Artificial Intelligence | Surgery Limited generalizability of single deep neural network for surgical instrument segmentation in different surgical environments. July 22, 2022
Radiology Performance of a deep learning-based CT image denoising method: Generalizability over dose, reconstruction kernel and slice thickness. December 26, 2021
Pediatrics | Radiology Limited generalizability of deep learning algorithm for pediatric pneumonia classification on external data. October 14, 2021
Radiology Accurate and robust sparse-view angle CT image reconstruction using deep learning and prior image constrained compressed sensing (DL-PICCS). August 30, 2021
Radiology MRI Manufacturer Shift and Adaptation: Increasing the Generalizability of Deep Learning Segmentation for MR Images Acquired with Different Scanners. May 3, 2021
Dentistry | Radiology Generalizability of deep learning models for dental image analysis. March 18, 2021
Other Displacement-agnostic coherent imaging through scatter with an interpretable deep neural network. March 17, 2021
Medical Imaging | Ophthalmology | Pediatrics Deep Learning for the Diagnosis of Stage in Retinopathy of Prematurity: Accuracy and Generalizability across Populations and Cameras. February 9, 2021
Infectious Diseases | Radiology Deep learning for automated classification of tuberculosis-related chest X-Ray: dataset distribution shift limits diagnostic performance generalizability. August 10, 2020
Cardiology | Radiology Improving the Generalizability of Convolutional Neural Network-Based Segmentation on CMR Images. July 28, 2020
Computer Science | Psychology Crossing Domains for AU Coding: Perspectives, Approaches, and Measures. May 7, 2020