COVID-19 Data Discovery
from Clinical Records
COVID-19 Data Discovery
from Clinical Records
DISCLAIMER: Users of the COVID-19 Data Discovery from Clinical Records website understand and agree that while the data produced and processed on this Site is believed to be reliable, no warranty expressed or implied is made regarding accuracy, adequacy, completeness, legality, reliability or usefulness of any information. The data on this site are not intended for use in research, clinical care or policy making. This disclaimer applies to both isolated and aggregate uses of the information. The data is provided on an "AS IS" basis. All warranties of any kind, express or implied, including but not limited to the IMPLIED WARRANTIES OF MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE, freedom from contamination by computer viruses and non-infringement of proprietary rights ARE DISCLAIMED. Changes may be periodically made to the information available on this Site; these changes may or may not be incorporated in any new version of the Site and may or may not result in inconsistencies with data produced previously on the Site. Data can also quickly become out-of-date. It is recommended that each user pay careful attention to the data associated with a query or answer available on the Site and that the user not rely on or recommend that anyone else rely on this Site or data available on this Site in connection with actual patient care or treatment.
As part of your access of this Site and the information contained on the Site, you agree that the University of California at San Diego as the creator and/or host of the Site or any of the partners identified on the Site shall not be liable for any use by you of the information described and/or contained herein and assume no responsibility for anyone's use of the information. In no event is UCSD or any other individuals or entities contributing to this Site liable for any direct, indirect, incidental, special, exemplary, or consequential damages (including, but not limited to: procurement of substitute goods or services; loss of use, data, research, clinical decisions, or profits; or business interruption) however caused or on any theory of liability, whether in contract, strict liability, tort (including negligence or otherwise), or any other theory arising in any way out of the use of this system, even if advised of the possibility of such damage. This disclaimer of liability applies to any damages or injury, whether based on alleged breach of contract, tortious behavior, negligence or any other cause of action, including but not limited to damages or injuries caused by any failure of performance, error, omission, interruption, deletion, defect, delay in operation or transmission, computer virus, communication line failure, and/or theft, destruction or unauthorized access to, alteration of, or use of any record. Any disputes that may result from, or involve, your use of this Site shall be governed by California law, and the exclusive jurisdiction and venue for any and all actions arising out of your use of the Site must be in a court of competent jurisdiction within the County of San Diego. If the user finds any errors or omissions, we encourage the user to use the form in this page to Contact Us.
As part of your access of this Site and the information contained on the Site, you agree that the University of California at San Diego as the creator and/or host of the Site or any of the partners identified on the Site shall not be liable for any use by you of the information described and/or contained herein and assume no responsibility for anyone's use of the information. In no event is UCSD or any other individuals or entities contributing to this Site liable for any direct, indirect, incidental, special, exemplary, or consequential damages (including, but not limited to: procurement of substitute goods or services; loss of use, data, research, clinical decisions, or profits; or business interruption) however caused or on any theory of liability, whether in contract, strict liability, tort (including negligence or otherwise), or any other theory arising in any way out of the use of this system, even if advised of the possibility of such damage. This disclaimer of liability applies to any damages or injury, whether based on alleged breach of contract, tortious behavior, negligence or any other cause of action, including but not limited to damages or injuries caused by any failure of performance, error, omission, interruption, deletion, defect, delay in operation or transmission, computer virus, communication line failure, and/or theft, destruction or unauthorized access to, alteration of, or use of any record. Any disputes that may result from, or involve, your use of this Site shall be governed by California law, and the exclusive jurisdiction and venue for any and all actions arising out of your use of the Site must be in a court of competent jurisdiction within the County of San Diego. If the user finds any errors or omissions, we encourage the user to use the form in this page to Contact Us.
Our Goals
Welcome to COVID-19 Data Discovery from Clinical Records - your resource for questions and answers about COVID-19, funded by the Gordon and Betty Moore Foundation!
We use electronic health record (EHR) data from 12 leading medical centers to answer simple and complex clinical questions related to COVID-19.
Because we consult multiple centers, we have a relatively large number of COVID-19 cases to discover patterns while maintaining patient and institutional privacy. In this project, EHR data never leaves the medical centers, only aggregate statistics are exchanged.
Our Members

Lucila Ohno-Machado, MD, PhD

Lucila Ohno-Machado, MD, PhD

Katherine Kim, PhD

Katherine Kim, PhD

Kai Zheng, PhD

Kai Zheng, PhD

Hua Xu, PhD

Hua Xu, PhD

Daniella Meeker, PhD
Jason Doctor, PhD
Jason Doctor, PhD

Daniella Meeker, PhD
Jason Doctor, PhD
Jason Doctor, PhD

Michael Aratow, MD

Michael Aratow, MD

Lisa Schilling, MD, MSPH

Lisa Schilling, MD, MSPH

Ludwig Christian Hinske, MD, SM
Larissa Neumann, MD
Larissa Neumann, MD

Ludwig Christian Hinske, MD, SM
Larissa Neumann, MD
Larissa Neumann, MD

Spencer SooHoo, PhD

Spencer SooHoo, PhD

Mark Pletcher, MD

Mark Pletcher, MD

Doug Bell, MD, PhD

Doug Bell, MD, PhD

Michael Matheny, MD

Michael Matheny, MD
Project Lead: Jihoon Kim, MS
Technical Lead: Paulina Paul, MS
Analytics Lead: Michele Day, PhD
Clinical Leads: Rob El-Kareh, MD, MPH, Jejo Koola, MD, MS, Larissa Neumann, MD, Lisa Schilling, MD, MSPH