Jiahong Ouyang

According to our database, Jiahong Ouyang authored at least 18 papers between 2017 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Metadata-conditioned generative models to synthesize anatomically-plausible 3D brain MRIs.

Wei Peng, Tomas M. Bosschieter, Jiahong Ouyang, Robert Paul, Edith V. Sullivan, Adolf Pfefferbaum, Ehsan Adeli, Qingyu Zhao, Kilian M. Pohl

Medical Image Anal., 2024

SOM2LM: Self-Organized Multi-Modal Longitudinal Maps.

Jiahong Ouyang, Qingyu Zhao, Ehsan Adeli, Greg Zaharchuk, Kilian M. Pohl

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2024, 2024

2023

Towards General Purpose Vision Foundation Models for Medical Image Analysis: An Experimental Study of DINOv2 on Radiology Benchmarks.

Mohammed Baharoon, Waseem Qureshi, Jiahong Ouyang, Yanwu Xu, Abdulrhman Aljouie, Wei Peng

CoRR, 2023

Metadata-Conditioned Generative Models to Synthesize Anatomically-Plausible 3D Brain MRIs.

Wei Peng, Tomas M. Bosschieter, Jiahong Ouyang, Robert Paul, Ehsan Adeli, Qingyu Zhao, Kilian M. Pohl

CoRR, 2023

LSOR: Longitudinally-Consistent Self-Organized Representation Learning.

Jiahong Ouyang, Qingyu Zhao, Ehsan Adeli, Wei Peng, Greg Zaharchuk, Kilian M. Pohl

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2023, 2023

Contrastive Self-Supervised Learning for Spatio-Temporal Analysis of Lung Ultrasound Videos.

Li Chen, Jonathan Rubin, Jiahong Ouyang, Naveen Balaraju, Shubham Patil, Courosh Mehanian, Sourabh Kulhare, Rachel Millin, Kenton W. Gregory, Cynthia Gregory, Meihua Zhu, David O. Kessler, Laurie Malia, Almaz Dessie, Joni Rabiner, Di Coneybeare, Bo Shopsin, Andrew Hersh, Cristian Madar, Jeffrey Shupp, Laura S. Johnson, Jacob Avila, Kristin Dwyer, Peter Weimersheimer, Balasundar Raju, Jochen Kruecker, Alvin Chen

Proceedings of the 20th IEEE International Symposium on Biomedical Imaging, 2023

Weakly Semi-supervised Detection in Lung Ultrasound Videos.

Jiahong Ouyang, Li Chen, Gary Y. Li, Naveen Balaraju, Shubham Patil, Courosh Mehanian, Sourabh Kulhare, Rachel Millin, Kenton W. Gregory, Cynthia Gregory, Meihua Zhu, David O. Kessler, Laurie Malia, Almaz Dessie, Joni Rabiner, Di Coneybeare, Bo Shopsin, Andrew Hersh, Cristian Madar, Jeffrey Shupp, Laura S. Johnson, Jacob Avila, Kristin Dwyer, Peter Weimersheimer, Balasundar Raju, Jochen Kruecker, Alvin Chen

Proceedings of the Information Processing in Medical Imaging, 2023

2022

Disentangling Normal Aging From Severity of Disease via Weak Supervision on Longitudinal MRI.

Jiahong Ouyang, Qingyu Zhao, Ehsan Adeli, Greg Zaharchuk, Kilian M. Pohl

IEEE Trans. Medical Imaging, 2022

Self-supervised learning of neighborhood embedding for longitudinal MRI.

Jiahong Ouyang, Qingyu Zhao, Ehsan Adeli, Greg Zaharchuk, Kilian M. Pohl

Medical Image Anal., 2022

2021

Longitudinal Pooling & Consistency Regularization to Model Disease Progression From MRIs.

Jiahong Ouyang, Qingyu Zhao, Edith V. Sullivan, Adolf Pfefferbaum, Susan F. Tapert, Ehsan Adeli, Kilian M. Pohl

IEEE J. Biomed. Health Informatics, 2021

Representation Disentanglement for Multi-modal MR Analysis.

Jiahong Ouyang, Ehsan Adeli, Kilian M. Pohl, Qingyu Zhao, Greg Zaharchuk

CoRR, 2021

Self-supervised Longitudinal Neighbourhood Embedding.

Jiahong Ouyang, Qingyu Zhao, Ehsan Adeli, Edith V. Sullivan, Adolf Pfefferbaum, Greg Zaharchuk, Kilian M. Pohl

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2021 - 24th International Conference, Strasbourg, France, September 27, 2021

Representation Disentanglement for Multi-modal Brain MRI Analysis.

Jiahong Ouyang, Ehsan Adeli, Kilian M. Pohl, Qingyu Zhao, Greg Zaharchuk

Proceedings of the Information Processing in Medical Imaging, 2021

2020

Recurrent Neural Networks with Longitudinal Pooling and Consistency Regularization.

Jiahong Ouyang, Qingyu Zhao, Edith V. Sullivan, Adolf Pfefferbaum, Susan F. Tapert, Ehsan Adeli, Kilian M. Pohl

CoRR, 2020

Ultra-low-dose 18F-FDG brain PET/MR denoising using deep learning and multi-contrast information.

Junshen Xu, Enhao Gong, Jiahong Ouyang, John M. Pauly, Greg Zaharchuk

Proceedings of the Medical Imaging 2020: Image Processing, 2020

2019

Accurate Tissue Interface Segmentation via Adversarial Pre-Segmentation of Anterior Segment OCT Images.

Jiahong Ouyang, Tejas Sudharshan Mathai, Kira L. Lathrop, John M. Galeotti

CoRR, 2019

Task-GAN: Improving Generative Adversarial Network for Image Reconstruction.

Jiahong Ouyang, Guanhua Wang, Enhao Gong, Kevin Chen, John M. Pauly, Greg Zaharchuk

Proceedings of the Machine Learning for Medical Image Reconstruction, 2019

2017

Fingerprint pose estimation based on faster R-CNN.

Jiahong Ouyang, Jianjiang Feng, Jiwen Lu, Zhenhua Guo, Jie Zhou

Proceedings of the 2017 IEEE International Joint Conference on Biometrics, 2017