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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.

Jiali Wang, PhD, DABR April 14, 2026 • 16 min read

Coronary Artery Calcium Scoring: Agatston & Dose

Coronary artery calcium (CAC) scoring turns a non-contrast ECG-gated chest CT into a quantitative cardiovascular risk marker. The Agatston score, its volume and mass companions, and the CAC-DRS reporting system are only as trustworthy as the acquisition protocol behind them — which is why standardized technique, HU calibration, and reproducibility limits are a medical physics problem, not just a reading-room one.

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.

Jiali Wang, PhD, DABR March 19, 2026 • 18 min read

MRI Acoustic Noise and Gradient PNS Safety

MRI acoustic noise and gradient-induced peripheral nerve stimulation are two physiologic hazards driven by the same switched gradient coils. Both are managed through IEC 60601-2-33 operating modes, the strength-duration dB/dt limit, mandatory hearing protection above 99 dBA, and documented physicist review — not by trusting that the scanner console will always keep the patient safe.

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 March 4, 2026 • 16 min read

MRI SNR and RF Coil Quality Control

Signal-to-noise ratio is the single most sensitive indicator of MRI receive-chain health. This guide explains how SNR is defined, the NEMA measurement methods, why the single-image background method fails under parallel imaging, and how a physicist uses SNR and coil QC to catch failing RF coils before they reach patients.

Ramses Herrera Habsburg, MS, DABR February 17, 2026 • 16 min read

Radiation Protection for Fluoroscopy Staff

Interventional and cath-lab staff work beside a patient who becomes the dominant source of scattered radiation, and they accumulate some of the highest occupational doses in medicine. Protecting them is a physics problem — scatter geometry, inverse-square distance, lead attenuation — layered onto a regulatory framework in which the eye-lens dose limit is actively diverging between the NRC and international bodies.

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.

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

Digital Subtraction Angiography Image Quality QC

Digital subtraction angiography (DSA) turns a small iodine signal into a diagnostic image by logarithmically subtracting a mask from contrast-filled frames. Its image quality is governed by quantum noise, mask registration, and detector performance rather than by raw dose, so a defensible QC program measures subtraction contrast, signal-to-noise, misregistration behavior, and air kerma rate together — not one in isolation.

Jiali Wang, PhD, DABR December 2, 2025 • 16 min read

Photon-Counting CT: Physics, Image Quality & Dose

Photon-counting detector CT (PCD-CT) replaces the scintillator-photodiode chain of energy-integrating detectors with direct-conversion semiconductors that count individual X-ray photons and sort them by energy. The result is near-elimination of electronic noise, ultra-high spatial resolution, inherent spectral data on every scan, and real dose-efficiency gains — but it also changes how physicists approach acceptance testing, CT-number accuracy, and QC.

Jiali Wang, PhD, DABR November 25, 2025 • 16 min read

Ultrasound Elastography QC: Physics and QA

Ultrasound elastography turns a shear wave measurement into a stiffness number, and that number drives clinical decisions. A defensible QC program confirms the value is accurate against a known phantom, repeatable within tolerance, and reported with the reliability criteria and system-specific context that make it comparable over time.

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.

Troy Zhou, PhD, DABR, DABSNM November 6, 2025 • 16 min read

Cumulative Patient Radiation Dose Tracking

Patients who undergo many imaging studies can accumulate a cumulative effective dose above 100 mSv, the level at which the IAEA-convened study of recurrent imaging says organ doses are typically in a range at which radiation effects are of concern. There is no regulatory dose limit for patients, so tracking, justification, and optimization — not a hard cap — are the tools. This is what cumulative dose means, how to compute it, and how to build a program around it.

