"Artificial Intelligence" Science-Research, January 2022, Week 3 -- summary from Europe PMC

Background Liver is one of the most typical metastatic sites of colon cancer cells and liver metastasis determines subsequent therapy along with prognosis of patients, particularly in T1 patients. There is still no effective model to predict the danger of LM in T1 CRC patients. Objectives Chest radiographs are commonly performed in emergency units, yet the interpretation calls for radiology experience. Presently, top quality English-Chinese parallel corpus is presently in a phase of shortage. After that, the multilingual dictionary summed up by the translation model is combined with the language model, unsupervised translation model is initialized, unsupervised English-Chinese neural machine translation model is optimized with the back translation technique.