Yizhou Liu completed his BSc degree in Plant Science and technology in 2022 at HENU. After that, he continued his master programme of bioinformatic and systems biology at Vrije University. Yizhou Liu started his MSc thesis at BIGR in September 2023, under the supervision of Dr. ir. Stefan Klein and Dr. ir. Martijn P. A. Starmans. His project aims to predict Histopathological Growth Pattern(HGP) of colorectal liver metastasis via deep learning.