Jiali Wang, PhD, DABR November 4, 2025 • 17 min read

X-Ray Output QC: Reproducibility & Linearity

X-ray output reproducibility and linearity are two of the most fundamental radiographic QC tests. Reproducibility confirms that repeated exposures at a fixed technique deliver a consistent air kerma, and linearity confirms that air kerma per mAs stays constant as tube-current and time stations change. Both are anchored in the FDA performance standard 21 CFR 1020.31 and verified by a qualified medical physicist.

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 14, 2025 • 16 min read

Mammography AEC (Phototimer) Performance QC

On a digital mammography unit the automatic exposure control (AEC) chooses target, filter, kVp, and mAs for every patient, so it sets both image quality and dose. AEC (phototimer) performance QC confirms the system holds a stable signal-to-noise ratio as breast thickness changes, repeats reliably, and keeps mean glandular dose within the MQSA limit — evaluated against the 2018 ACR Digital Mammography QC Manual and enforced through the FDA EQUIP inspection program.

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

MRI Parallel Imaging: g-Factor and SNR

Parallel imaging accelerates MRI by undersampling k-space and unfolding the aliasing with coil sensitivity information, but speed is never free. The signal-to-noise ratio falls by a factor of the square root of the acceleration and again by the spatially varying g-factor, a coil-geometry term that is always at least one. Understanding both terms is what separates a defensible protocol and QC program from cargo-cult acceleration settings.

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 29, 2025 • 16 min read

Low-Dose CT Lung Cancer Screening: Dose & QC

Low-dose CT lung cancer screening balances a very low radiation dose against the noise budget needed to find small nodules. The ACR CT Accreditation Program and CMS cap CTDIvol at 3.0 mGy for a standard-sized patient, and a defensible screening protocol pairs that dose ceiling with tube-current modulation, reconstruction, and QC that hold image quality steady across body sizes.

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 July 8, 2025 • 16 min read

CT Noise Power Spectrum & Task-Based Image Quality

A single noise standard deviation cannot describe modern CT. The noise power spectrum captures noise magnitude and texture, the task transfer function captures resolution under clinical conditions, and the detectability index combines them into a task-based measure of low-contrast performance. AAPM TG-233 and ICRU Report 87 formalize this framework for acceptance testing, commissioning, and protocol optimization on iterative and deep-learning reconstruction.

Jiali Wang, PhD, DABR July 2, 2025 • 17 min read

CT Image Artifacts: Causes and Correction

CT artifacts are not random image noise. Beam hardening, photon starvation, motion, metal, ring, cone-beam, and partial-volume artifacts each arise when a specific reconstruction assumption is violated, and each has a distinct signature, cause, and correction. Recognizing the mechanism is what lets a technologist, radiologist, or physicist decide whether the finding is disease or a data error, and whether the fix belongs in the protocol, the algorithm, or the scanner's QC program.

Jiali Wang, PhD, DABR June 30, 2025 • 18 min read

CTDI Measurement: CT Dose QC With a Pencil Chamber

CTDI measurement is how a medical physicist confirms that a CT scanner's displayed dose is real. Using a 100-mm pencil ionization chamber in 16 cm and 32 cm PMMA phantoms, the physicist measures CTDI100 at the center and periphery, combines them into CTDIw and CTDIvol, compares the result against the scanner-displayed value and ACR reference levels, and documents the agreement a defensible dose program depends on.

Jiali Wang, PhD, DABR June 27, 2025 • 18 min read

CT Slice Thickness QC and Sensitivity Profiles

The reconstructed CT slice thickness is not a physical cut through the patient but the full width at half maximum of the slice sensitivity profile (SSP): the scanner's response along the z-axis. Understanding how the SSP is shaped by beam collimation, detector configuration, helical interpolation, and reconstruction determines how a physicist verifies slice width, why thin slices cost noise, and how partial-volume averaging limits small-lesion contrast.

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.

Jiali Wang, PhD, DABR June 24, 2025 • 16 min read

Stereotactic Breast Biopsy QC

Stereotactic breast biopsy places a needle at a mammographically detected target using paired angled projections to compute depth. A quality-control program built around a localization-accuracy test — verifying the device reaches the target within about a millimeter — plus image quality, dose, and mechanical checks is what keeps the procedure both accurate and low-dose.

