Automated Fidelity Assessment for Strategy Training in Inpatient Rehabilitation using Natural Language Processing

no code implementations • 14 Sep 2022 • Hunter Osterhoudt, Courtney E. Schneider, Haneef A Mohammad, Minmei Shih, Alexandra E. Harper, Leming Zhou, Elizabeth R Skidmore, Yanshan Wang

Although the fidelity assessment for detecting guided and directed verbal cues is valid and feasible for single-site studies, it can become labor intensive, time consuming, and expensive in large, multi-site pragmatic trials.

valid

Toward Improving Health Literacy in Patient Education Materials with Neural Machine Translation Models

no code implementations • 14 Sep 2022 • David Oniani, Sreekanth Sreekumar, Renuk DeAlmeida, Dinuk DeAlmeida, Vivian Hui, Young ji Lee, Yiye Zhang, Leming Zhou, Yanshan Wang

We also verified the effectiveness of NMT models in translating health illiterate languages by comparing the ratio of health illiterate language in the sentence.

Machine Translation NMT +1