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On Quantitative Evaluations of Counterfactuals
As counterfactual examples become increasingly popular for explaining decisions of deep learning models, it is essential to understand what properties quantitative evaluation metrics do capture and equally important what they do not capture. Currently, such understanding is lacking, potentially slowing down scientific progress.
Frederik Hvilshøj +2 more
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Objectives Research has indicated proxies overestimate symptoms on patients’ behalves, however it is unclear whether patients and proxies agree on meaningful change across domains over time.
Brittany R. Lapin +3 more
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A Quantitative Evaluation of SAGE [PDF]
Serial Analysis of Gene Expression (SAGE) is an innovative technique that offers the potential of cataloging both the identity and relative frequencies of mRNA transcripts in a given poly(A+) RNA preparation. Although it is a very effective approach for determining the expression of mRNA populations, there are significant biases in the observed results
J, Stollberg +3 more
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On September 30 and October 1, 2021, the US Food and Drug Administration (FDA) and the Center for Research on Complex Generics cosponsored a live virtual workshop titled “Regulatory Utility of Mechanistic Modeling to Support Alternative Bioequivalence ...
Andrew Babiskin +12 more
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The coronavirus disease 2019 (COVID‐19) has presented unprecedented challenges to the generic drug development, including interruptions in bioequivalence (BE) studies.
Yuqing Gong +12 more
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Establishing bioequivalence (BE) for dermatological drug products by conducting comparative clinical end point studies can be costly and the studies may not be sufficiently sensitive to detect certain formulation differences.
Eleftheria Tsakalozou +2 more
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Evaluation of model‐based bioequivalence approach for single sample pharmacokinetic studies
In a traditional pharmacokinetic (PK) bioequivalence (BE) study, a two‐way crossover study is conducted, PK parameters (namely the area under the time‐concentration curve [AUC] and the maximal concentration [Cmax]) are obtained by noncompartmental ...
Coralie Tardivon +10 more
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Quantitative Evaluation of Drusen on Photographs [PDF]
Visualizing and tracking drusen is important in managing age-related macular degeneration (AMD). Color fundus photography (CFP) is common in clinical practice, and but quantitative evaluation of drusen in CFPs is difficult because of the varying background of macula, retinal pigment epithelium (RPE), and choroid.1 Spectral-domain optical coherence ...
Daniel L, Rubin +5 more
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Deletion statistic accuracy in confirmatory factor models
Social science researchers now routinely use confirmatory factor models in scale development and validation studies. Methodologists have known for some time that the results of fitting a confirmatory factor model can be unduly influenced by one or a few ...
Jennifer Koran, Fathima Jaffari
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Quantitative Evaluation of BFT Protocols [PDF]
Byzantine Fault Tolerant (BFT) protocols aim to improve the reliability of distributed systems. They enable systems to tolerate arbitrary failures in a bounded number of nodes. BFT protocols are usually proven correct for certain safety and liveness properties.
Raluca Halalai +2 more
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