AIMC Topic: Bias

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Black Boxes and Bias in AI Challenge Autonomy.

The American journal of bioethics : AJOB Jul 1, 2021
Artificial Intelligence Bias Humans
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Reducing Bias in Healthcare Artificial Intelligence.

Journal of perianesthesia nursing : official journal of the American Society of PeriAnesthesia Nurses Jun 1, 2021
Algorithms Delivery of Health Care Artificial Intelligence Bias
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Machine Learning for Causal Inference: On the Use of Cross-fit Estimators.

Epidemiology (Cambridge, Mass.) May 1, 2021
BACKGROUND: Modern causal inference methods allow machine learning to be used to weaken parametric modeling assumptions. However, the use of machine learning may result in complications for inference. Doubly robust cross-fit estimators have been prop...
Probability Computer Simulation Causality Humans Models, Statistical Machine Learning Bias
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How Convolutional Neural Network Architecture Biases Learned Opponency and Color Tuning.

Neural computation Mar 26, 2021
Recent work suggests that changing convolutional neural network (CNN) architecture by introducing a bottleneck in the second layer can yield changes in learned function. To understand this relationship fully requires a way of quantitatively comparing...
Neural Networks, Computer Machine Learning Bias
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Robo-writers: the rise and risks of language-generating AI.

Nature Mar 1, 2021
Robotics Bias Artificial Intelligence Writing Poetry as Topic Prejudice Wit and Humor as Topic Humans
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Deep learning and cancer biomarkers: recognising lead-time bias - Authors' reply.

Lancet (London, England) Jan 16, 2021
Humans Biomarkers, Tumor Bias Neoplasms Deep Learning
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Bias at warp speed: how AI may contribute to the disparities gap in the time of COVID-19.

Journal of the American Medical Informatics Association : JAMIA Jan 15, 2021
The COVID-19 pandemic is presenting a disproportionate impact on minorities in terms of infection rate, hospitalizations, and mortality. Many believe artificial intelligence (AI) is a solution to guide clinical decision-making for this novel disease,...
Information Storage and Retrieval Health Status Disparities Resource Allocation Healthcare Disparities Minority Groups Bias Artificial Intelligence COVID-19 Humans Clinical Decision-Making United States
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Latent bias and the implementation of artificial intelligence in medicine.

Journal of the American Medical Informatics Association : JAMIA Dec 9, 2020
Increasing recognition of biases in artificial intelligence (AI) algorithms has motivated the quest to build fair models, free of biases. However, building fair models may be only half the challenge. A seemingly fair model could involve, directly or ...
Bias Prejudice Algorithms Decision Support Systems, Clinical Humans Artificial Intelligence
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Accurate deep-learning estimation of chlorophyll-a concentration from the spectral particulate beam-attenuation coefficient.

Optics express Aug 3, 2020
Different techniques exist for determining chlorophyll-a concentration as a proxy of phytoplankton abundance. In this study, a novel method based on the spectral particulate beam-attenuation coefficient (c) was developed to estimate chlorophyll-a con...
Deep Learning Databases as Topic Chlorophyll A Neural Networks, Computer Time Factors Bias Reproducibility of Results Spectrum Analysis
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Biased intelligence: on the subjectivity of digital objectivity.

BMJ health & care informatics Aug 1, 2020
Bias Privacy Datasets as Topic Biomedical Technology Humans Artificial Intelligence Decision Making
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