Skip to main content
Jim O'Brien, M.Md.Sc., DABR, DABSNM June 4, 2026 • 14 min read

MRI Safety Program: ACR Zones and Roles

An MRI safety program controls four invisible hazards through zones, trained personnel, and implant screening. Here is how to build one around the 2024 ACR Manual on MR Safety and the Joint Commission's 2026 imaging goal — and where a medical physicist fits as your MR Safety Expert.

Troy Zhou, PhD, DABR, DABSNM May 19, 2026 • 17 min read

CT Dose Index Monitoring: RDSR, DRLs, and the ACR DIR

A CT radiation dose index monitoring (RDIM) program is an enterprise system that automatically captures DICOM Radiation Dose Structured Reports from every scan, benchmarks the results against diagnostic reference levels and the ACR Dose Index Registry, and turns that data into protocol optimization and outlier review.

Troy Zhou, PhD, DABR, DABSNM April 20, 2026 • 17 min read

PET/CT Respiratory Gating & Motion Management

Respiratory motion blurs PET/CT images of the lung bases and upper abdomen, lowering measured SUV and misregistering the attenuation-correction CT. This guide explains phase and amplitude gating, external-device versus data-driven signals, the count-statistics trade-off, and how motion management improves quantification and radiotherapy planning.

Troy Zhou, PhD, DABR, DABSNM April 8, 2026 • 13 min read

Metal Artifact Reduction in CT: How MAR Works

Metal artifact reduction (MAR) preserves image quality, HU accuracy, and clinical confidence in diagnostic CT, radiation therapy planning, and hybrid PET/CT and SPECT/CT workflows.

Troy Zhou, PhD, DABR, DABSNM March 24, 2026 • 16 min read

Fetal Dose in Medical Imaging: Thresholds

Fetal (conceptus) dose is the radiation dose absorbed by the developing embryo or fetus during a maternal imaging exam. Below roughly 50 mGy there is no measurable increase in malformation or pregnancy-loss risk, and most diagnostic exams fall far below that level—so an informed dose estimate, not reflexive avoidance or termination, should drive patient management.

Troy Zhou, PhD, DABR, DABSNM March 10, 2026 • 16 min read

Sentinel Events vs Serious Reportable Events

Sentinel events and serious reportable events are converging. Here is what the January 1, 2027 Joint Commission–NQF alignment means for hospital safety reporting, and for radiology, MRI, nuclear medicine, and radiation therapy.

Jiali Wang, PhD, DABR January 16, 2026 • 17 min read

KAP Meter Calibration & QC for Fluoroscopy

The kerma–area-product (KAP) meter is the workhorse of fluoroscopy dose monitoring, but a displayed number is only as good as its calibration. This guide explains what KAP measures, why it is distance-invariant, how calibration coefficients and beam-quality corrections are established, the ±35% displayed-dose accuracy requirement, and the QC a medical physicist performs to keep the numbers defensible.

Ramses Herrera Habsburg, MS, DABR November 18, 2025 • 16 min read

Dental CBCT Quality Control: AAPM TG-261 Guide

Dental and maxillofacial CBCT quality control is now anchored by AAPM Task Group Report 261. A defensible QC program combines acceptance testing, routine image-quality checks (uniformity, noise, CNR, spatial resolution, geometric accuracy), radiation-output measurement, and dose optimization tied to state regulations and manufacturer specifications.

Jiali Wang, PhD, DABR October 30, 2025 • 16 min read

CT Iterative & Deep-Learning Reconstruction

CT reconstruction has moved from filtered back projection through hybrid and model-based iterative reconstruction to deep-learning reconstruction (DLR). Each class changes noise magnitude, noise texture, spatial resolution, and low-contrast detectability differently, so dose-reduction claims must be judged with task-based image-quality metrics, not noise alone.

Di Zhang, PhD, DABR, DABSNM October 21, 2025 • 16 min read

CT Number (Hounsfield Unit) Calibration and Accuracy QC

CT number accuracy is the quantitative backbone of CT. Hounsfield units anchor density-based diagnosis, dose calculation, attenuation correction, and reconstruction. This guide explains how HU is defined, why water and material accuracy drift, the tolerances used in ACR accreditation and AAPM TG-66, and how a defensible CT number QC program is built and documented.

