UCSD To Create a New School to Advance Data Science and Prepare Graduates to Propel Innovations in AI

At the conclusion of 2021, researchers at UNC Charlotte and Duke University Medical Center published results of work done to use transfer learning methods to generate fluence maps for radiation therapy, aimed at providing medical professionals with more capability and information in fighting adrenal cancers. The technique uses a deep transfer learning model trained on a much larger dataset that can be applied to a smaller data set for a specific application.

• The initial model was trained on pancreas treatment plans, then retuned and applied to a smaller set of data points on adrenal cancers. The output of the model generates a fluence map for specific IMRT beam-based treatments for adrenal cancers.
• According to the researchers, this approach is meant to supplement but not replace human expertise in the field and is reliant on human expertise to finetune and improve the AI model.

Japan's NTT, the fourth largest telecommunications company in the world, recently announced the formation of a cooperative organization of Japanese firms designed to promote Japan's technical position in quantum technologies and to help Japan complete globally with US and Chinese rivals in both quantum computing and quantum communications. The inaugural meeting of the group, held in late May 2021, was attended by 11 Japanese companies, including leading IT suppliers Fujitsu, Hitachi, NEC, and Toshiba as well as industrial partners including Toyota Motor, Mitsubishi Chemical, and the Mizuho Financial Group. More than 50 companies are ultimately expected to join the group.