Opportunities and Challenges in Use of the Language Models for Post Market Surveillance of Products

A PRocess guide for INferential Studies Using Healthcare Data from Routine Clinical Practice

Data Driven Automated Classification Algorithms for Health Conditions Applying PheNorm to COVID

Scalable Incident Detection via Natural Language Processing and Probabilistic Language Models

Leveraging Missing Data and Measurement Error Approaches in Propensity Score Based Analyses

Multi-Wave Validation Sampling to Improve Estimates Derived from Electronic Health Record Data

FDA Sentinel EHR v. Claims

2023 Sentinel Public Training Day l 11th April, 2023

2023 Innovation Day | 12th April, 2023

Ontology-Driven Weak Supervision: Clinical Entity Classification |Nigam H. Shah, MBBS, PhD| 2282023

Identification & mitigation of source mapping issues - StructuredEHR data|Keith Marsolo, PhD|1.23.23

Machine Learning in Distributed Data Networks like the Sentinel System|Jenna Wong, PhD, MSc|12162022

Addressing missing data:Comparative effectiveness research-EHR data| Sebastien Haneuse, PhD|09262022

An Overview of Sentinel's Publicly Available Analytics Tools

Machine Learning for High-dimensional Proxy Covariate Adjustment | Richard Wyss, PhD, MSc | 09122022

Deep Learning on EHR for Research in Pharmacoepidemiology | Janick Weberpals, RPh, PhD | 07092022

Representing & Utilizing Clinical Textual Data for Real World Studies |Hua Xu, PhD, FACMI |08302022

Sentinel Views Virtual Training

Advancing use of RWE for health technology assessment–NICE RWE framework |Seamus Kent, PhD |08112022

Sentinel AMIA panel 2021 | Rishi J. Desai, MS, PhD

Can we train ML methods to outperform the hdPS algorithm? | Ehsan Karim, PhD | 05112022

2022 Annual Sentinel Public Training Day | 29th April 2022

2022 Sentinel Innovation Day | 28th April, 2022

Data leakage due to care provided outside of the study EHR system |Joshua Lin, MD, ScD, MPH |3.28.22

Major Moments in the Development of Sentinel

Imagining FHIR as a meta-common data model for research | Emily Pfaff, PhD, MS | Feb 24, 2022

An Introduction to Negative Control & Proximal Causal Learning | Xu Shi, PhD | Jan 28, 2022

An Overview of the Sentinel Website for Health Advocates

Synthetic Data for Reproducible Clinical Research | Dr. Foraker, Dr. El Emam, Dr. Malin | 10NOV2021

The Sentinel Userbase