Nuclear Medicine | Oncology | Radiology PSMA-positive prostatic volume prediction with deep learning based on T2-weighted MRI. May 3, 2024
Radiology Deep Learning Prostate MRI Segmentation Accuracy and Robustness: A Systematic Review. April 3, 2024
Medical Imaging | Radiation Oncology Synthetic computed tomography for low-field magnetic resonance-only radiotherapy in head-and-neck cancer using residual vision transformers. July 27, 2023
Radiology Local contrastive loss with pseudo-label based self-training for semi-supervised medical image segmentation. April 13, 2023
Medical Imaging | Radiology Volumetric memory network for interactive medical image segmentation. November 3, 2022
Oncology | Radiology A 2.5D convolutional neural network for HPV prediction in advanced oropharyngeal cancer. January 9, 2022
Electrochemistry | Materials Science Deep learning-based segmentation of lithium-ion battery microstructures enhanced by artificially generated electrodes. October 28, 2021
Endocrinology | Obesity Medicine | Radiology Whole-body Composition Profiling Using a Deep Learning Algorithm: Influence of Different Acquisition Parameters on Algorithm Performance and Robustness. June 2, 2021
Cardiology | Gastroenterology | Radiology | Urology Semi-supervised task-driven data augmentation for medical image segmentation. January 1, 2021
Orthopedics | Radiology A Deep Learning Automated Segmentation Algorithm Accurately Detects Differences in Longitudinal Cartilage Thickness Loss – Data from the FNIH Biomarkers Study of the Osteoarthritis Initiative. December 18, 2020
Neurology | Radiology Unsupervised lesion detection via image restoration with a normative prior. June 3, 2020
Orthopedics | Radiology Clinical evaluation of fully automated thigh muscle and adipose tissue segmentation using a U-Net deep learning architecture in context of osteoarthritic knee pain. December 24, 2019