6 citations · 8 across the 4 of their papers we have counts for
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stat.AP2019★ 1 cited
Comparing sleep studies in terms of the Apnea-Hypopnea Index using dedicated Shiny web application
Marcel Młyńczak, Tulio A. Valdez, Wojciech Kukwa
The Apnea-Hypopnea Index (AHI) is one of the most-used parameters from the sleep study that allows assessing both the severity of obstructive sleep apnea and the reliability of new…
stat.AP2019★ 6 cited
Temporal orders and causal vector for physiological data analysis
Marcel Młyńczak
In addition to the global parameter- and time-series-based approaches, physiological analyses should constitute a local temporal one, particularly when analyzing data within protoc…
stat.AP2018★ 1 cited
Data-driven causal path discovery without prior knowledge - a benchmark study
Marcel Młyńczak
Causal discovery broadens the inference possibilities, as correlation does not inform about the relationship direction. The common approaches were proposed for cases in which prior…