SantulanAMR
Welcome Dr Annpurna Gaggar
Unfolding AMR nuances for a healthy community
What would you like to do today? Choose a case, open guideline support, review state real-world data, or continue stewardship learning.
OPD + stewardship ready
State AMR context
Guideline-driven
Doctor workspace
Welcome back, Dr Annpurna Gaggar
Your AMR learning desk brings together recent case journeys, saved guideline references, state antibiogram context, and stewardship next steps.
Continue Where You Left Off
Last case journey
CRE Klebsiella in ICU: escalation, culture review, and de-escalation
Stewardship Alerts
Guideline-Driven Recommendation
Generate a structured stewardship recommendation from institutional policy, ICMR guidance, WHO AWaRe principles, and syndrome-specific guideline rules.
Dosing Appropriateness Review
Use this to identify dosing risk factors, monitoring needs, and the correct dosing reference. It does not generate a numeric dose or interval.
Core Safety Checklist
Checks that should be completed before using the local formulary or prescribing system.
Antibiotic Misuse Correction
Tier-2 city training focus: avoid hopping, premature stopping, casual escalation, and the misconception that antibiotics should be tapered.
High-Risk Dosing Situations
Training prompts for when senior, pharmacy, microbiology, or ID review is appropriate
Case Studies
Curated patient journeys for doctors to read, study, and apply as reference guidance
| Case | Setting | Syndrome | Teaching focus | Journey stage | Level | Action |
|---|
State Antibiogram - Real World Data
Aggregate organism-drug susceptibility from uploaded state data. Patient/sample identifiers are excluded; use the filters to inspect local resistance patterns for teaching and guidance.
Organism-Drug Matrix
Therapy Ranking
State Comparison
| State | Isolates | Sensitive | Intermediate | Resistant |
|---|
Source Hierarchy
Local -> ICMR -> WHO -> IDSA
Use local approved policy first
Every Guideline Card Shows
Pathway + Section
Open for rationale, checks, and links
Training Focus
Misuse Correction
Antibiotic hopping and early stopping
Guideline Reference Navigator
Each item shows what guideline applies, which section/pathway to read, why it matters, and where to open the official source.
How AMR Tracking Starts
Surveillance is built from uploaded aggregate antibiogram and stewardship files. This page should show where the state, hospital, or programme team provides the data before trends are interpreted.
1Upload state or hospital data
Use antibiogram extracts, organism-drug sensitivity files, and optional stewardship review logs.
Use antibiogram extracts, organism-drug sensitivity files, and optional stewardship review logs.
2Validate and de-identify
Exclude patient/sample identifiers; keep only aggregate fields needed for resistance and teaching signals.
Exclude patient/sample identifiers; keep only aggregate fields needed for resistance and teaching signals.
3Generate surveillance signals
Calculate resistance pressure, restricted antibiotic starts, review delays, IV-to-oral opportunities, and case-study priorities.
Calculate resistance pressure, restricted antibiotic starts, review delays, IV-to-oral opportunities, and case-study priorities.
Static demo mode: this upload explains the intake flow and validates the file name locally. Production deployment should connect this control to the approved state/hospital data pipeline.
state
facility / ward
year / month
organism
specimen
drug
S / I / R result
isolate count
Programme Signals
Risk Mix
State-level AMR learning signals that help interpret guidelines, cases, and prescribing pressure.
Culture-to-action Trend
Median hours from culture finalization to stewardship action.
Ward-Domain Heatmap