion Convolutional Neural Network for Concurrent Segmentation of Left Ventricle and Myocardium in Cardiac MR Images.
J. Medical Imaging Health Informatics, 2020

A Collaborative Dictionary Learning Model for Nasopharyngeal Carcinoma Segmentation on Multimodalities MR Sequences.
Comput. Math. Methods Medicine, 2020

Brain Age Estimation Using LSTM on Children's Brain MRI.
Proceedings of the 17th IEEE International Symposium on Biomedical Imaging, 2020

2019
Deformable MRI-Ultrasound registration using correlation-based attribute matching for brain shift correction: Accuracy and generality in multi-site data.
NeuroImage, 2019

Achieving Accurate Segmentation of Nasopharyngeal Carcinoma in MR Images Through Recurrent Attention.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2019, 2019

2018
eCurves: A Temporal Shape Encoding.
IEEE Trans. Biomed. Eng., 2018

Field of View Normalization in Multi-Site Brain MRI.
Neuroinformatics, 2018

Deformable MRI-Ultrasound Registration via Attribute Matching and Mutual-Saliency Weighting for Image-Guided Neurosurgery.
Proceedings of the Simulation, Image Processing, and Ultrasound Systems for Assisted Diagnosis and Navigation, 2018

2016
MUSE: MUlti-atlas region Segmentation utilizing Ensembles of registration algorithms and parameters, and locally optimal atlas selection.
NeuroImage, 2016

2015
Brain extraction in pediatric ADC maps, toward characterizing neuro-development in multi-platform and multi-institution clinical images.
NeuroImage, 2015

Right ventricle segmentation from cardiac MRI: A collation study.
Medical Image Anal., 2015

Quantification of tumor changes during neoadjuvant chemotherapy with longitudinal breast DCE-MRI registration.
Proceedings of the Medical Imaging 2015: Computer-Aided Diagnosis, 2015

2014
Comparative Evaluation of Registration Algorithms in Different Brain Databases With Varying Difficulty: Results and Insights.
IEEE Trans. Medical Imaging, 2014

Evaluation of prostate segmentation algorithms for MRI: The PROMISE12 challenge.
Medical Image Anal., 2014

2012
Validation of DRAMMS among 12 Popular Methods in Cross-Subject Cardiac MRI Registration.
Proceedings of the Biomedical Image Registration - 5th International Workshop, 2012

Temporal Shape Analysis via the Spectral Signature.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2012, 2012

2011
DRAMMS: Deformable registration via attribute matching and mutual-saliency weighting.
Medical Image Anal., 2011

2010
Simultaneous Geometric - Iconic Registration.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2010

Detecting mutually-salient landmark pairs with MRF regularization.
Proceedings of the 2010 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2010

2009
Sampling the spatial patterns of cancer: Optimized biopsy procedures for estimating prostate cancer volume and Gleason Score.
Medical Image Anal., 2009

DRAMMS: Deformable Registration via Attribute Matching and Mutual-Saliency Weighting.
Proceedings of the Information Processing in Medical Imaging, 2009

Non-rigid registration between histological and MR images of the prostate: A joint segmentation and registration framework.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2009

2007
Simultaneous Estimation and Segmentation of T1 Map for Breast Parenchyma Measurement.
Proceedings of the 2007 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2007

Probabilistic Segmentation of Brain Tumors Based on Multi-Modality Magnetic Resonance Images.
Proceedings of the 2007 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2007


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