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.

Troy Zhou, PhD, DABR, DABSNM May 20, 2025 • 16 min read

F-18 FDG PET/CT Dose Optimization

FDG PET/CT image quality is set by the product of injected activity and acquisition time, not activity alone. Because randoms grow with the square of activity while trues grow linearly, more dose eventually stops helping — the fix is often time, not activity.

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.

Nick Wellnitz, BS May 16, 2025 • 16 min read

Pulsed Fluoroscopy: Dose Reduction QC

Pulsed fluoroscopy is the single most effective operator-controlled lever for lowering patient and staff dose during fluoroscopically guided procedures. But the savings are not simply proportional to pulse rate: automatic dose-rate control raises dose per pulse at low frame rates to preserve image quality, so a defensible dose-reduction program pairs pulse-rate selection with QC of dose per pulse, air kerma rate, and displayed dose metrics.

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

CT Patient Centering: Dose and Image Quality

Centering the patient at CT isocenter is one of the cheapest dose-reduction tools in the department. When the patient sits below isocenter, the bowtie filter and the localizer-driven automatic exposure control both work against you—raising surface dose while degrading image noise. This article explains the physics, quantifies the penalty, and gives a practical QC and workflow checklist.

Troy Zhou, PhD, DABR, DABSNM May 13, 2025 • 16 min read

ACR CT Accreditation Phantom QC

The ACR CT accreditation phantom packs CT-number accuracy, low-contrast resolution, uniformity, and high-contrast resolution into four modules. Passing it means measuring contrast-to-noise ratio, HU accuracy, and uniformity against the ACR CT Quality Control Manual criteria, at a CTDIvol below the ACR reference limits.

Jim O'Brien, M.Md.Sc., DABR, DABSNM May 13, 2025 • 17 min read

X-Ray Beam Filtration and Spectral Shaping

Beam filtration removes low-energy x-ray photons that add skin dose without forming the image. This guide explains inherent, added aluminum, and spectral copper or tin filtration, the beam-hardening physics with worked math, the measured dose savings, and the FDA and IEC filtration requirements a medical physicist verifies.

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 May 7, 2025 • 16 min read

Contrast-Enhanced Mammography: Physics and QC

Contrast-enhanced mammography (CEM) pairs a low-energy image that looks like a standard mammogram with a high-energy exposure to build an iodine-only recombined image. This guide explains the dual-energy physics around the iodine K-edge, the mean glandular dose penalty, the CNR and figure-of-merit metrics that drive QC, and how CEM fits inside the MQSA and manufacturer-QC framework.

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 29, 2025 • 17 min read

Cardiac CT Dose Optimization: Coronary CTA

Coronary CT angiography once delivered 12 mSv or more, but prospective ECG-triggering, tube voltage reduction, ECG-based current modulation, high-pitch acquisition, and iterative or deep-learning reconstruction now bring most studies to a few millisieverts — often below 1 mSv — without sacrificing diagnostic accuracy. Getting there means matching acquisition mode to heart rate and rhythm, right-sizing tube parameters, and verifying dose against benchmarks.

Ramses Herrera Habsburg, MS, DABR April 24, 2025 • 16 min read

Fluoroscopy Air Kerma Rate Limits & ADRC

Fluoroscopic equipment can only push its entrance air kerma rate so high: 21 CFR 1020.32 caps it at 88 mGy/min, or 176 mGy/min under high-level control. Automatic dose rate control (ADRC) drives output toward that ceiling to keep the image usable. Understanding both is essential to fluoroscopy QC, dose management, and avoiding skin injury.

