BEGIN:VCALENDAR
VERSION:2.0
PRODID:-//pretalx//pretalx.com//juliacon-2026//speaker//CWNJWS
BEGIN:VTIMEZONE
TZID:CET
BEGIN:STANDARD
DTSTART:20001029T040000
RRULE:FREQ=YEARLY;BYDAY=-1SU;BYMONTH=10
TZNAME:CET
TZOFFSETFROM:+0200
TZOFFSETTO:+0100
END:STANDARD
BEGIN:DAYLIGHT
DTSTART:20000326T030000
RRULE:FREQ=YEARLY;BYDAY=-1SU;BYMONTH=3
TZNAME:CEST
TZOFFSETFROM:+0100
TZOFFSETTO:+0200
END:DAYLIGHT
END:VTIMEZONE
BEGIN:VEVENT
UID:pretalx-juliacon-2026-CCVYAA@pretalx.com
DTSTART;TZID=CET:20260814T151500
DTEND;TZID=CET:20260814T153000
DESCRIPTION:juTarget is a browser based Linux application for M. tuberculos
 is tNGS data analysis that applies a hybrid ML method for predicting drug 
 resistance. Industry standard toolkit has been used to identify the varian
 ts compared against the WHO catalogue. Furthermore\, the resistance profil
 e for novel variants is predicted by Random Forest using a feature set of 
 30 biophysical properties of amino acids. Molecular Drug Susceptibility Re
 port is generated which can be used as a clinical decision-making tool.
DTSTAMP:20260502T120413Z
LOCATION:Room 2
SUMMARY:juTarget: A Julia-powered Pipeline built with a Hybrid Machine Lear
 ning method for M. tuberculosis Drug Resistance Prediction - Dr Benedict C
 hristopher Paul
URL:https://pretalx.com/juliacon-2026/talk/CCVYAA/
END:VEVENT
END:VCALENDAR