Our Projects

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i-RadioDiagno: Human-centered AI Medical Imaging Diagnosis Tool

The shortage of radiologists and the burnout of physicians create an urgent demand for immediate solutions. In this project, we will build the open-source human-centered medical imaging diagnosis tool (called i-RadioDiagno) which adds the prior knowledge of radiologists (e.g., radionics) into the deep learning algorithms to enable automatic or semi-automatic generation of diagnosis notes based…

Bio-entities

COVID-19 Portal: Integrating Literature, Clinical Trials, and Knowledge Graphs

COVID-19 portal is about researchers, universities, and bio entities related to COVID-19 which is based on CORD19 database. In this portal, you will know who is working on which biological entities relate to COVID-19, and the institutional profile on research related to COVID-19 (researchers, papers, and biological entities).      2) the profile of a bio…

PubMed

PubMed Knowledge Graph

We are building the high-quality PubMed Knowledge Graph by extracting biological entities using BioBERT and disambiguating millions of authors. It is published at Scientific Data.    PubMed® is an essential resource for the medical domain, but useful concepts are either difficult to extract or are ambiguous, which has significantly hindered knowledge discovery.    To address this issue, we constructed…

Covid-19

Gender, Socioeconomic, and Racial Disparities in Medical Treatments for COVID-19 Patients

A project aims to investigate socioeconomic and racial disparities in healthcare services during the global COVID-19 pandemic. Funded by Gates Foundation.     A variety of social inequities across domains have emerged apparently and rapidly during the global COVID-19 pandemic, which generate major public health threats to the most vulnerable communities and underrepresented groups. Thus, the objective…