Publications

Tumor mutational load predicts survival after immunotherapy across multiple cancer types

Chronic inflammation in the etiology of disease across the life span

Clinical characteristics of 113 deceased patients with coronavirus disease 2019: retrospective study

Abstract Objective To delineate the clinical characteristics of patients with coronavirus disease 2019 (covid-19) who died. Design Retrospective case series. Setting Tongji Hosp...

RAxML-NG: a fast, scalable and user-friendly tool for maximum likelihood phylogenetic inference

Abstract Motivation Phylogenies are important for fundamental biological research, but also have numerous applications in biotechnology, agriculture and medicine. Finding the op...

Machine learning for molecular and materials science

Federated Learning: Challenges, Methods, and Future Directions

Federated learning involves training statistical models over remote devices or siloed data centers, such as mobile phones or hospitals, while keeping data localized. Training in...

Persistence of coronaviruses on inanimate surfaces and their inactivation with biocidal agents

A guide to deep learning in healthcare

Advances and Open Problems in Federated Learning

Federated learning (FL) is a machine learning setting where many clients (e.g. mobile devices or whole organizations) collaboratively train a model under the orchestration of a ...

Comorbidity and its impact on 1590 patients with COVID-19 in China: a nationwide analysis

Background The coronavirus disease 2019 (COVID-19) outbreak is evolving rapidly worldwide. Objective To evaluate the risk of serious adverse outcomes in patients with COVID-19 b...

Protein complex prediction with AlphaFold-Multimer

While the vast majority of well-structured single protein chains can now be predicted to high accuracy due to the recent AlphaFold [1] model, the prediction of multi-chain prote...

An Integrated TCGA Pan-Cancer Clinical Data Resource to Drive High-Quality Survival Outcome Analytics

For a decade, The Cancer Genome Atlas (TCGA) program collected clinicopathologic annotation data along with multi-platform molecular profiles of more than 11,000 human tumors ac...