Sheng-Miauh Huang, Jerry Cheng-Yen Lai, Chin-Ching Li, Ping-Ho Chen, Pei-Ju Lien, Ching-Ting Lien
Development and Validity Testing of an Assessment Tool for Oncofertility Barriers in Multidisciplinary Healthcare Providers on the Breast Cancer Team
The journal of nursing research : JNR
solving illposed inverse problems typically requires regularization based prior knowledge date prior knowledge formulated mathematically eg sparsity unknown implicitly learned quantitative data used regularization thereby semantically formulated prior knowledge derived human reasoning recognition excluded introduce demonstrate concept semantic regularization based pretrained large language model overcome vexing limitation study approach first numerically prototypical 2d inverse scattering problem second experimentally 3d 4d compressive microwave imaging problems based programmable metasurfaces highlight semantic regularization enables new forms highlysought privacy protection applications like smart homes touchless humanmachine interaction security screening selected subjects scene concealed actions postures altered reconstruction manipulating semantic prior suitable languagebased control commands