Alert button
Picture for Wenao Ma

Wenao Ma

Alert button

Senior Member, IEEE

Treatment Outcome Prediction for Intracerebral Hemorrhage via Generative Prognostic Model with Imaging and Tabular Data

Jul 24, 2023
Wenao Ma, Cheng Chen, Jill Abrigo, Calvin Hoi-Kwan Mak, Yuqi Gong, Nga Yan Chan, Chu Han, Zaiyi Liu, Qi Dou

Figure 1 for Treatment Outcome Prediction for Intracerebral Hemorrhage via Generative Prognostic Model with Imaging and Tabular Data
Figure 2 for Treatment Outcome Prediction for Intracerebral Hemorrhage via Generative Prognostic Model with Imaging and Tabular Data
Figure 3 for Treatment Outcome Prediction for Intracerebral Hemorrhage via Generative Prognostic Model with Imaging and Tabular Data
Viaarxiv icon

3DSAM-adapter: Holistic Adaptation of SAM from 2D to 3D for Promptable Medical Image Segmentation

Jun 23, 2023
Shizhan Gong, Yuan Zhong, Wenao Ma, Jinpeng Li, Zhao Wang, Jingyang Zhang, Pheng-Ann Heng, Qi Dou

Figure 1 for 3DSAM-adapter: Holistic Adaptation of SAM from 2D to 3D for Promptable Medical Image Segmentation
Figure 2 for 3DSAM-adapter: Holistic Adaptation of SAM from 2D to 3D for Promptable Medical Image Segmentation
Figure 3 for 3DSAM-adapter: Holistic Adaptation of SAM from 2D to 3D for Promptable Medical Image Segmentation
Figure 4 for 3DSAM-adapter: Holistic Adaptation of SAM from 2D to 3D for Promptable Medical Image Segmentation
Viaarxiv icon

Diffusion Model based Semi-supervised Learning on Brain Hemorrhage Images for Efficient Midline Shift Quantification

Jan 01, 2023
Shizhan Gong, Cheng Chen, Yuqi Gong, Nga Yan Chan, Wenao Ma, Calvin Hoi-Kwan Mak, Jill Abrigo, Qi Dou

Figure 1 for Diffusion Model based Semi-supervised Learning on Brain Hemorrhage Images for Efficient Midline Shift Quantification
Figure 2 for Diffusion Model based Semi-supervised Learning on Brain Hemorrhage Images for Efficient Midline Shift Quantification
Figure 3 for Diffusion Model based Semi-supervised Learning on Brain Hemorrhage Images for Efficient Midline Shift Quantification
Figure 4 for Diffusion Model based Semi-supervised Learning on Brain Hemorrhage Images for Efficient Midline Shift Quantification
Viaarxiv icon

Test-time Adaptation with Calibration of Medical Image Classification Nets for Label Distribution Shift

Jul 09, 2022
Wenao Ma, Cheng Chen, Shuang Zheng, Jing Qin, Huimao Zhang, Qi Dou

Figure 1 for Test-time Adaptation with Calibration of Medical Image Classification Nets for Label Distribution Shift
Figure 2 for Test-time Adaptation with Calibration of Medical Image Classification Nets for Label Distribution Shift
Figure 3 for Test-time Adaptation with Calibration of Medical Image Classification Nets for Label Distribution Shift
Viaarxiv icon

Rapid model transfer for medical image segmentation via iterative human-in-the-loop update: from labelled public to unlabelled clinical datasets for multi-organ segmentation in CT

Apr 13, 2022
Wenao Ma, Shuang Zheng, Lei Zhang, Huimao Zhang, Qi Dou

Figure 1 for Rapid model transfer for medical image segmentation via iterative human-in-the-loop update: from labelled public to unlabelled clinical datasets for multi-organ segmentation in CT
Figure 2 for Rapid model transfer for medical image segmentation via iterative human-in-the-loop update: from labelled public to unlabelled clinical datasets for multi-organ segmentation in CT
Figure 3 for Rapid model transfer for medical image segmentation via iterative human-in-the-loop update: from labelled public to unlabelled clinical datasets for multi-organ segmentation in CT
Figure 4 for Rapid model transfer for medical image segmentation via iterative human-in-the-loop update: from labelled public to unlabelled clinical datasets for multi-organ segmentation in CT
Viaarxiv icon

