PWM2Vec: An Efficient Embedding Approach for Viral Host Specification from Coronavirus Spike Sequences

no code implementations • 6 Jan 2022 • Sarwan Ali, Babatunde Bello, Prakash Chourasia, Ria Thazhe Punathil, Yijing Zhou, Murray Patterson

In coronaviruses, the surface (S) protein, or spike protein, is an important part of determining host specificity since it is the point of contact between the virus and the host cell membrane.

Open-Ended Question Answering Specificity

Efficient Analysis of COVID-19 Clinical Data using Machine Learning Models

no code implementations • 18 Oct 2021 • Sarwan Ali, Yijing Zhou, Murray Patterson

Applying machine learning based algorithms to this big data is a natural approach to take to this aim, since they can quickly scale to such data, and extract the relevant information in the presence of variety and different levels of veracity.

BIG-bench Machine Learning feature selection