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09/13/2023
Reliability-based cleaning of noisy training labels with inductive conformal prediction in multi-modal biomedical data mining
Accurately labeling biomedical data presents a challenge. Traditional se...
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06/08/2023
Toward more accurate and generalizable brain deformation estimators for traumatic brain injury detection with unsupervised domain adaptation
Machine learning head models (MLHMs) are developed to estimate brain def...
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12/19/2022
Denoising instrumented mouthguard measurements of head impact kinematics with a convolutional neural network
Wearable sensors for measuring head kinematics can be noisy due to imper...
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03/09/2022
Filter Drug-induced Liver Injury Literature with Natural Language Processing and Ensemble Learning
Drug-induced liver injury (DILI) describes the adverse effects of drugs ...
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10/27/2021
Data-driven decomposition of brain dynamics with principal component analysis in different types of head impacts
Strain and strain rate are effective traumatic brain injury predictors. ...
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10/20/2021
Unsupervised cross-user adaptation in taste sensationrecognition based on surface electromyography withconformal prediction and domain regularizedcomponent analysis
Human taste sensation can be qualitatively described with surface electr...
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08/31/2021
Rapidly and accurately estimating brain strain and strain rate across head impact types with transfer learning and data fusion
Brain strain and strain rate are effective in predicting traumatic brain...
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08/07/2021
Kinematics clustering enables head impact subtyping for better traumatic brain injury prediction
Traumatic brain injury can be caused by various types of head impacts. H...
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04/19/2021
Classification of head impacts based on the spectral density of measurable kinematics
Traumatic brain injury can be caused by head impacts, but many brain inj...
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02/09/2021
Predictive Factors of Kinematics in Traumatic Brain Injury from Head Impacts Based on Statistical Interpretation
Brain tissue deformation resulting from head impacts is primarily caused...
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02/05/2021
Boost AI Power: Data Augmentation Strategies with unlabelled Data and Conformal Prediction, a Case in Alternative Herbal Medicine Discrimination with Electronic Nose
Electronic nose proves its effectiveness in alternativeherbal medicine c...
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12/18/2020
Prediction of brain strain across head impact subtypes using 18 brain injury criteria
Multiple brain injury criteria (BIC) are developed to quickly quantify b...
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10/16/2020