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UID:pretalx-juliacon-2026-VZUPJA@pretalx.com
DTSTART;TZID=CET:20260812T143000
DTEND;TZID=CET:20260812T150000
DESCRIPTION:Heart rate time signals are one of the most readily available a
 nd cost effective biosignals for the study of human behavior. Their availa
 bility and ease of use make them ideal for open science. Many programming 
 languages provide libraries that enable the manipulation of the time serie
 s generated by measuring the time in milliseconds between each heart beat:
  the Inter-Beat-Interval (IBI). However advanced functionality is only pro
 vided by private software\, and many of opensource libraries seem to be de
 signed as simple feature extraction libraries\, and many have fallen into 
 disuse. In this work we present the HeartRateLab: a new\, powerful\, and c
 omplete computational framework\, written in julia\, for the processing\, 
 analysis\, modeling\, and evaluation of human heart IBIs. The Julia langua
 ge enables the ideal environment for explicit scientific management of ope
 rational\, data-driven definitions of features used to define heart rate v
 ariability\, and their physiological statistical relevance in several diff
 erent domains.\nWith the use of Julia's rich and interconnected scientific
  modeling environment\, and the open scientific community\, the HeartRateL
 ab enables the most complete set of processing functions for IBI timeserie
 s. Complete sets of features can be extracted from entire recordings\, or 
 using resampling or rolling window approaches with the overpowered capabil
 ities of the language. Using Julia's DifferentialEquations.jl\, Turing.jl\
 , and other scientific libraries\, the HeartRateLab provides the tools for
  modeling complex systems\, including data-driven models for parameter rec
 overy.\nThe HeartRateLab showcases the stable complexity management enviro
 nment that the Julia language and its community provide for scientific pro
 gramming\, while demonstrating intricate\, applicable\, but also very simp
 le and embodied principles about the rhythms to which our hearts beat.
DTSTAMP:20260710T083443Z
LOCATION:Muschel — N1
SUMMARY:The HeartRateLab.jl: a toolkit for heart beats time series - Albert
 o
URL:https://pretalx.com/juliacon-2026/talk/VZUPJA/
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