๐ฅ Khalyx + UEDP โ Clinical Decision Support
Khalyx for Early Warning ยท UEDP for Mechanism Discovery
Khalyx
NEWS2 ยท Early Warning System
๐ WHAT IT DOES
Risk Stratification
Escalation Protocol
Vitals Monitoring
NEWS2 score from 7 vitals โ tells you how sick and when to escalate.
๐ฌ PARAMETERS
RRSpOโOโ Supplement
SBPHRAVPUTemp
โ
INCLUDES
โ NEWS2 Score (0โ20+)
โ Risk Band + Escalation Protocol
โ DOES NOT INCLUDE
โ Lab biomarkers (CRP, WBC)
โ Coupling detection
๐ EXAMPLE
24
RR
92%
SpOโ
155
SBP
110
HR
A
AVPU
38.5ยฐ
Temp
NEWS2 = 7 ยท HIGH RISK
๐จ Urgent review โ consider critical care
UEDP Advanced
Coupling Detection ยท Attractor Discovery
๐งฌ WHAT IT DOES
Coupling Detection
Attractor Clusters
Kernel Classification
Detects which parameters move together as ONE process vs independent findings.
๐ฌ PARAMETERS
CRPWBCProcalcitonin
CreatinineLactateHb
ALT/ASTCustom scores+ ANY numeric
โ
INCLUDES
โ Any lab / custom parameter
โ Coupling โ which move together
โ Attractor clusters โ one process vs many
โ Irreducible kernel โ MOST load-bearing
โ Fragility Index โ which to normalise first
โ DOES NOT INCLUDE
โ NEWS2 scoring (use Khalyx)
๐งช EXAMPLE (Same Patient)
CRP:12WBC:13PCT:2.1
Creatinine:0.8Lactate:3.2
๐ Attractor Cluster โ Inflammatory Coupling
CRP + WBC + PCT โ Coupling: 0.82 ยท Co-elevated
โก Irreducible Kernel: CRP (ฮฮฉ = 0.47)
๐ง Creatinine NOT coupled โ kidneys uninvolved
๐จโโ๏ธ Clinical Decision Matrix โ When to use which tool
๐ฉบ Use Khalyx When:
- You need NEWS2 score
- Patient has vitals only
- Routine ward monitoring
๐งฌ Use UEDP When:
- You have lab biomarkers
- Need to know if coupled
- Complex / multi-system disease
โก Use BOTH When:
- Suspected sepsis
- Need severity + mechanism
- ICU step-down / HDU