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 16, 2025 • 16 min read

CT Brain Perfusion: Radiation Dose Optimization

CT brain perfusion (CTP) is a dynamic, same-slab acquisition that repeatedly irradiates a fixed volume to build cerebral blood flow, volume, and mean-transit-time maps. Because the tissue is scanned dozens of times, cumulative skin and lens dose can approach deterministic thresholds unless tube voltage, tube current, sampling interval, and total scan duration are chosen deliberately and monitored against dose-notification limits.

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.

Jiali Wang, PhD, DABR April 9, 2025 • 16 min read

MRI Geometric Distortion: Sources and QC

MRI geometric distortion is spatial misregistration of anatomy caused by gradient nonlinearity, main-field inhomogeneity, and object-induced susceptibility and chemical-shift effects. A QC program that separates system distortion from sequence and patient distortion keeps MRI geometrically accurate for accreditation, quantification, and MR-guided treatment.

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.

Jiali Wang, PhD, DABR April 3, 2025 • 17 min read

Digital Radiography Lag and Ghosting QC

Lag and ghosting are the two temporal artifacts of a flat-panel digital radiography detector: lag is residual signal carried from a prior exposure, while ghosting is a change in detector sensitivity from exposure history. They arise from charge trapping in amorphous-silicon and selenium receptors and scintillator afterglow, and left unchecked they can mimic or mask anatomy. This guide explains the physics, the measurement methods, and how AAPM TG-150/TG-151 acceptance and ongoing QC keep them under control.

Jiali Wang, PhD, DABR March 31, 2025 • 16 min read

DXA Precision and Least Significant Change

A follow-up bone density result is only meaningful if the change exceeds the measurement error of the test. DXA precision assessment quantifies that error at each skeletal site, and the Least Significant Change (LSC) converts it into the smallest BMD change a facility can call real with 95% confidence. This guide explains how to run a precision study, compute the LSC correctly, and use it to read serial scans.

Troy Zhou, PhD, DABR, DABSNM March 28, 2025 • 17 min read

Diagnostic X-Ray Room Shielding: NCRP 147

Diagnostic X-ray room shielding follows NCRP Report 147, which sets weekly air-kerma design goals, distinguishes primary from secondary barriers, and converts a required transmission into a lead or concrete thickness using workload, use factor, occupancy, distance, and the Archer transmission model.

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

Computed Radiography Imaging Plate QC

Computed radiography turns a reusable storage-phosphor plate into a digital image, but the same reusability that makes CR economical also lets plate defects, incomplete erasure, and exposure drift accumulate silently. A disciplined QC program — grounded in AAPM Task Group 10, the IEC exposure index, and deviation-index monitoring — catches those problems before they reach a diagnostic image.

Jim O'Brien, M.Md.Sc., DABR, DABSNM March 24, 2025 • 16 min read

MRI Diffusion ADC Quantitative QC

The apparent diffusion coefficient (ADC) is only a biomarker if it is reproducible. A quantitative DWI QC program uses a temperature-controlled diffusion phantom, fixed b-values, and QIBA bias and repeatability tolerances to prove an ADC number means the same thing across scanners, sites, and time.

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.

Jiali Wang, PhD, DABR March 6, 2025 • 16 min read

CT Beam Collimation, Efficiency, and Overranging

The z-axis width of the CT x-ray beam is wider than the images it produces. Penumbra at the beam edges lowers geometric efficiency, and helical overranging irradiates tissue beyond the planned scan. Both effects add dose that never contributes to the reconstructed image, and both are measurable, reportable QC parameters a medical physicist should track.

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.

Nick Wellnitz, BS February 25, 2025 • 16 min read

Contrast-Detail QC for Digital Radiography

A contrast-detail phantom like the CDRAD 2.0 answers the question exposure index cannot: at this dose, how small and faint an object can this radiography system actually show? The inverse image quality figure (IQFinv) turns that threshold into one number for optimization, but it is a blunt instrument for small dose differences and belongs alongside DQE, exposure index, and reject analysis, not instead of them.