Di Zhang, PhD, DABR, DABSNM October 9, 2025 • 16 min read

Cone-Beam CT Dose: Why CTDI Falls Short

Cone-beam CT (CBCT) uses a wide cone of radiation and a flat-panel detector, so the conventional 100 mm CTDI pencil chamber underestimates the true dose. A defensible CBCT dose program blends the right metric for the platform — CTDI for narrow beams, AAPM TG-111 equilibrium-dose methods for wide beams, and kerma-area product for C-arm and dental systems — with realistic protocol optimization and routine QC.

Troy Zhou, PhD, DABR, DABSNM September 23, 2025 • 16 min read

Occupational Eye-Lens Dose in Fluoroscopy

The lens of the eye is one of the most radiosensitive tissues in the body, and interventional fluoroscopy operators can accumulate enough scatter dose to risk cataract. After ICRP lowered the recommended occupational eye-lens limit to 20 mSv per year, monitoring with the Hp(3) quantity, leaded eyewear, ceiling-suspended shields, and good technique became central to staff radiation protection — even though the U.S. NRC limit remains 150 mSv per year.

Lei Ding, MS, DABR, DABSNM September 18, 2025 • 20 min read

Diagnostic Ultrasound QC: AAPM/ACR Program

A structured ultrasound QC program protects image quality, validates transducer integrity, and satisfies ACR and AIUM accreditation requirements. This guide covers the full test set — from transducer element dropout and depth of penetration to distance-accuracy and in-air reverberation — along with test frequencies, action levels, phantom selection, and documentation practices based on AAPM TG-1 and TG-128.

Jiali Wang, PhD, DABR September 16, 2025 • 16 min read

CT Automatic Tube Voltage Selection (Auto-kV)

Automatic tube voltage selection (auto-kV) uses the CT topogram to pick the tube potential that delivers the required image quality at the lowest dose, exploiting the sharp rise in iodine contrast at lower kVp. It is distinct from tube-current modulation, it is powerfully effective for contrast-enhanced and angiographic tasks, and — critically — it can raise dose for the wrong task, so it needs task-aware setup and physicist oversight.

Troy Zhou, PhD, DABR, DABSNM September 9, 2025 • 20 min read

Pediatric CT Dose: Image Gently and SSDE

Children are more radiosensitive than adults and have longer life expectancy for radiation effects to express, so adult CT settings overdose them. Pediatric CT dose optimization right-sizes kVp, tube current, and reconstruction to patient size using Image Gently principles and size-specific dose estimates (SSDE).

Troy Zhou, PhD, DABR, DABSNM August 26, 2025 • 17 min read

Digital Breast Tomosynthesis (DBT) QC

Digital breast tomosynthesis (DBT) adds limited-angle acquisition and slice reconstruction to mammography, and with it a layer of tomosynthesis-specific QC. This guide covers DBT acceptance testing, reconstructed in-plane and z-axis resolution, artifact spread, AEC reproducibility in tomo mode, average glandular dose for tomo and combo acquisitions, and how it all maps onto MQSA and the manufacturer's QC manual.

Jim O'Brien, M.Md.Sc., DABR, DABSNM August 22, 2025 • 17 min read

MRI ACR Phantom QC: The Seven Tests

The ACR MRI accreditation phantom is the backbone of an MRI quality control program. The large and small phantoms support seven standardized image-quality tests plus system-level checks, run weekly by technologists and annually by the MR medical physicist, each with defined pass criteria and action levels.

Jiali Wang, PhD, DABR August 5, 2025 • 16 min read

Ultrasound Thermal & Mechanical Index Safety

The Thermal Index (TI) and Mechanical Index (MI) are the two on-screen safety indices that let sonographers keep diagnostic ultrasound output as low as reasonably achievable. This guide explains how TI and MI are defined, derated, displayed under the Output Display Standard, and bounded by FDA Track 3 acoustic-output limits.

