Cardiology | Nuclear Medicine Deep-learning-based estimation of attenuation map improves attenuation correction performance over direct attenuation estimation for myocardial perfusion SPECT. September 13, 2022
Oncology | Radiology A deep learning-based system for survival benefit prediction of tyrosine kinase inhibitors and immune checkpoint inhibitors in stage IV non-small cell lung cancer patients: A multicenter, prognostic study. July 11, 2022
Cardiology | Medical Imaging Optical flow estimation of coronary angiography sequences based on semi-supervised learning. June 10, 2022
Cardiology | Radiology Vessel segmentation for X-ray coronary angiography using ensemble methods with deep learning and filter-based features. January 20, 2022
Abdomen Imaging | COVID-19 Imaging | Neuroradiology | Thorax Imaging Trends in the application of deep learning networks in medical image analysis: Evolution between 2012 and 2020. November 30, 2021
Deep Learning | Nanophotonics Efficient inverse design and spectrum prediction for nanophotonic devices based on deep recurrent neural networks. May 10, 2021
Ophthalmology | Radiology Annotation-Efficient Learning for Medical Image Segmentation based on Noisy Pseudo Labels and Adversarial Learning. December 28, 2020
Oncology | Pulmonology Development and Validation of a Machine Learning Model to Explore Tyrosine Kinase Inhibitor Response in Patients With Stage IV EGFR Variant-Positive Non-Small Cell Lung Cancer. December 17, 2020
Radiology Decoding COVID-19 pneumonia: comparison of deep learning and radiomics CT image signatures. October 23, 2020
Bioinformatics | Genetics | Livestock Science A gene prioritization method based on a swine multi-omics knowledgebase and a deep learning model. September 11, 2020
Biomedical Engineering | Medical Device Regulation | Radiology Towards standardized premarket evaluation of computer aided diagnosis/detection products: insights from FDA-approved products. August 26, 2020
Other Room-Level Fall Detection Based on Ultra-Wideband (UWB) Monostatic Radar and Convolutional Long Short-Term Memory (LSTM). February 22, 2020