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.

Jiali Wang, PhD, DABR February 11, 2025 • 16 min read

Mobile C-arm Fluoroscopy QC and Radiation Safety

Mobile C-arms move between operating rooms and rarely get the same physics scrutiny as fixed fluoroscopy, yet they operate close to staff and can deliver high skin dose. This guide covers the QC tests, dose-rate limits, image-quality checks, dose-display verification, and OR scatter-protection practices that keep a mobile C-arm program safe and defensible.

Lei Ding, MS, DABR, DABSNM January 30, 2025 • 17 min read

Fluoroscopy Spatial Resolution & Low-Contrast QC

Fluoroscopy image-quality QC pairs two measurements: limiting high-contrast spatial resolution, tested with a line-pair pattern, and low-contrast detectability, tested with a contrast-detail phantom. Neither number means anything without the dose rate that produced it, so a defensible fluoroscopy survey trends resolution, contrast, and air kerma rate together against a documented baseline.

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.

Jiali Wang, PhD, DABR January 15, 2025 • 17 min read

CT Gantry, Table, and Alignment QC

CT geometric QC verifies that the alignment lights, table motion, and gantry tilt place the imaged volume exactly where the operator intends. Small errors in laser accuracy, table increment, or tilt propagate into mis-localized slices, dose-length errors, and failed accreditation, so these mechanical checks belong in every CT quality control program.

Jiali Wang, PhD, DABR December 27, 2024 • 16 min read

CT Helical Pitch: Dose and Image Quality

Helical pitch ties table speed to radiation dose and image noise in CT. Whether increasing pitch lowers dose depends entirely on how the scanner handles tube current, so pitch must be read together with the mA scheme, not in isolation.

Troy Zhou, PhD, DABR, DABSNM December 19, 2024 • 16 min read

X-Ray Machine Registration & State Inspections

The regulation of diagnostic X-ray machines confuses many facilities because it splits across agencies: the FDA sets federal performance standards on the equipment itself, states register and inspect the machines in use, and the NRC governs only radioactive material — not machines. This guide maps who regulates what, the key 21 CFR 1020 dose and leakage limits, how state registration and inspection work, and where MQSA imposes a federal physicist survey.

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 December 3, 2024 • 17 min read

MRI SAR and RF Safety: Limits and Monitoring

Specific absorption rate (SAR) is how MRI quantifies the risk of radiofrequency tissue heating. This guide explains what SAR means, the IEC 60601-2-33 operating-mode limits and temperature basis behind it, how the FDA significant-risk thresholds relate, why B1+rms matters for implants, and how a medical physicist verifies RF safety during acceptance and annual testing.

Jiali Wang, PhD, DABR November 20, 2024 • 16 min read

MRI Image Artifacts: Identification & QC

MRI artifacts are systematic signal errors from the scanner, the sequence, or the patient. Recognizing the mechanism behind ghosting, chemical shift, susceptibility, Gibbs ringing, aliasing, and RF artifacts lets the physicist separate a hardware fault from an expected physics effect and keep the ACR phantom QC program defensible.

Jiali Wang, PhD, DABR November 13, 2024 • 17 min read

Doppler Ultrasound QC: Flow and Velocity Testing

Doppler quality control is the part of an ultrasound QC program that checks the flow measurement chain, not just the grayscale image. Velocity accuracy, Doppler sensitivity and penetration, sample-volume registration, and clutter-filter behavior each fail differently, and each needs a test device—flow phantom, string phantom, or moving target—plus a documented baseline and action level tied to ACR and AIUM accreditation expectations.

Jiali Wang, PhD, DABR November 6, 2024 • 16 min read

Mammography Compression QC: Force and Dose

Mammographic compression is a quality-control parameter, not just a comfort setting. Compression force, paddle behavior, and compressed-breast-thickness accuracy directly change mean glandular dose, image sharpness, and dose reproducibility. This guide explains the physics of force versus pressure, what MQSA and the ACR require, and how a defensible compression QC program is built and documented.

