Model Quantifies Uncertainty in Kidney Function Decline for Diabetic Patients
Researchers have developed and internally evaluated a statistical model designed to predict the decline of kidney function in adults with ...
Tag: Uncertainty-aware
Neuro-Fuzzy Architecture Improves Appliance Disaggregation and Uncertainty Estimation in Microgrids
Researchers have developed DeepANFIS, an end-to-end neuro-fuzzy framework that combines multiresolution convolution, temporal memory, and evidential deep learning to track ...
Machine Learning Framework Maps Underground Soil Layers to Assess Geological Hazards
Researchers have developed a tree-based machine learning framework utilizing geotechnical distance fields to accurately map subsurface soil layers and quantify ...
AI Model Reads Glucose from Wearable Signals, but Struggles with Unseen People
An uncertainty-aware AI framework estimated blood glucose from PPG and GSR signals with low error on familiar subjects but performed ...
AI Framework Rebuilds Missing Urban Air Pollution Data While Quantifying Its Own Uncertainty
A generative adversarial network combined with an unscented Kalman filter reconstructed missing air-quality data across New York City, cutting prediction ...
Uncertainty-aware multimodal model evaluated for cervical-cell classification
An abstract reports that an uncertainty-aware proof-of-concept model classified 6,849 cervical-cell images with an AUC-ROC of 0.993, but synthetic auxiliary ...
Uncertainty-aware improved LSTM flood forecasting in a snowmelt-dominated arid basin
An improved LSTM achieved mean NSE of 0.9633 and mean peak-discharge error of 3.90% in nine held-out flood events from ...
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Mothers who receive childcare support from maternal grandparents show more parental warmth, finds NTU Singapore study
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University of Seville Breaks 120-Year-Old Mystery, Revises a Key Einstein Concept
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Bee body mass, pathogens and local climate influence heat tolerance
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Researchers record first-ever images and data of a shark experiencing a boat strike
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Groundbreaking Clinical Trial Reveals Lubiprostone Enhances Kidney Function
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