Deep Bayesian networks for uncertainty estimation and adversarial resistance of white matter hyperintensity segmentation

Author:

Mojiri Forooshani Parisa12,Biparva Mahdi12,Ntiri Emmanuel E.12,Ramirez Joel12,Boone Lyndon13,Holmes Melissa F.12,Adamo Sabrina12,Gao Fuqiang12,Ozzoude Miracle12,Scott Christopher J. M.12,Dowlatshahi Dar4,Lawrence‐Dewar Jane M.5,Kwan Donna6,Lang Anthony E.7,Marcotte Karine89,Leonard Carol1011,Rochon Elizabeth1112,Heyn Chris113,Bartha Robert14,Strother Stephen15,Tardif Jean‐Claude16,Symons Sean13,Masellis Mario17,Swartz Richard H.17,Moody Alan13,Black Sandra E.1217,Goubran Maged123ORCID

Affiliation:

1. Hurvitz Brain Sciences Research Program Sunnybrook Research Institute, University of Toronto Toronto Ontario Canada

2. Heart and Stroke Foundation, Canadian Partnership for Stroke Recovery Toronto Ontario Canada

3. Department of Medical Biophysics University of Toronto Toronto Ontario Canada

4. Department of Medicine University of Ottawa Brain and Mind Institute, The Ottawa Hospital Research Institute Ottawa Ontario Canada

5. Thunder Bay Regional Health Research Institute Thunder Bay Ontario Canada

6. Department of Psychology, Faculty of Health York University Toronto Ontario Canada

7. The Edmond J. Safra Program in Parkinson's Disease Toronto Western Hospital Toronto Ontario Canada

8. School of Speech Pathology and Audiology University of Montreal Montreal Quebec Canada

9. Centre intégré universitaire de santé et de services sociaux du Nord‐de‐l’île‐de‐Montréal Montreal Quebec Canada

10. Audiology and Speech‐Language Pathology Program, School of Rehabilitation Sciences University of Ottawa Ottawa Ontario Canada

11. Department of Speech‐Language Pathology and the Rehabilitation Sciences Institute University of Toronto Toronto Ontario Canada

12. KITE Research Institute, Toronto Rehab, University Health Network Toronto Ontario Canada

13. Department of Medical Imaging University of Toronto Toronto Ontario Canada

14. Department of Medical Biophysics Schulich School of Medicine and Dentistry, Robarts Research Institute, Western University London Ontario Canada

15. Department of Medical Biophysics Rotman Research Institute, Baycrest, University of Toronto Toronto Ontario Canada

16. Montreal Heart Institute, University of Montreal Montreal Quebec Canada

17. Department of Medicine (Neurology Division) Sunnybrook HSC and University of Toronto Toronto Ontario Canada

Funder

Canadian Institutes of Health Research

University Health Network

St. Michael's Hospital Foundation

Queen's University Faculty of Health Sciences

Centre for Addiction and Mental Health Foundation

Publisher

Wiley

Subject

Neurology (clinical),Neurology,Radiology, Nuclear Medicine and imaging,Radiological and Ultrasound Technology,Anatomy

同舟云学术

1.学者识别学者识别

2.学术分析学术分析

3.人才评估人才评估

"同舟云学术"是以全球学者为主线,采集、加工和组织学术论文而形成的新型学术文献查询和分析系统,可以对全球学者进行文献检索和人才价值评估。用户可以通过关注某些学科领域的顶尖人物而持续追踪该领域的学科进展和研究前沿。经过近期的数据扩容,当前同舟云学术共收录了国内外主流学术期刊6万余种,收集的期刊论文及会议论文总量共计约1.5亿篇,并以每天添加12000余篇中外论文的速度递增。我们也可以为用户提供个性化、定制化的学者数据。欢迎来电咨询!咨询电话:010-8811{复制后删除}0370

www.globalauthorid.com

TOP

Copyright © 2019-2024 北京同舟云网络信息技术有限公司
京公网安备11010802033243号  京ICP备18003416号-3