Developed by Dr. Sharad Maheshwari MD Radiologist & Founder, BeResponsibleAI.com
Clinical Protocol Engine ⚙️
Simulates ACR criteria to enforce stewardship. Unnecessary unenhanced or multiphase exams trigger deterministic Hard Stops. Tracked by the RATSe framework.
Simulate the impact of patient habitus (BMI), study type, and contrast concentration (Iodine Delivery Rate) on tube potential (kVp) and radiation dose (CTDIvol / SSDE).
40 kg180 kg
140 cm210 cm
Patient BMI26.1Overweight
Contrast Protocol100mL@ 3.0 mL/secIDR: 0.9 g I/s
Target kVp120Modulated for BMI
Est. Total DLP540mGy*cm (All Phases)
Radiation Physics Analytics
Values account for 1 discrete scan phase(s).
High Dose
Est. CTDIvol (per phase)12.5mGy
AAPM SSDE (Size Corrected)14.2mGy
Phase Breakdown
Portal Venous65-70 sec delay
Guidelines & Stewardship π
Adults face lower lifetime stochastic risk than children, but the sheer volume of CTs and systemic overuse of multiphase protocols creates substantial cumulative population risk.
Choosing Wisely in Adults π―
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Eliminate Unenhanced Phases: "With and without" contrast is rarely needed for routine pain. A single venous phase suffices for >85% of acute indications.
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Contrast Kidney Risk: Risk of CA-AKI is historically overstated. Do not withhold life-saving CTA for slightly elevated creatinine (unless eGFR <30 or dialysis).
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Obesity & Image Quality: Use lower kVp (100) for thin adults to increase iodine contrast resolution. Obese patients require 120-140 kVp to penetrate tissue.
Dose Escalation of Multiphase CT π
Each phase multiplies the radiation (DLP)
Common Clinical Pitfalls π΄
Tap cards to reveal evidence-based corrections to outdated clinical habits.
Workflow Error
"Routine Appendicitis Protocol: With and Without Oral & IV Contrast"
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ACR Correction
Oral contrast delays ED throughput and is unnecessary for appendicitis in adults. Unenhanced phase doubles radiation.
Correct: Single Phase IV Contrast Only.
Pharmacokinetics
"Just give 100 mL of contrast for every adult."
Tap to reveal π
Physics Correction
Standardizing 100mL overdoses thin adults and underdoses obese adults. Contrast should be weight-based (approx 1.5 - 2.0 mL/kg) or based on total Iodine Load.
Positioning Error
Scanning the abdomen with the patient's arms down by their sides.
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Artifact Correction
Arms down creates severe beam-hardening artifacts. It also forces the Tube Current Modulation to spike the radiation dose unnecessarily. Arms MUST be raised.
Diagnostic Fallacy
"Adding a delayed phase (5 mins) to a routine CT just in case we see a liver lesion."
Tap to reveal π
Stewardship Rule
Unjustified 'fishing'. Most incidental liver lesions on routine venous CT are benign. Characterize indeterminate lesions later with MRI, avoiding irradiating the entire pelvis again.
Competency Assessment (OSCE)
Test your knowledge of adult CT protocols, contrast dynamics, and physics.
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