MambaCapsule: Towards Transparent Cardiac Disease Diagnosis with Electrocardiography Using Mamba Capsule Network

no code implementations • 30 Jul 2024 • Yinlong Xu, Xiaoqiang Liu, Zitai Kong, Yixuan Wu, Yue Wang, Yingzhou Lu, Honghao Gao, Jian Wu, Hongxia Xu

Cardiac arrhythmia, a condition characterized by irregular heartbeats, often serves as an early indication of various heart ailments.

Generative AI for Controllable Protein Sequence Design: A Survey

no code implementations • 16 Feb 2024 • Yiheng Zhu, Zitai Kong, Jialu Wu, Weize Liu, Yuqiang Han, Mingze Yin, Hongxia Xu, Chang-Yu Hsieh, Tingjun Hou

To set the stage, we first outline the foundational tasks in protein sequence design in terms of the constraints involved and present key generative models and optimization algorithms.

Drug Discovery Protein Design