
AI Computational Fluid Dynamics in Medical Devices: What Has Shipped, What Is Coming, and What Cannot Work
AI computational fluid dynamics in medical devices — where it has actually shipped, and what physics-informed models still get wrong.
LOGIQ E9 touchscreen 'drifting' — taps register in wrong spot? 90% of cases are calibration drift, not hardware failure. GE official 2-step method: verify first, then calibrate. 9-point hold (not tap).

Touchscreen calibration drift on GE LOGIQ E9 means the resistive touchscreen's analog-to-digital calibration coefficients have shifted over time — taps register in the wrong location, certain screen areas stop responding, or the panel feels sluggish. This is not a hardware failure in 90%+ of cases. GE's official Service Manual recommends a 2-step approach: (1) run Calibration Verification first to confirm calibration is actually needed, then (2) execute TP Calibration — 9 cross-hair points, press-and-hold each one until it moves (⚠️ critical difference from other brands: GE requires hold, not tap). If the touchscreen is so far gone you can't even tap Utility, use the trackball as backup navigation. For other GE LOGIQ E9 issues, see our System Overheating troubleshooting guide.
⚠️ Critical difference from other brands: GE LOGIQ E9 calibration requires you to press and hold each cross-hair until it moves to the next position. If you just tap it, the calibration data will likely be corrupt. This is the opposite of Philips EPIQ, which requires a light tap.1
Step 1: Calibration Verification (confirm you actually need to recalibrate)
Step 2: TP Calibration (9-point press-and-hold)
Need replacement touchscreen parts or a GE-certified service provider? Search GE ultrasound parts and suppliers on MedTrade. If you're unsure whether to repair or replace your system, our ultrasound transducer buying guide covers cost-benefit analysis for aging equipment.
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AI computational fluid dynamics in medical devices — where it has actually shipped, and what physics-informed models still get wrong.

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