Brain MRI
Brain MRI read: stroke, tumours, MS lesions, aneurysms, atrophy and ARIA in one result.
Whole-body MRI read: myeloma marrow infiltration and bone metastasis burden, with response.
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Whole-body MRI reads skeleton-wide studies acquired in several stations with T1 Dixon, STIR or T2 and diffusion-weighted imaging. These are long specialist reads: hundreds of slices per sequence, diffuse and focal disease side by side, and response judged region by region against a previous study.
The run reads the bone marrow in two disease frames. For multiple myeloma it separates focal lesions from diffuse marrow infiltration, counts the focal lesions and, with a prior, assigns a response category. For metastatic prostate cancer it maps the bone metastasis burden region by region and, with a prior, classifies the response of each region. Dixon fat and water images and the ADC map are read together, since fat fraction and diffusion each show a different side of marrow disease.
Decision support for physicians reporting whole-body MRI in haematology and oncology pathways: a structured, region-based read that follows the reporting system of each disease and keeps lesion counts and response categories consistent between visits. Every finding comes with its location and evidence.
Oncological and musculoskeletal radiologists who report WB-MRI, haematologists managing myeloma and smouldering myeloma, and uro-oncologists following metastatic prostate cancer. Researchers use the structured burden and response data in clinical trials.
prior_files for response assessment.| Requirement | Why |
|---|---|
| T1 Dixon (fat and water images) | Marrow fat replacement and fat fraction |
| DWI with ADC | Cellular marrow lesions and diffuse infiltration |
| STIR or T2 | Marrow oedema and lesion conspicuity |
| Prior study of the same protocol | Response categories in both sections |
A study missing DWI or Dixon is reported with the missing sequence named rather than read on partial information.
The diagnosis (myeloma, smouldering myeloma, prostate cancer), treatment dates and the date of the previous study go in
clinical_context; they decide which reporting frame the result emphasises.
| Section | Content |
|---|---|
| Myeloma | Focal and diffuse marrow infiltration, focal lesion count, response category against the prior |
| Bone metastases | Bone metastasis burden by region, response against the prior |
| Draft report | Opt-in (options.report): an English narrative that interprets the result for the reader (findings, impression, limitations); every number is checked against the findings |
WB-MRI is often repeated to assess response. Both sections match lesions and regions to the prior and report change per region, which is where mixed response (some regions improving, others progressing) becomes visible.
One run returns every section its input supports.
Brain MRI
Brain MRI read: stroke, tumours, MS lesions, aneurysms, atrophy and ARIA in one result.
Prostate MRI
Prostate MRI read: PI-RADS v2.1 lesions, sector map, PSA density and fusion-biopsy targets.
Spine MRI
Spine MRI read: a graded level table, cord measurements and red flags in Fardon 2014 terms.
Abdominal MRI
Abdominal MRI read: liver fat and iron, LI-RADS, MRCP, pancreatic cysts, Bosniak and kidney volume.
Breast MRI
Breast MRI read: enhancing lesions, kinetics, BI-RADS assessment, BPE, FGT and implant integrity.
Cardiac MRI
Cardiac MRI read: ventricular function, scar, T1/T2/ECV mapping, flow and strain per AHA segment.