National University of Singapore

A Fast Learning Algorithm for Deep Belief Nets

We show how to use “complementary priors” to eliminate the explaining-away effects that make inference difficult in densely connected belief nets that have many hidden layers. U...

Immediate Psychological Responses and Associated Factors during the Initial Stage of the 2019 Coronavirus Disease (COVID-19) Epidemic among the General Population in China

Background: The 2019 coronavirus disease (COVID-19) epidemic is a public health emergency of international concern and poses a challenge to psychological resilience. Research da...

Epithelial-Mesenchymal Transitions in Development and Disease

The chemistry of two-dimensional layered transition metal dichalcogenide nanosheets

Harris hawks optimization: Algorithm and applications

European Position Paper on Rhinosinusitis and Nasal Polyps 2020

The European Position Paper on Rhinosinusitis and Nasal Polyps 2020 is the update of similar evidence based position papers published in 2005 and 2007 and 2012. The core objecti...

Impact of COVID-19 pandemic on mental health in the general population: A systematic review

As a major virus outbreak in the 21st century, the Coronavirus disease 2019 (COVID-19) pandemic has led to unprecedented hazards to mental health globally. While psychological s...

Maftools: efficient and comprehensive analysis of somatic variants in cancer

Numerous large-scale genomic studies of matched tumor-normal samples have established the somatic landscapes of most cancer types. However, the downstream analysis of data from ...

Coordinate Attention for Efficient Mobile Network Design

Recent studies on mobile network design have demonstrated the remarkable effectiveness of channel attention (e.g., the Squeeze-and-Excitation attention) for lifting model perfor...

The origin, transmission and clinical therapies on coronavirus disease 2019 (COVID-19) outbreak – an update on the status