Medical Physics | Radiation Oncology In vivo EPID-based daily treatment error identification for volumetric-modulated arc therapy in head and neck cancers with a hierarchical convolutional neural network: a feasibility study. April 22, 2024
Oncology | Pulmonology | Radiology CT-based intratumoral and peritumoral deep transfer learning features prediction of lymph node metastasis in non-small cell lung cancer. April 5, 2024
Computer Vision | Data Compression KD-INR: Time-Varying Volumetric Data Compression via Knowledge Distillation-based Implicit Neural Representation. December 21, 2023
Other CoordNet: Data Generation and Visualization Generation for Time-Varying Volumes via a Coordinate-Based Neural Network. August 8, 2022
Artificial Intelligence | Scientific visualization DL4SciVis: A State-of-the-Art Survey on Deep Learning for Scientific Visualization. April 19, 2022
Computer Science | Data Science STNet: An End-to-End Generative Framework for Synthesizing Spatiotemporal Super-Resolution Volumes. September 29, 2021
Oncology | Radiology | Surgery Subcutaneous, but not visceral, adipose tissue as a marker for prognosis in gastric cancer patients with cachexia. August 30, 2021
Other Reconstructing Unsteady Flow Data from Representative Streamlines via Diffusion and Deep Learning Based Denoising. June 16, 2021
Computer Science | Data Science | Informatics V2V: A Deep Learning Approach to Variable-to-Variable Selection and Translation for Multivariate Time-Varying Data. October 19, 2020
Computer Science | Scientific visualization SSR-TVD: Spatial Super-Resolution for Time-Varying Data Analysis and Visualization. October 19, 2020
Computer Science | Data Analysis | Data visualization | Deep Learning TSR-TVD: Temporal Super-Resolution for Time-Varying Data Analysis and Visualization. August 19, 2019
Computer Science | Visualization Flow Field Reduction Via Reconstructing Vector Data From 3-D Streamlines Using Deep Learning. June 21, 2019