Jiali Wang, PhD, DABR July 30, 2025 • 17 min read

Diagnostic Reference Levels: A Practical Guide

Diagnostic reference levels (DRLs) are benchmark dose values used to flag imaging protocols that deliver unusually high or low radiation dose for a given exam. This guide explains how DRLs and achievable doses are derived from survey data, how to compare a facility's median dose to national benchmarks, and how to use DRLs as the first step in dose optimization rather than as patient dose limits.

Jiali Wang, PhD, DABR July 22, 2025 • 20 min read

Fluoroscopy Dose Management: Air Kerma and KAP

Fluoroscopy dose management uses reference air kerma, kerma-area product, and peak skin dose to track patient exposure, flag substantial radiation dose levels, and prevent deterministic skin injury during fluoroscopically guided interventions.

Jiali Wang, PhD, DABR July 14, 2025 • 18 min read

DXA Bone Densitometry QC: Precision and LSC

A DXA scanner only produces clinically useful bone mineral density when its calibration is stable and its precision is known. Daily phantom scans track calibration drift, an in-house precision study converts measurement noise into a least significant change, and only changes larger than the LSC should be called real. This guide walks through the physics, the math, and the ISCD/ACR rules that make serial DXA defensible.

Jiali Wang, PhD, DABR June 25, 2025 • 17 min read

Mobile Radiography Radiation Safety

Distance is the dominant control in mobile radiography. Because scatter falls with the square of distance, stepping from 1 meter to 2 meters cuts staff dose to roughly one quarter — which is why the 2-meter rule anchors bedside, ICU, OR, and NICU practice. This guide covers scatter geometry, shielding, technique and AEC limits on portable units, exposure-index QC, pediatric considerations, and the FDA-plus-state regulatory framework that governs X-ray machines.

Nick Wellnitz, BS June 17, 2025 • 17 min read

DR Exposure Index (EI) and Deviation Index

The exposure index is not a patient dose. Under IEC 62494, the exposure index (EI) estimates detector air kerma, the target exposure index (EIT) defines the intended operating point, and the deviation index (DI) reports how far each exposure landed from target. Used correctly, the EI/EIT/DI triad is a feedback tool for ALARA and repeat-rate reduction — not a dose metric.

Jiali Wang, PhD, DABR June 11, 2025 • 18 min read

Flat-Panel Detector QC: Uniformity & Dead Pixels

Flat-panel detector quality control confirms that a digital radiography receptor produces a uniform, low-noise image with an acceptable number of defective pixels. Signal nonuniformity, SNR nonuniformity, anomalous pixels, lag, and ghosting are the receptor-level tests that keep detector artifacts from mimicking or masking pathology, and AAPM TG-150 and TG-151 define how physicists and technologists check them.

Jiali Wang, PhD, DABR June 5, 2025 • 16 min read

Fluoroscopy Peak Skin Dose & SRDL Monitoring

Peak skin dose is the dose quantity that predicts radiation-induced skin injury in fluoroscopically guided interventions. Reference air kerma and kerma-area product are the practical surrogates displayed on the console, but they are not the same as skin dose. A defensible program uses NCRP 168 substantial-radiation-dose-level triggers, documents dose metrics, and follows up high-dose cases.

Jiali Wang, PhD, DABR May 27, 2025 • 16 min read

Focal Spot Size Measurement in Radiography QC

Focal spot size controls geometric sharpness in radiography. This guide explains the line-focus principle, the pinhole, slit, and star-resolution measurement methods standardized in IEC 60336 and NEMA XR-5, the nominal-focal-spot tolerance limits, focal spot blooming, and how a medical physicist folds focal spot testing into acceptance and annual QC.

Jiali Wang, PhD, DABR May 21, 2025 • 18 min read

Dual-Energy CT: Physics and Quality Control

Dual-energy (spectral) CT acquires attenuation data at two effective energies so the scanner can separate materials, quantify iodine, and synthesize virtual monoenergetic and virtual non-contrast images. Those quantitative outputs only stay trustworthy when a medical physicist tests material decomposition, VMI CT-number accuracy, and iodine quantification against AAPM TG-291 and TG-299 guidance.

