https://iraksignal.com/index.p....hp/thought-declares-
Beyond a simple linear sequence of amino acids, proteins are characterized by their multifaceted nature. A novel multimodal deep learning framework for the integration of 1 million protein sequences, structures, and functional annotations (MASSA) is described. Five pretraining objectives within a multitask learning process are employed to derive a detailed protein-domain feature. State-of-the-art performance is achieved by pre-trained multimodal p