no code implementations • 22 Sep 2023 • Deepa Balraj, Ayin Vala, Shiying Hao, Melanie Philofsky, Anna Tsvetkova, Elena Trach, Shravani Priya Narra, Oleg Zhuk, Mary Shamkhorskaya, Jim Singer, Joseph Mesterhazy, Somalee Datta, Isabella Chu, David Rehkopf
This manuscript is a research resource description and presents a large and novel Electronic Health Records (EHR) data resource, American Family Cohort (AFC).
no code implementations • 2 Nov 2022 • Alvaro Andres Alvarez Peralta, Priya Desai, Somalee Datta
Electronic Health Record (EHR) data and NTIS LADMF are heavily used resources at other medical centers and we expect that the methods and learnings presented here will be valuable to others.
no code implementations • 16 Sep 2021 • Tina Seto, Lillian Sung, Jose Posada, Priyamvada Desai, Susan Weber, Somalee Datta
Flowsheet data presents unique challenges and opportunities for integration into standardized Common Data Models (CDMs) such as the Observational Medical Outcomes Partnership (OMOP) CDM from the Observational Health Data Sciences and Informatics (OHDSI) program.
no code implementations • 7 Jun 2021 • Sanjay Malunjkar, Susan Weber, Somalee Datta
We have developed a highly scalable solution that: a) siphons off patient vital data on a nightly basis from on-premises bio-medical systems to a cloud storage location as a permanent archive, b) reconstructs the database in the cloud, c) generates waveforms, alarms and numeric data in a research-ready format, and d) uploads the processed data to a storage location in the cloud ready for research.
1 code implementation • 17 Mar 2020 • Somalee Datta, Jose Posada, Garrick Olson, Wencheng Li, Ciaran O'Reilly, Deepa Balraj, Joseph Mesterhazy, Joseph Pallas, Priyamvada Desai, Nigam Shah
The ecosystem is designed to bring the modern data science community to highly sensitive clinical data in a secure and collaborative big data analytics environment with a goal to enable bigger, better and faster science.