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20132022
most citedThe Relationship between Major Depression Symptom Severity and Sleep Collected Using a Wristband Wearable Device: Multi-centre Longitudinal Observational Study

123 citations

Showing stat.APShow all

5 papers · 1 filter

stat.AP2022★ 7 cited

Designing an exploratory phase 2b platform trial in NASH with correlated, co-primary binary endpoints

Elias Laurin Meyer, Peter Mesenbrink, Nicholas A. Di Prospero +5

Non-alcoholic steatohepatitis (NASH) is the progressive form of nonalcoholic fatty liver disease (NAFLD) and a disease with high unmet medical need. Platform trials provide great b…

stat.AP2020★ 123 cited

The Relationship between Major Depression Symptom Severity and Sleep Collected Using a Wristband Wearable Device: Multi-centre Longitudinal Observational Study

Yuezhou Zhang, Amos A Folarin, Shaoxiong Sun +19

Research in mental health has implicated sleep pathologies with depression. However, the gold standard for sleep assessment, polysomnography, is not suitable for long-term, continu…

stat.AP2020★ 20 cited

Logistic regression models for patient-level prediction based on massive observational data: Do we need all data?

Luis H. John, Jan A. Kors, Jenna M. Reps +2

Objective: Provide guidance on sample size considerations for developing predictive models by empirically establishing the adequate sample size, which balances the competing object…

stat.AP2018★ 4 cited

A systematic approach to improving the reliability and scale of evidence from health care data

Martijn J. Schuemie, Patrick B. Ryan, George Hripcsak +2

Concerns over reproducibility in science extend to research using existing healthcare data; many observational studies investigating the same topic produce conflicting results, eve…

stat.AP2013★ 33 cited

Incorporating external information in analyses of clinical trials with binary outcomes

Minge Xie, Regina Y. Liu, C. V. Damaraju +1

External information, such as prior information or expert opinions, can play an important role in the design, analysis and interpretation of clinical trials. However, little attent…