Jiali Wang, PhD, DABR May 19, 2025 • 17 min read

Mean Glandular Dose in Mammography

Mean glandular dose (MGD) is the accepted metric for breast dose in mammography because the glandular tissue is the radiosensitive target. MGD cannot be measured directly; it is estimated by multiplying a measured incident air kerma by published conversion factors that depend on breast thickness, glandularity, and beam quality. This guide explains the Dance and Boone formalisms, the 3.0 mGy MQSA limit, and how a medical physicist verifies dose during the annual survey.

Troy Zhou, PhD, DABR, DABSNM May 12, 2025 • 17 min read

Lead Shielding Design for CT and PET/CT

How medical physicists design lead shielding for CT, fluoroscopy, interventional radiology, PET/CT, and radionuclide therapy—covering workload, use factor, occupancy, distance, the NCRP 147 transmission equation, tenth-value-layer barrier thickness, and a worked numeric example under 10 CFR 20.

Jiali Wang, PhD, DABR May 8, 2025 • 16 min read

Repeat-Reject Analysis in Digital Radiography

Repeat-reject analysis is a core radiography quality-control tool: every rejected image is a patient exposure that produced dose but no diagnosis. A defensible program standardizes reject reasons, tracks rates by projection and technologist, and feeds the findings back into training and protocol fixes — guided by AAPM TG-305.

Jiali Wang, PhD, DABR April 30, 2025 • 16 min read

Photon-Counting CT: Image Quality and Dose

Photon-counting detector CT replaces scintillator-based energy-integrating detectors with semiconductors that count and energy-resolve individual X-ray photons. The result is lower electronic noise, higher spatial resolution, improved iodine contrast, always-on spectral data, and the opportunity to lower radiation dose — but the physics and QC differ enough from conventional CT that acceptance testing and protocol design need a fresh look.

Jiali Wang, PhD, DABR April 23, 2025 • 16 min read

CT Automatic Tube Current Modulation (ATCM)

Automatic tube current modulation (ATCM) is the single most important dose-management tool on a modern CT scanner. It adjusts the X-ray tube current in real time to patient attenuation, lowering dose to thin regions and projections while holding image noise near a user-selected target. Understanding the noise index, reference mAs, and modulation strength is essential to using ATCM correctly and to verifying it during the annual physics survey.

Troy Zhou, PhD, DABR, DABSNM April 18, 2025 • 16 min read

Mammography QC and MQSA: Annual Survey

Mammography QC under MQSA is a layered program: daily-to-annual technologist tasks plus an annual medical physicist survey of dose, image quality, AEC, kVp, HVL, and artifacts. Each unit must stay accredited, FDA-certified, and within the mean glandular dose limit.

Jiali Wang, PhD, DABR April 15, 2025 • 16 min read

Size-Specific Dose Estimate (SSDE) in CT

SSDE corrects the scanner-reported CTDIvol for patient size, giving a far better estimate of the dose actually delivered. This guide explains the AAPM Report 204 and 220 methods, water-equivalent diameter, conversion factors, a worked example, and how to use SSDE in CT protocol management and accreditation.

Nick Wellnitz, BS April 7, 2025 • 18 min read

CTDIvol and DLP Explained: CT Dose Metrics

A clear, answer-first guide to CT dose metrics—CTDIw, CTDIvol, DLP, SSDE, and effective dose—with the formulas, a worked numeric example, the limitations of each index, and how technologists and physicists use them to optimize protocols and meet ACR and Joint Commission requirements.

Troy Zhou, PhD, DABR, DABSNM March 21, 2025 • 20 min read

Siemens CT Reconstruction Kernels Decoded

A practical guide to Siemens SOMATOM CT reconstruction kernels: how kernel naming and resolution index work, and how kernel selection affects sharpness, noise, and quantitative accuracy.

