Weina Jin, M.D.

Weina Jin, M.D.

Simon Fraser University

H-index: 11

North America-Canada

About Weina Jin, M.D.

Weina Jin, M.D., With an exceptional h-index of 11 and a recent h-index of 11 (since 2020), a distinguished researcher at Simon Fraser University, specializes in the field of healthcare, machine learning.

His recent articles reflect a diverse array of research interests and contributions to the field:

Evaluating the clinical utility of artificial intelligence assistance and its explanation on the glioma grading task

Rethinking ai explainability and plausibility

Invisible users: Uncovering end-users' requirements for explainable ai via explanation forms and goals

Guidelines and evaluation of clinical explainable AI in medical image analysis

Generating post-hoc explanation from deep neural networks for multi-modal medical image analysis tasks

Transcending XAI Algorithm Boundaries through End-User-Inspired Design

Evaluating explainable AI on a multi-modal medical imaging task: Can existing algorithms fulfill clinical requirements?

One map does not fit all: Evaluating saliency map explanation on multi-modal medical images

Weina Jin, M.D. Information

University

Position

PhD student in School of Computing Science

Citations(all)

415

Citations(since 2020)

373

Cited By

128

hIndex(all)

11

hIndex(since 2020)

11

i10Index(all)

13

i10Index(since 2020)

13

Email

University Profile Page

Simon Fraser University

Google Scholar

View Google Scholar Profile

Weina Jin, M.D. Skills & Research Interests

healthcare

machine learning

Top articles of Weina Jin, M.D.

Title

Journal

Author(s)

Publication Date

Evaluating the clinical utility of artificial intelligence assistance and its explanation on the glioma grading task

Artificial Intelligence in Medicine

Weina Jin

Mostafa Fatehi

Ru Guo

Ghassan Hamarneh

2024/2/1

Rethinking ai explainability and plausibility

arXiv preprint arXiv:2303.17707

Weina Jin

Xiaoxiao Li

Ghassan Hamarneh

2023/3/30

Invisible users: Uncovering end-users' requirements for explainable ai via explanation forms and goals

arXiv preprint arXiv:2302.06609

Weina Jin

Jianyu Fan

Diane Gromala

Philippe Pasquier

Ghassan Hamarneh

2023/2/10

Guidelines and evaluation of clinical explainable AI in medical image analysis

Medical Image Analysis

Weina Jin

Xiaoxiao Li

Mostafa Fatehi

Ghassan Hamarneh

2023/2/1

Generating post-hoc explanation from deep neural networks for multi-modal medical image analysis tasks

MethodsX

Weina Jin

Xiaoxiao Li

Mostafa Fatehi

Ghassan Hamarneh

2023/1/1

Transcending XAI Algorithm Boundaries through End-User-Inspired Design

arXiv preprint arXiv:2208.08739

Weina Jin

Jianyu Fan

Diane Gromala

Philippe Pasquier

Xiaoxiao Li

...

2022/8/18

Evaluating explainable AI on a multi-modal medical imaging task: Can existing algorithms fulfill clinical requirements?

Proceedings of the AAAI Conference on Artificial Intelligence

Weina Jin

Xiaoxiao Li

Ghassan Hamarneh

2022/6/28

One map does not fit all: Evaluating saliency map explanation on multi-modal medical images

arXiv preprint arXiv:2107.05047

Weina Jin

Xiaoxiao Li

Ghassan Hamarneh

2021/7/11

EUCA: The end-user-centered explainable AI framework

arXiv preprint arXiv:2102.02437

Weina Jin

Jianyu Fan

Diane Gromala

Philippe Pasquier

Ghassan Hamarneh

2021/2/4

Artificial intelligence in glioma imaging: challenges and advances

Weina Jin

Mostafa Fatehi

Kumar Abhishek

Mayur Mallya

Brian Toyota

...

2020/4/30

See List of Professors in Weina Jin, M.D. University(Simon Fraser University)

Co-Authors

H-index: 56
Ghassan Hamarneh

Ghassan Hamarneh

Simon Fraser University

H-index: 52
Carman Neustaedter

Carman Neustaedter

Simon Fraser University

H-index: 33
Philippe Pasquier

Philippe Pasquier

Simon Fraser University

H-index: 32
Chris D. Shaw

Chris D. Shaw

Simon Fraser University

H-index: 13
Xin Tong

Xin Tong

Stanford University

H-index: 13
Jianyu Fan

Jianyu Fan

Simon Fraser University

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