John Volpi

Publication Activity (10 Years)

Years Active: 2020-2023
Publications (10 Years): 13

Top Topics

Lesion Segmentation

Diffusion Weighted

Rigid Registration

Top Venues

Comput. Medical Imaging Graph.

Medical Image Anal.

Publications

Peiqi Sui, Kelvin K. Wong, Xiaohui Yu, John Volpi, Stephen T. C. Wong
Storyline-Centric Detection of Aphasia and Dysarthria in Stroke Patient Transcripts. ClinicalNLP@ACL (2023)
Yanglan Ou, Sharon X. Huang, Kelvin K. Wong, Jonathon S. Cummock, John Volpi, James Z. Wang, Stephen T. C. Wong
BBox-Guided Segmentor: Leveraging expert knowledge for accurate stroke lesion segmentation using weakly supervised bounding box prior. Comput. Medical Imaging Graph. 107 (2023)
Tongan Cai, Haomiao Ni, Mingli Yu, Xiaolei Huang, Kelvin K. Wong, John Volpi, James Z. Wang, Stephen T. C. Wong
: An efficient stroke screening framework for emergency rooms with multimodal adversarial deep learning. Medical Image Anal. 80 (2022)
Yanglan Ou, Ye Yuan, Xiaolei Huang, Stephen T. C. Wong, John Volpi, James Z. Wang, Kelvin K. Wong
Patcher: Patch Transformers with Mixture of Experts for Precise Medical Image Segmentation. MICCAI (5) (2022)
Yanglan Ou, Ye Yuan, Xiaolei Huang, Stephen T. C. Wong, John Volpi, James Z. Wang, Kelvin K. Wong
Patcher: Patch Transformers with Mixture of Experts for Precise Medical Image Segmentation. CoRR (2022)
Haomiao Ni, Yuan Xue, Kelvin K. Wong, John Volpi, Stephen T. C. Wong, James Z. Wang, Xiaolei Huang
Asymmetry Disentanglement Network for Interpretable Acute Ischemic Stroke Infarct Segmentation in Non-Contrast CT Scans. CoRR (2022)
Haomiao Ni, Yuan Xue, Kelvin K. Wong, John Volpi, Stephen T. C. Wong, James Z. Wang, Xiaolei Huang
Asymmetry Disentanglement Network for Interpretable Acute Ischemic Stroke Infarct Segmentation in Non-contrast CT Scans. MICCAI (8) (2022)
Tongan Cai, Haomiao Ni, Mingli Yu, Xiaolei Huang, Kelvin K. Wong, John Volpi, James Z. Wang, Stephen T. C. Wong
DeepStroke: An Efficient Stroke Screening Framework for Emergency Rooms with Multimodal Adversarial Deep Learning. CoRR (2021)
Yanglan Ou, Ye Yuan, Xiaolei Huang, Kelvin K. Wong, John Volpi, James Z. Wang, Stephen T. C. Wong
LambdaUNet: 2.5D Stroke Lesion Segmentation of Diffusion-Weighted MR Images. MICCAI (1) (2021)
Kelvin K. Wong, Jonathon S. Cummock, Yunjie He, Rahul Ghosh, John Volpi, Stephen T. C. Wong
Retrospective study of deep learning to reduce noise in non-contrast head CT images. Comput. Medical Imaging Graph. 94 (2021)
Yanglan Ou, Ye Yuan, Xiaolei Huang, Kelvin K. Wong, John Volpi, James Z. Wang, Stephen T. C. Wong
LambdaUNet: 2.5D Stroke Lesion Segmentation of Diffusion-weighted MR Images. CoRR (2021)
Kevin Yao, Kelvin K. Wong, Xiaohui Yu, John Volpi, Stephen T. C. Wong
An Intelligent Augmented Lifelike Avatar App for Virtual Physical Examination of Suspected Strokes. EMBC (2021)
Mingli Yu, Tongan Cai, Xiaolei Huang, Kelvin K. Wong, John Volpi, James Z. Wang, Stephen T. C. Wong
Toward Rapid Stroke Diagnosis with Multimodal Deep Learning. MICCAI (3) (2020)