전남대학교 중앙도서관

Towards objective and systematic evaluation of bias in medical imaging AI

보고서

Author: Stanley, Emma A. M.
Souza, Raissa
Winder, Anthony
Gulve, Vedant
Amador, Kimberly
Wilms, Matthias
Forkert, Nils D.
DB Label: Database : arXiv

On the Relationship Between Open Science in Artificial Intelligence for Medical Imaging and Global Health Equity

전자책

issue: Clinical Image-Based Procedures, Fairness of AI in Medical Imaging, and Ethical and Philosophical Issues in Medical Imaging : 12th International Workshop, CLIP 2023 1st International Workshop, FAIMI 2023 and 2nd International Workshop, EPIMI 2023 Vancouver, BC, Canada, October 8 and October 12, 2023 Proceedings. 14242:289-300
Author: Souza, Raissa^{Aff25, Aff26, Aff27, Aff28}
Stanley, Emma A. M.^{Aff25, Aff26, Aff27, Aff28}
Forkert, Nils D.^{Aff25, Aff26, Aff27, Aff28, Aff29}
DB Label: Database : Springer Nature eBooks

A Flexible Framework for Simulating and Evaluating Biases in Deep Learning-Based Medical Image Analysis

전자책

issue: Medical Image Computing and Computer Assisted Intervention – MICCAI 2023 : 26th International Conference, Vancouver, BC, Canada, October 8–12, 2023, Proceedings, Part II. 14221:489-499
Author: Stanley, Emma A. M.^{Aff14, Aff15, Aff16, Aff17}
Wilms, Matthias^{Aff16, Aff17, Aff18, Aff19}
Forkert, Nils D.^{Aff14, Aff15, Aff16, Aff17, Aff20}
DB Label: Database : Springer Nature eBooks

Identifying Biases in a Multicenter MRI Database for Parkinson's Disease Classification: Is the Disease Classifier a Secret Site Classifier?

학술저널

issue: IEEE JOURNAL OF BIOMEDICAL AND HEALTH INFORMATICS; APR 2024, 28 4, p2047-p2054, 8p.
Author: Souza, Raissa
Winder, Anthony
Stanley, Emma A. M.
Vigneshwaran, Vibujithan
Camacho, Milton
Camicioli, Richard
Monchi, Oury
Wilms, Matthias
Forkert, Nils D.
DB Label: Database : Science Citation Index Expanded

원문보기: Full Text (IEEE) 조회 - Impact Factor (JCR) 등재 - Web of Science 등재 - SCOPUS

Disproportionate Subgroup Impacts and Other Challenges of Fairness in Artificial Intelligence for Medical Image Analysis

전자책

issue: Ethical and Philosophical Issues in Medical Imaging, Multimodal Learning and Fusion Across Scales for Clinical Decision Support, and Topological Data Analysis for Biomedical Imaging : 1st International Workshop, EPIMI 2022, 12th International Workshop, ML-CDS 2022, 2nd International Workshop, TDA4BiomedicalImaging, Held in Conjunction with MICCAI 2022, Singapore, September 18–22, 2022, Proceedings. 13755:14-25
Author: Stanley, Emma A. M.^{Aff14, Aff15, Aff16}
Wilms, Matthias^{Aff15, Aff16, Aff17}
Forkert, Nils D.^{Aff14, Aff15, Aff16, Aff17}
DB Label: Database : Springer Nature eBooks

Challenges and Potential of Artificial Intelligence in Neuroradiology

학술저널

issue: CLINICAL NEURORADIOLOGY; JAN 29 2024, 13p.
Author: Winder, Anthony J.
Stanley, Emma A. M.
Fiehler, Jens
Forkert, Nils D.
DB Label: Database : Science Citation Index Expanded

A multi-center distributed learning approach for Parkinson's disease classification using the traveling model paradigm.

학술저널

issue: Frontiers in Artificial Intelligence; 2024, p1-8, 8p
Author: Souza, Raissa
Stanley, Emma A. M.
Camacho, Milton
Camicioli, Richard
Monchi, Oury
Ismail, Zahinoor
Wilms, Matthias
Forkert, Nils D.
DB Label: Database : Complementary Index

An analysis of intensity harmonization techniques for Parkinson’s multi-site MRI datasets

정기출판물

issue: Proceedings of SPIE; April 2023, Vol. 12465 Issue: 1 p124652B-124652B-7, 1121876p
Author: Iftekharuddin, Khan M.
Chen, Weijie
Souza, Raissa
Stanley, Emma A. M.
Camacho, Milton
Wilms, Matthias
Forkert, Nils D.
DB Label: Database : Supplemental Index

An analysis of intensity harmonization techniques for Parkinson's multi-site MRI datasets.

회의자료

issue: Proceedings of SPIE; 3/9/2023, Vol. 12486, p124652B-124652B-7, 1p
Author: Souza, Raissa
Stanley, Emma A. M.
Camacho, Milton
Wilms, Matthias
Forkert, Nils D.
DB Label: Database : Complementary Index

Fairness-related performance and explainability effects in deep learning models for brain image analysis.

학술저널

issue: Journal of Medical Imaging; Nov/Dec2022, Vol. 9 Issue 6, p61102-61102, 1p
Author: Stanley, Emma A. M.
Wilms, Matthias
Mouches, Pauline
Forkert, Nils D.
DB Label: Database : Complementary Index

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