Pathology | Radiology A Robust Deep Learning Method with Uncertainty Estimation for the Pathological Classification of Renal Cell Carcinoma Based on CT Images. September 23, 2024
Medical Imaging | Radiation Oncology Deep learning with uncertainty estimation for automatic tumor segmentation in PET/CT of head and neck cancers: Impact of model complexity, image processing and augmentation. August 10, 2024
Medical Imaging | Oncology | Radiology Enhancing the reliability of deep learning-based head and neck tumour segmentation using uncertainty estimation with multi-modal images. July 26, 2024
Bioinformatics | Chemistry | Drug Development | Molecular Biology Reducing overconfident errors in molecular property classification using Posterior Network. July 15, 2024
Oncology | Radiation Therapy Can input reconstruction be used to directly estimate uncertainty of a dose prediction U-Net model? July 12, 2024
Neurology | Oncology | Radiology Differentiation of glioblastoma from solitary brain metastasis using deep ensembles: Empirical estimation of uncertainty for clinical reliability. June 28, 2024
Orthopedics | Radiology Uncertainty Estimation in Unsupervised MR-CT Synthesis of Scoliotic Spines. June 20, 2024
Medical Imaging | Radiation Oncology Uncertainty estimation using a 3D probabilistic U-Net for segmentation with small radiotherapy clinical trial datasets. June 15, 2024
Artificial Intelligence | Chemistry Deep Kernel learning for reaction outcome prediction and optimization. June 14, 2024
Oncology | Radiation Oncology | Radiology Uncertainty estimation and evaluation of deformation image registration based convolutional neural networks. May 15, 2024
Oncology | Radiology | Urology Toward confident prostate cancer detection using ultrasound: a multi-center study. May 5, 2024
Computer Science | Dentistry | Oncology Deep neural network uncertainty estimation for early oral cancer diagnosis. April 18, 2024