Hierarchical Deep Network with Uncertainty-aware Semi-supervised Learning for Vessel Segmentation

May 31, 2021
Chenxin Li, Wenao Ma, Liyan Sun, Xinghao Ding, Yue Huang, Guisheng Wang, Yizhou Yu

Figure 1 for Hierarchical Deep Network with Uncertainty-aware Semi-supervised Learning for Vessel Segmentation
Figure 2 for Hierarchical Deep Network with Uncertainty-aware Semi-supervised Learning for Vessel Segmentation
Figure 3 for Hierarchical Deep Network with Uncertainty-aware Semi-supervised Learning for Vessel Segmentation
Figure 4 for Hierarchical Deep Network with Uncertainty-aware Semi-supervised Learning for Vessel Segmentation
Viaarxiv icon

Consistent Posterior Distributions under Vessel-Mixing: A Regularization for Cross-Domain Retinal Artery/Vein Classification

Mar 16, 2021
Chenxin Li, Yunlong Zhang, Zhehan Liang, Wenao Ma, Yue Huang, Xinghao Ding

Figure 1 for Consistent Posterior Distributions under Vessel-Mixing: A Regularization for Cross-Domain Retinal Artery/Vein Classification
Figure 2 for Consistent Posterior Distributions under Vessel-Mixing: A Regularization for Cross-Domain Retinal Artery/Vein Classification
Figure 3 for Consistent Posterior Distributions under Vessel-Mixing: A Regularization for Cross-Domain Retinal Artery/Vein Classification
Figure 4 for Consistent Posterior Distributions under Vessel-Mixing: A Regularization for Cross-Domain Retinal Artery/Vein Classification
Viaarxiv icon

Multi-Task Neural Networks with Spatial Activation for Retinal Vessel Segmentation and Artery/Vein Classification

Jul 18, 2020
Wenao Ma, Shuang Yu, Kai Ma, Jiexiang Wang, Xinghao Ding, Yefeng Zheng

Figure 1 for Multi-Task Neural Networks with Spatial Activation for Retinal Vessel Segmentation and Artery/Vein Classification
Figure 2 for Multi-Task Neural Networks with Spatial Activation for Retinal Vessel Segmentation and Artery/Vein Classification
Figure 3 for Multi-Task Neural Networks with Spatial Activation for Retinal Vessel Segmentation and Artery/Vein Classification
Figure 4 for Multi-Task Neural Networks with Spatial Activation for Retinal Vessel Segmentation and Artery/Vein Classification
Viaarxiv icon

Multi-Site Infant Brain Segmentation Algorithms: The iSeg-2019 Challenge

Jul 11, 2020
Yue Sun, Kun Gao, Zhengwang Wu, Zhihao Lei, Ying Wei, Jun Ma, Xiaoping Yang, Xue Feng, Li Zhao, Trung Le Phan, Jitae Shin, Tao Zhong, Yu Zhang, Lequan Yu, Caizi Li, Ramesh Basnet, M. Omair Ahmad, M. N. S. Swamy, Wenao Ma, Qi Dou, Toan Duc Bui, Camilo Bermudez Noguera, Bennett Landman, Ian H. Gotlib, Kathryn L. Humphreys, Sarah Shultz, Longchuan Li, Sijie Niu, Weili Lin, Valerie Jewells, Gang Li, Dinggang Shen, Li Wang

Figure 1 for Multi-Site Infant Brain Segmentation Algorithms: The iSeg-2019 Challenge
Figure 2 for Multi-Site Infant Brain Segmentation Algorithms: The iSeg-2019 Challenge
Figure 3 for Multi-Site Infant Brain Segmentation Algorithms: The iSeg-2019 Challenge
Figure 4 for Multi-Site Infant Brain Segmentation Algorithms: The iSeg-2019 Challenge
Viaarxiv icon