Clinical Pathway Management
Auto-categorization engine · 412 active patients across 4 pathways
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Auto-Categorization Engine

Pathways are assigned automatically

Each patient is placed into a clinical pathway from their assessment score, BMI, comorbidities and procedure eligibility. Physicians confirm or override every recommendation.

98% auto-matched Model v2.4 · rules + score
NF
Noura Al-Fahad
BMI 41.9 · Class III · T2DM
Bariatric Surgery 94% confidence
Diet Program
148
+9 this month
Medical · GLP-1
132
+14 this month
Gastric Balloon
78
+5 this month
Bariatric Surgery
54
+3 this month

Diet Program

Pathway A · Lifestyle
148
patients
1
Nutrition consultation
2
Dietitian follow-up
3
Meal planning
4
Progress monitoring

Medical Weight Loss

Pathway B · GLP-1 & therapies
132
patients
1
GLP-1 & therapies
2
Side-effect monitoring
3
Compliance tracking
4
Lab follow-up

Gastric Balloon

Pathway C · Endoscopic
78
patients
1
Pre-procedure assessment
2
Procedure scheduling
3
Post-procedure monitoring
4
Complication alerts
5
Follow-up milestones

Bariatric Surgery

Pathway D · Surgical
54
patients
1
Surgical eligibility
2
Multidisciplinary evaluation
3
Pre-op preparation
4
Post-op nutrition phases
5
Long-term follow-up

Patients Awaiting Assignment

Assessment complete · AI recommendation ready for physician confirmation
5 pending
Patient BMI Key comorbidity Assessment AI-recommended pathway Action
NF
Noura Al-FahadMRN 40312 · 38 yrs · F
 41.9 Class III Type 2 Diabetes Completed Bariatric Surgery · 94%
KM
Khalid Al-MarriMRN 40822 · 38 yrs · M
 36.4 Class II Hypertension Completed Medical · GLP-1 · 88%
MS
Maryam Al-SabahMRN 40829 · 34 yrs · F
 32.1 Class I Dyslipidemia Completed Diet Program · 91%
YH
Yousef Al-HajriMRN 40834 · 41 yrs · M
 38.7 Class II Sleep apnea (OSA) Review needed Gastric Balloon · 76%
FA
Fatima Al-OtaibiMRN 40841 · 52 yrs · F
 43.5 Class III T2DM + Hypertension Completed Bariatric Surgery · 96%