Cardiology | Radiology Improved Robustness for Deep Learning-based Segmentation of Multi-Center Myocardial Perfusion MRI Datasets Using Data Adaptive Uncertainty-guided Space-time Analysis. August 16, 2024
Cardiology | Radiology Improved Robustness for Deep Learning-based Segmentation of Multi-Center Myocardial Perfusion MRI Datasets Using Data Adaptive Uncertainty-guided Space-time Analysis. August 14, 2024
Medical Physics | Radiation Oncology Aleatoric and epistemic uncertainty extraction of patient-specific deep learning-based dose predictions in LDR prostate brachytherapy. March 14, 2024
Orthodontics | Radiology An automatic cephalometric landmark detection method based on heatmap regression and Monte Carlo dropout. December 12, 2023
Eco-environmental Protection | Hydrology | Water Resource Management Bayesian model averaging by combining deep learning models to improve lake water level prediction. October 13, 2023
Computational Fluid Dynamics | Data-Driven Modeling | Engineering Reduced-order modeling for stochastic large-scale and time-dependent flow problems using deep spatial and temporal convolutional autoencoders. May 22, 2023
Climate science | Data Science | Meteorology Uncertainty and sensitivity analysis of deep learning models for diurnal temperature range (DTR) forecasting over five Indian cities. January 12, 2023
Environmental Science | Hydrogeology | Machine Learning Estimation and uncertainty analysis of groundwater quality parameters in a coastal aquifer under seawater intrusion: a comparative study of deep learning and classic machine learning methods. August 8, 2022
Construction Safety | Occupational Health Exploring Fatalities and Injuries in Construction by Considering Thermal Comfort Using Uncertainty and Relative Importance Analysis. June 2, 2021
Neurology | Radiology Demystifying Brain Tumor Segmentation Networks: Interpretability and Uncertainty Analysis. March 2, 2020
Oncology | Radiology Coarse-to-Fine Adversarial Networks and Zone-based Uncertainty Analysis for NK/T-cell Lymphoma Segmentation in CT/PET images. February 14, 2020