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06/30/2023
Transformers in Healthcare: A Survey
With Artificial Intelligence (AI) increasingly permeating various aspect...
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03/13/2023
Transformer Models for Acute Brain Dysfunction Prediction
Acute brain dysfunctions (ABD), which include coma and delirium, are pre...
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03/11/2023
Predicting risk of delirium from ambient noise and light information in the ICU
Existing Intensive Care Unit (ICU) delirium prediction models do not con...
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03/11/2023
AI-Enhanced Intensive Care Unit: Revolutionizing Patient Care with Pervasive Sensing
The intensive care unit (ICU) is a specialized hospital space where crit...
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11/12/2022
End-to-End Machine Learning Framework for Facial AU Detection in Intensive Care Units
Pain is a common occurrence among patients admitted to Intensive Care Un...
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12/22/2021
Beyond Low Earth Orbit: Biomonitoring, Artificial Intelligence, and Precision Space Health
Human space exploration beyond low Earth orbit will involve missions of ...
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12/22/2021
Beyond Low Earth Orbit: Biological Research, Artificial Intelligence, and Self-Driving Labs
Space biology research aims to understand fundamental effects of spacefl...
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11/14/2021
Invariant Risk Minimisation for Cross-Organism Inference: Substituting Mouse Data for Human Data in Human Risk Factor Discovery
Human medical data can be challenging to obtain due to data privacy conc...
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10/14/2021
Universally Rank Consistent Ordinal Regression in Neural Networks
Despite the pervasiveness of ordinal labels in supervised learning, it r...
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06/17/2021
On Invariance Penalties for Risk Minimization
The Invariant Risk Minimization (IRM) principle was first proposed by Ar...
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09/15/2020
On Information Gain and Regret Bounds in Gaussian Process Bandits
Consider the sequential optimization of an expensive to evaluate and pos...
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11/21/2019