Xiao F.

Xiao F. Email and Phone Number

Data Scientist at National Institutes of Health (NIH), Office of the Director (OD) @ The National Institutes of Health
bethesda, maryland, united states
Xiao F.'s Location
Bethesda, Maryland, United States, United States
About Xiao F.

Xiao Fu is currently a Data Scientist at the NIH, Office of the Director (OD), Division of Statistical Analysis and Reporting (DSAR). Previously, she was an ORISE Postdoc Fellow at the CDRH, FDA for three years, where her expertise in biostatistics and Real-World Data (RWD) analysis has come to the fore. Her work primarily involves leveraging her statistical prowess and Machine Learning techniques to comprehensively assess and ensure the safety of implantable/insertable medical devices. Xiao's hands-on experience with RWD has been instrumental in identifying and evaluating adverse outcomes, directly contributing to the enhancement of patient safety and medical device innovation. Prior to her time at the FDA, Xiao honed her skills in biomedical research at the NIBIB, NIH, specifically in biophysics, biomechanics, and biomaterials. Focused on the intersection of biostatistics and biomedical engineering, Xiao Fu is a driven scientist contributing significantly to the progress in medical device safety and development.

Xiao F.'s Current Company Details
The National Institutes of Health

The National Institutes Of Health

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Data Scientist at National Institutes of Health (NIH), Office of the Director (OD)
bethesda, maryland, united states
Website:
nih.gov
Employees:
22764
Xiao F. Work Experience Details
  • The National Institutes Of Health
    Data Scientist
    The National Institutes Of Health Nov 2023 - Present
    Bethesda, Maryland, United States
  • Fda
    Orise Fellow
    Fda Nov 2020 - Nov 2023
    美国
    • Led and managed complex Real-World Data (RWD) analysis, involving a dataset of over 27,000 unique patient records.• Utilized a diverse range of analytical approaches, including machine learning techniques, network analysis, and statistical methods such as chi-square tests, odds ratios, multivariate logistic regression, survival analysis, LASSO regression, and ANOVA, to investigate intra-cohort differences related to patients' pre-implantation risk factors and post-implantation complications.• Employed various statistical and inference techniques to gain valuable insights from the data, focusing on understanding the relationship between patient factors, particularly diagnoses, through the use of heatmaps and bi-plots.• Demonstrated expertise in handling databases like Global Unique Device Identification Database (GUDID), 510(k) Premarket Submission, Premarket Approval (PMA), and Healthcare Cost and Utilization Project (HCUP).• Designed and implemented data mining algorithms proficiently, enabling the effective extraction of alloy/metal information from the FDA database using fuzzy matching techniques.• Skillfully applied medical coding systems (ICD-10-CM/PCS, CPT, HCPCS) for comprehensive data analysis and research purposes.• Successfully fostered seamless collaboration with interdisciplinary teams, effectively communicating technical concepts and research findings to non-technical audiences, ensuring a thorough understanding across different stakeholder groups.
  • The National Institutes Of Health
    Special Volunteer (Cssa Joint Phd Student)
    The National Institutes Of Health Dec 2014 - Dec 2018
    Bethesda, Md
    Active in a diverse set of research fields including subcellular trafficking and cellular dynamics, biomechanics, multifunctional cancer theragnostic, nanomedicine, and biomaterials.

Xiao F. Education Details

Frequently Asked Questions about Xiao F.

What company does Xiao F. work for?

Xiao F. works for The National Institutes Of Health

What is Xiao F.'s role at the current company?

Xiao F.'s current role is Data Scientist at National Institutes of Health (NIH), Office of the Director (OD).

What schools did Xiao F. attend?

Xiao F. attended 美国乔治·华盛顿大学, 北京理工大学.

Who are Xiao F.'s colleagues?

Xiao F.'s colleagues are Roberta (Nih/niddk) Goodman, Elliott D., Mia Pulley, Joanna K., Stanislav (Nih/nei) Tomarev, Yetunde Olagbaju, Vidita C..

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