Oksana Gologorskaya
Mgr Rsch Data Strategy User Ex
Info Tech Services
Chancellor/EVC/FAS
I am a research technology product manager at Clinical and Translational Science Institute (CTSI) at UCSF.
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As a member of the Research Technology and Informatics Innovations team at CTSI, I work with research teams, research administrators, program managers and leadership to help enable clinical research with technology. I serve as a liaison between the users and the technical teams to ensure the research needs are understood and met in the best and most user-friendly way possible. Our team supports CTSI mission of building research infrastructure so building solutions that are generalizable and reusable is our team's priority. I also have a more technical role where I help design and test clinical data integration and data management solutions. I have been working on developing UCSF community of practice for Natural Language Processing.
And most recently, I have joined Bakar Institute's UCSF Information Commons team to help build close connection with the IC users - researchers, data scientists, informatics specialists - to deeply understand their needs and priorities and let this understanding shape the Information Commons roadmap.
My previous experience includes developing and designing systems and applications in various domains, related to health, IT, banking, digital marketing and enterprise software.
Awards
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- Larry L. Sautter Golden Award for Innovation in Information Technology (Open Proposals), University of California, 2016
- School of Medicine Great People Team Award (with Research Technology Team), UCSF, 2016
- Larry L. Sautter Golden Award for Innovation in Information Technology, University of California, 2013
Interests
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- Deep Learning
- Product management - systems and applications for healthcare and medical research
- data products
- User experience design
- Machine Learning
- Data Science
- Data analysis and visualizations
- User centered interaction design
- Information design and architecture
- Business Analysis - translating business users' needs to technical requirements and system designs
- Data Management for Clinical Research
- Natural Language Processing
- NLP
- Systems integration
Websites
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- SlideShare (slideshare.net)
- My LinkedIn Profile (linkedin.com)
- Clinical and Translational Science Institute (ctsi.ucsf.edu)
Publications (12)
Top publication keywords:
Critical IllnessInventionsIntensive Care UnitsAlgorithmsLiver DiseasesNatural Language ProcessingElectronic Health RecordsCrowdsourcingMachine LearningBiasSearch EngineNeoplasmsSan FranciscoLung Diseases, InterstitialInformation Storage and Retrieval
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Evaluating the positive predictive value of code-based identification of cirrhosis and its complications utilizing GPT-4.
Hepatology (Baltimore, Md.) 2024 Far A, Bastani A, Lee A, Gologorskaya O, Huang CY, Pletcher MJ, Lai JC, Ge J -
"My Mom Is a Fighter": A Qualitative Analysis of the Use of Combat Metaphors in ICU Clinician Notes.
Chest 2024 Kim S, Mills H, Brender T, McGowan S, Widera E, Chapman AC, Harrison KL, Lee S, Smith AK, Bamman D, Gologorskaya O, Cobert J -
Reply: Refining retrieval and chunking strategies for enhanced clinical reliability of large language models in liver disease.
Hepatology (Baltimore, Md.) 2024 Ge J, Sun S, Owens J, Galvez V, Gologorskaya O, Lai JC, Pletcher MJ, Lai K -
Development of a liver disease-specific large language model chat interface using retrieval-augmented generation.
Hepatology (Baltimore, Md.) 2024 Ge J, Sun S, Owens J, Galvez V, Gologorskaya O, Lai JC, Pletcher MJ, Lai K -
Measuring Implicit Bias in ICU Notes Using Word-Embedding Neural Network Models.
Chest 2024 Cobert J, Mills H, Lee A, Gologorskaya O, Espejo E, Jeon SY, Boscardin WJ, Heintz TA, Kennedy CJ, Ashana DC, Chapman AC, Raghunathan K, Smith AK, Lee SJ
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Development of a Liver Disease-Specific Large Language Model Chat Interface using Retrieval Augmented Generation.
medRxiv : the preprint server for health sciences 2023 Ge J, Sun S, Owens J, Galvez V, Gologorskaya O, Lai JC, Pletcher MJ, Lai K -
Negativity and Positivity in the ICU: Exploratory Development of Automated Sentiment Capture in the Electronic Health Record.
Critical care explorations 2023 Kennedy CJ, Chiu C, Chapman AC, Gologorskaya O, Farhan H, Han M, Hodgson M, Lazzareschi D, Ashana D, Lee S, Smith AK, Espejo E, Boscardin J, Pirracchio R, Cobert J -
Machine-Learning Algorithm to Improve Cohort Identification in Interstitial Lung Disease.
American journal of respiratory and critical care medicine 2023 Farrand E, Gologorskaya O, Mills H, Radhakrishnan L, Collard HR, Butte AJ -
American Journal of Respiratory and Critical Care Medicine
Secondary Use of Electronic Health Records for Building Large, Real-World ILD Cohorts 2021 E. D. Farrand O. Gologorskaya H. Mills L. Radhakrishnan H. R. Collard A. Butte -
Electronic Medical Record Search Engine (EMERSE): An Information Retrieval Tool for Supporting Cancer Research.
JCO clinical cancer informatics 2020 Hanauer DA, Barnholtz-Sloan JS, Beno MF, Del Fiol G, Durbin EB, Gologorskaya O, Harris D, Harnett B, Kawamoto K, May B, Meeks E, Pfaff E, Weiss J, Zheng K -
Open Proposals: A Pre-Competitive Interactive Space for the Research Community
2014 Oksana Gologorskaya, MS, Mini Kahlon, PhD, Leslie Yuan, MPH, Rachael Sak, RN, MPH, Cynthia Piontkowski, Lisa Schoonerman, Courtney McFall, Clinical & Translational Science Institute, University of California, San Francisco, San Francisco, CA, USA -
Crowdsourcing the CTSA innovation mission.
Clinical and translational science 2014 Kahlon M, Yuan L, Gologorskaya O, Johnston SC