MRI reconstruction hallucinations: a clinical trial warning
The vendor deck always shows the same slide. A 60-minute brain MRI collapsing into a sub-15-minute acquisition. Throughput up, cost down, radiologist productivity liberated.
Bridging neuroimaging software and clinical practice.
The vendor deck always shows the same slide. A 60-minute brain MRI collapsing into a sub-15-minute acquisition. Throughput up, cost down, radiologist productivity liberated.
A diffusion MRI scan can show that white matter is abnormal without revealing which pathways are responsible for the change. The…
MRI metadata loss in PACS is rarely a pixel problem. The image arrives. The series opens. The anatomy is visible. Yet the…
Nine out of thirty-one. That is the number that should make every epilepsy imaging program take a second look at what 7T MRI is…
Arterial spin labeling can quantify cerebral blood flow without an injected contrast agent, but the number that emerges from an…
MRI acceleration begins with a physical compromise: acquire fewer samples in k-space, then reconstruct the missing information…
A growing share of presurgical fMRI reads come back to the tumor board with a quiet disclaimer: activation absent, eloquent…
A PACS can know exactly which MRI study a workstation needs and still fail to deliver it for a deceptively simple reason: the…
At 7T, head motion is not a minor nuisance added to an otherwise stable acquisition. It perturbs the coordinate system in which…
Two 3T scanners. The same field strength. Native T1 values that diverge by more than 60 milliseconds between sites: one machine…
A cortical thickness pipeline can produce a complete, visually convincing dataset while still misrepresenting the cortex in a…
MRI rendering latency is rarely a single network problem. It is a chain failure. The study leaves storage, crosses a transport…
Consider a composite acceptance-test scenario. The hybrid system has passed installation, the RF cage has been signed off, and…
A change in tumor enhancement can look persuasive on a color-coded DCE-MRI map and still be too small, too unstable, or too…
HL7 FHIR integration in radiology PACS environments fails for a structural reason: the systems do not represent the same object…
There is a particular kind of disappointment that arrives, quietly, when a longitudinal neuroimaging study is interrupted…
A QSM biomarker can look impressively stable in a phantom and still become annoyingly slippery once it enters a real multi-center…
A brain MRI can contain the anatomical answer a clinician needs and still be difficult for software to interpret. The challenge…
Diffusion tensor imaging detects axonal damage through directional water mobility, not through direct visualization of individual…
A clinical trial can have a carefully written consent form, a controlled research repository, and a sophisticated MRI analysis…
A conventional superconducting MRI system stores roughly 1,500 liters of liquid helium in an open bath around the magnet coils. A…
Bridging neuroimaging software and clinical practice.