Jiali Wang, PhD, DABR March 18, 2025 • 16 min read

CT Dose Check: Notification & Alert Values

CT Dose Check is a scanner safety feature, defined by NEMA XR-25 and embedded in NEMA XR-29 (MITA Smart Dose), that warns operators before a planned scan exceeds a preset CTDIvol or DLP. Notification values catch single high-dose series, alert values catch potentially serious cumulative exposures, and both work best when a medical physicist sets them to match local protocols rather than leaving factory defaults in place.

Jiali Wang, PhD, DABR March 12, 2025 • 16 min read

Half-Value Layer and kVp QC in Radiography

Half-value layer (HVL) and kVp accuracy are core acceptance and annual QC tests for radiographic units. HVL confirms the beam is adequately filtered to protect the patient, while kVp accuracy, output reproducibility, and linearity confirm the generator delivers the technique it displays. This guide explains the physics, the FDA 21 CFR minimums, the tolerances physicists apply, and how the tests are performed.

Troy Zhou, PhD, DABR, DABSNM February 28, 2025 • 18 min read

CT Protocol Optimization: Dose, Quality, and ACR

How to balance diagnostic image quality against minimal radiation dose in CT—using AEC, kV optimization, and iterative reconstruction—while meeting ACR and Joint Commission requirements.

Lei Ding, MS, DABR, DABSNM February 20, 2025 • 16 min read

ACR Accreditation Physics Requirements

A practical guide to ACR accreditation physics requirements, covering modality-specific testing, tolerances, documentation, and submission for CT, MRI, PET, nuclear medicine, mammography, and ultrasound—plus the qualified medical physicist's role.

Di Zhang, PhD, DABR, DABSNM January 24, 2025 • 12 min read

SMPTE Pattern Monitor QC for Radiology

How to evaluate the SMPTE test pattern for diagnostic monitor QC, satisfy ACR CT Quality Control requirements, and protect accurate image interpretation.

Ramses Herrera Habsburg, MS, DABR December 10, 2024 • 16 min read

Fluoroscopy QC and FDA Dose-Rate Limits

The annual fluoroscopy physics survey verifies that a fluoroscope's air kerma rate stays within the FDA federal limits, that automatic exposure rate control and high-level control behave correctly, that the displayed dose values are accurate, and that image quality is adequate. It combines a regulatory output-rate check with image-quality and dose-management evaluation.

Jiali Wang, PhD, DABR October 22, 2024 • 16 min read

Detective Quantum Efficiency in Digital Radiography

Detective quantum efficiency (DQE) is the single best summary of how efficiently a digital X-ray detector converts incident dose into usable image information. It combines spatial resolution (MTF), image noise (NPS), and detector dose response into one frequency-dependent curve, standardized for measurement by IEC 62220-1-1. Understanding DQE helps facilities compare detectors, defend dose reductions, and interpret acceptance-testing reports.

Jiali Wang, PhD, DABR September 12, 2024 • 16 min read

Automatic Exposure Control in Radiography QC

Automatic exposure control terminates a radiographic exposure when the detector has received enough radiation for a diagnostic image. AEC quality control links a regulatory reproducibility requirement, detector-tracking performance, and the digital exposure index so that consistent image quality is delivered at the lowest reasonable dose across patient size, kVp, and field configuration.

Jiali Wang, PhD, DABR July 9, 2024 • 16 min read

CT Image Quality QC: MTF, NPS, and Detectability

CT image quality is more than a single resolution number. Spatial resolution (MTF/TTF), image noise and its texture (NPS), and low-contrast detectability together describe how well a scanner reproduces anatomy. With iterative and deep-learning reconstruction now standard, contrast-to-noise ratio alone can mislead, and task-based metrics give a more honest picture of clinical performance.

Jiali Wang, PhD, DABR June 18, 2024 • 18 min read

Antiscatter Grids: Scatter, Contrast & Dose

An antiscatter grid is a contrast-versus-dose trade: it absorbs scattered photons before they reach the detector, raising radiographic contrast, but it also attenuates some primary radiation, so technique and patient dose must rise to keep the image. Choosing grid ratio, frequency, and focusing — and knowing when to remove the grid — is a physics decision driven by patient thickness, scatter-to-primary ratio, and the imaging task.