Login

Victor Wang

ORCID: 0000-0003-0267-7827
Publications
Citations
Views
---
Saved
---
About
Contact & Profiles
A5018841760
Research Areas
  • Acute Ischemic Stroke Management
  • Intracerebral and Subarachnoid Hemorrhage Research
  • Cerebrovascular and Carotid Artery Diseases

Johns Hopkins University
 2021

 Deep learning-based detection and segmentation of diffusion abnormalities in acute ischemic stroke
OPENALEX - Publications 
Chin-Fu Liu Johnny Hsu Xin Xu Sandhya Ramachandran Victor Wang and 20 more Michael I. Miller Argye E. Hillis Andréia V. Faria Max Wintermark Steven Warach Gregory W. Albers Stephen M. Davis James C. Grotta Werner Hacke Dong‐Wha Kang Chelsea S. Kidwell Walter J. Koroshetz Kennedy R. Lees Michael H. Lev David S. Liebeskind A. Gregory Sorensen Vincent Thijs Götz Thomalla Joanna M. Wardlaw Marie Luby

Abstract Background Accessible tools to efficiently detect and segment diffusion abnormalities in acute strokes are highly anticipated by the clinical research communities. Methods We developed a tool with deep learning networks trained tested on large dataset of 2,348 weighted MRIs patients sub-acute ischemic strokes, further for generalization 280 an external (STIR). Results Our proposed model outperforms generic DeepMedic, particularly small lesions, lower false positive rate, balanced...

10.1038/s43856-021-00062-8 article EN cc-by Communications Medicine 2021-12-16
Coming Soon ...