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Towards Unraveling Calibration Biases in Medical Image Analysis
Clinical Image-Based Procedures, Fairness of AI in Medical Imaging, and Ethical and Philosophical Issues in Medical Imaging, 2023, Vol.14242, p.132-141
2023
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Unveiling Fairness Biases in Deep Learning-Based Brain MRI Reconstruction
Clinical Image-Based Procedures, Fairness of AI in Medical Imaging, and Ethical and Philosophical Issues in Medical Imaging, 2023, Vol.14242, p.102-111
2023
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An Investigation into the Impact of Deep Learning Model Choice on Sex and Race Bias in Cardiac MR Segmentation
Clinical Image-Based Procedures, Fairness of AI in Medical Imaging, and Ethical and Philosophical Issues in Medical Imaging, 2023, Vol.14242, p.215-224
2023
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Revisiting Skin Tone Fairness in Dermatological Lesion Classification
Clinical Image-Based Procedures, Fairness of AI in Medical Imaging, and Ethical and Philosophical Issues in Medical Imaging, 2023, Vol.14242, p.246-255
2023
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Analysing Race and Sex Bias in Brain Age Prediction
Clinical Image-Based Procedures, Fairness of AI in Medical Imaging, and Ethical and Philosophical Issues in Medical Imaging, 2023, Vol.14242, p.194-204
2023
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Are Sex-Based Physiological Differences the Cause of Gender Bias for Chest X-Ray Diagnosis?
Clinical Image-Based Procedures, Fairness of AI in Medical Imaging, and Ethical and Philosophical Issues in Medical Imaging, 2023, Vol.14242, p.142-152
2023
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How You Split Matters: Data Leakage and Subject Characteristics Studies in Longitudinal Brain MRI Analysis
Clinical Image-Based Procedures, Fairness of AI in Medical Imaging, and Ethical and Philosophical Issues in Medical Imaging, 2023, Vol.14242, p.235-245
2023
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Debiasing Counterfactuals in the Presence of Spurious Correlations
Clinical Image-Based Procedures, Fairness of AI in Medical Imaging, and Ethical and Philosophical Issues in Medical Imaging, 2023, Vol.14242, p.276-286
2023
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Automated Orientation and Registration of Cone-Beam Computed Tomography Scans
Clinical Image-Based Procedures, Fairness of AI in Medical Imaging, and Ethical and Philosophical Issues in Medical Imaging, 2023, Vol.14242, p.43-58
2023
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Distributionally Robust Optimization and Invariant Representation Learning for Addressing Subgroup Underrepresentation: Mechanisms and Limitations
Clinical Image-Based Procedures, Fairness of AI in Medical Imaging, and Ethical and Philosophical Issues in Medical Imaging, 2023, Vol.14242, p.183-193
2023
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Towards Fine-Grained Polyp Segmentation and Classification
Clinical Image-Based Procedures, Fairness of AI in Medical Imaging, and Ethical and Philosophical Issues in Medical Imaging, 2023, Vol.14242, p.32-42
2023
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Mitigating Bias in MRI-Based Alzheimer's Disease Classifiers Through Pruning of Deep Neural Networks
Clinical Image-Based Procedures, Fairness of AI in Medical Imaging, and Ethical and Philosophical Issues in Medical Imaging, 2023, Vol.14242, p.163-171
2023
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Auditing Unfair Biases in CNN-Based Diagnosis of Alzheimer's Disease
Clinical Image-Based Procedures, Fairness of AI in Medical Imaging, and Ethical and Philosophical Issues in Medical Imaging, 2023, Vol.14242, p.172-182
2023
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Bias in Unsupervised Anomaly Detection in Brain MRI
Clinical Image-Based Procedures, Fairness of AI in Medical Imaging, and Ethical and Philosophical Issues in Medical Imaging, 2023, Vol.14242, p.122-131
2023
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A Study of Age and Sex Bias in Multiple Instance Learning Based Classification of Acute Myeloid Leukemia Subtypes
Clinical Image-Based Procedures, Fairness of AI in Medical Imaging, and Ethical and Philosophical Issues in Medical Imaging, 2023, Vol.14242, p.256-265
2023
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Automatic Neurocranial Landmarks Detection from Visible Facial Landmarks Leveraging 3D Head Priors
Clinical Image-Based Procedures, Fairness of AI in Medical Imaging, and Ethical and Philosophical Issues in Medical Imaging, 2023, Vol.14242, p.12-20
2023
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De-identification and Obfuscation of Gender Attributes from Retinal Scans
Clinical Image-Based Procedures, Fairness of AI in Medical Imaging, and Ethical and Philosophical Issues in Medical Imaging, 2023, Vol.14242, p.91-101
2023
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Unsupervised Bias Discovery in Medical Image Segmentation
Clinical Image-Based Procedures, Fairness of AI in Medical Imaging, and Ethical and Philosophical Issues in Medical Imaging, 2023, Vol.14242, p.266-275
2023
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An Investigation into Race Bias in Random Forest Models Based on Breast DCE-MRI Derived Radiomics Features
Clinical Image-Based Procedures, Fairness of AI in Medical Imaging, and Ethical and Philosophical Issues in Medical Imaging, 2023, Vol.14242, p.225-234
2023
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Studying the Effects of Sex-Related Differences on Brain Age Prediction Using Brain MR Imaging
Clinical Image-Based Procedures, Fairness of AI in Medical Imaging, and Ethical and Philosophical Issues in Medical Imaging, 2023, Vol.14242, p.205-214
2023
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Brain Matters: Exploring Bias in AI for Neuroimaging Research
Clinical Image-Based Procedures, Fairness of AI in Medical Imaging, and Ethical and Philosophical Issues in Medical Imaging, 2023, Vol.14242, p.112-121
2023
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Automated Hand Joint Classification of Psoriatic Arthritis Patients Using Routinely Acquired Near Infrared Fluorescence Optical Imaging
Clinical Image-Based Procedures, Fairness of AI in Medical Imaging, and Ethical and Philosophical Issues in Medical Imaging, 2023, Vol.14242, p.3-11
2023
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Deep Learning-Based Fast MRI Reconstruction: Improving Generalization for Clinical Translation
Clinical Image-Based Procedures, Fairness of AI in Medical Imaging, and Ethical and Philosophical Issues in Medical Imaging, 2023, Vol.14242, p.59-69
2023
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Uncertainty Based Border-Aware Segmentation Network for Deep Caries
Clinical Image-Based Procedures, Fairness of AI in Medical Imaging, and Ethical and Philosophical Issues in Medical Imaging, 2023, Vol.14242, p.70-80
2023
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An Efficient and Accurate Neural Network Tool for Finding Correlation Between Gene Expression and Histological Images
Clinical Image-Based Procedures, Fairness of AI in Medical Imaging, and Ethical and Philosophical Issues in Medical Imaging, 2023, Vol.14242, p.81-88
2023
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