Jiali Wang, PhD, DABR October 29, 2024 • 15 min read

MRI B0 Homogeneity & Center Frequency QC

Static magnetic field (B0) homogeneity and center (resonant) frequency are the two quiet parameters behind nearly every MRI image quality problem a physicist is asked to troubleshoot. When B0 drifts or becomes non-uniform, fat suppression fails, spectral fat-sat swaps to water, EPI distorts, and geometric accuracy degrades. This guide explains how B0 homogeneity and center frequency are measured, what AAPM TG-325 recommends, and how to build a defensible MRI QC program around them.

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.

Troy Zhou, PhD, DABR, DABSNM September 12, 2024 • 16 min read

Pediatric Fluoroscopy Dose Optimization

Children are more radiosensitive and have longer lifetimes for effects to appear, so pediatric fluoroscopy dose optimization is a distinct discipline. Low pulse rates, last-image-hold, tight collimation, grid removal, and air-gap magnification are the levers that cut dose without losing the diagnostic information the study exists to provide.

Jiali Wang, PhD, DABR August 27, 2024 • 17 min read

Dental Intraoral & Panoramic Radiography QC

Dental radiography is the highest-volume X-ray procedure in the country, yet its quality control is often the least formalized. Intraoral and panoramic units still need documented beam-quality, collimation, exposure-reproducibility, and receptor checks, and the current framework — NCRP Report No. 177, FDA performance standards, and state rules — sets the tolerances a defensible dental QC program has to meet.

Troy Zhou, PhD, DABR, DABSNM August 6, 2024 • 16 min read

Ultrasound Transducer QC: Dead Elements

The ultrasound transducer is the most-handled, most-damaged, and least-tested component in the imaging chain. Dropped probes, delaminated lenses, cracked cables, and dead array elements degrade the image silently, and standard B-mode phantom scanning misses most of it. A defensible transducer QC program combines physical inspection, phantom uniformity, in-air reverberation analysis, and — where available — electronic element testing, at a frequency that reflects how fast probes actually fail.

Jiali Wang, PhD, DABR July 23, 2024 • 16 min read

ACR Digital Mammography Phantom QC

The ACR Digital Mammography Phantom image test is a core quality-control check: technologists and the medical physicist score simulated fibers, speck groups, and masses against defined pass criteria. This guide explains the ACR DM Phantom, how scoring works, why the criteria differ from the legacy screen-film phantom, and how observer variability affects results.

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.

Jiali Wang, PhD, DABR June 4, 2024 • 18 min read

Pediatric Radiography Dose Optimization

Children are smaller and more radiosensitive than adults, so an adult radiographic technique is rarely the right starting point. Optimizing pediatric radiography means matching kVp, mAs, added filtration, grid use, collimation, exposure-index targets, and shielding practice to body size and clinical task — reducing entrance dose while preserving the diagnostic image quality the exam was ordered to provide.

Nick Wellnitz, BS May 21, 2024 • 16 min read

Radiographic Beam Alignment & Collimation QC

Beam alignment and collimation QC confirm that the light field, the x-ray field, and the image receptor agree. When they drift apart, patients receive dose to tissue that is never imaged, edges of anatomy get clipped, and repeat exposures climb. This guide covers the 21 CFR 1020.31 congruence tolerance, the test-tool method, and how a physicist documents it.

Troy Zhou, PhD, DABR, DABSNM May 14, 2024 • 16 min read

Mammography CNR and SDNR Quality Control

Contrast-to-noise ratio (CNR) and signal-difference-to-noise ratio (SDNR) are the core quantitative image-quality metrics in the ACR Digital Mammography QC program. They tie detector signal, noise, and radiation dose together into a single number the medical physicist tracks over time to catch drift before it reaches the reading room.