Multi-Modal CLIP-Informed Protein Editing

no code implementations • 27 Jul 2024 • Mingze Yin, Hanjing Zhou, Yiheng Zhu, Miao Lin, Yixuan Wu, Jialu Wu, Hongxia Xu, Chang-Yu Hsieh, Tingjun Hou, Jintai Chen, Jian Wu

Proteins govern most biological functions essential for life, but achieving controllable protein discovery and optimization remains challenging.

Attribute Contrastive Learning

TrialBench: Multi-Modal Artificial Intelligence-Ready Clinical Trial Datasets

1 code implementation • 30 Jun 2024 • Jintai Chen, Yaojun Hu, Yue Wang, Yingzhou Lu, Xu Cao, Miao Lin, Hongxia Xu, Jian Wu, Cao Xiao, Jimeng Sun, Lucas Glass, Kexin Huang, Marinka Zitnik, Tianfan Fu

Clinical trials are pivotal for developing new medical treatments, yet they typically pose some risks such as patient mortality, adverse events, and enrollment failure that waste immense efforts spanning over a decade.