DSC Perfusion MRI — Clinical Indications, Image Interpretation, and Decision-Making
DSC Perfusion MRI — Clinical Indications, Image Interpretation, and Indication-Specific Decision-Making
MRIninja Knowledge Base | Focus / Deep Dive Page Version 1.0 — April 2026 Companion pages: DSC MR Perfusion Part I (Physical Basis), Part II (Acquisition), Part III (Post-Processing and Reporting)
This page addresses the clinical context in which DSC perfusion is ordered, what the images show in each indication, and how to interpret findings in a clinically actionable way. Post-processing methodology and acquisition parameters are covered in Parts I–III and are not repeated here.
1. The Core Concept: What DSC Detects That Conventional MRI Cannot
DSC perfusion MRI provides quantitative haemodynamic information that is inaccessible on any standard brain MRI sequence. The central parameter is relative cerebral blood volume (rCBV), which reflects microvascular density and angiogenic activity at the tissue level. The other parameters — rCBF, MTT, Tmax, PSR — extend the haemodynamic profile for specific indications.
Conventional MRI, including post-contrast T1 enhancement, provides information about blood-brain barrier (BBB) disruption but not about vascular architecture or blood volume. Gadolinium enhancement occurs wherever the BBB is disrupted, regardless of whether the tissue is viable tumour, radiation necrosis, inflammation, or infarction. DSC perfusion, by measuring the first-pass susceptibility effect of the gadolinium bolus, directly quantifies the microvascular compartment and can distinguish high-vascularity tissue (viable tumour with angiogenesis) from low-vascularity tissue (radiation necrosis, necrotic tumour core, treatment response).
This distinction — vascularity, not just permeability — is the fundamental clinical value of DSC and the reason it is ordered. It is most critical when:
- Conventional MRI is ambiguous about tumour grade, extent, or behaviour
- Treatment has altered the imaging appearance and the question is viability vs. response
- The differential diagnosis includes entities with different vascular signatures (glioblastoma vs. lymphoma, high-grade vs. low-grade glioma)
2. Glioma at Initial Diagnosis: Grading and Characterisation
2.1 The Clinical Question
At initial presentation, the radiological question is: what is the tumour grade, and where is the highest-grade tissue? Both questions have direct implications for biopsy planning (targeting the most aggressive component) and initial treatment decisions. Conventional MRI provides morphological correlates of grade (enhancement, necrosis, mass effect) but cannot reliably grade non-enhancing diffuse gliomas, which represent a substantial proportion of newly diagnosed gliomas.
2.2 What rCBV Shows at Diagnosis
In untreated gliomas, rCBV correlates with microvascular density and the degree of pathological angiogenesis. The relationship is well established across multiple prospective cohorts [1]:
| WHO grade (2021) | Typical nrCBV range | Vascular biology |
|---|---|---|
| Grade 2 IDH-mutant diffuse glioma | 1.0–1.75 × NAWM | Minimal angiogenesis; largely intact BBB |
| Grade 3 IDH-mutant astrocytoma | 1.5–2.5 × NAWM | Moderate angiogenesis; focal BBB disruption |
| Grade 4 GBM (IDH-wildtype) | > 2.0–3.5 × NAWM | Florid angiogenesis; disrupted BBB |
| IDH-mutant oligodendroglioma (any grade) | Often > 2.0 × NAWM | Characteristically high capillary density regardless of WHO grade |
The oligodendroglioma caveat is critical: IDH-mutant, 1p/19q codeleted oligodendrogliomas can show nrCBV > 2.5 even at WHO Grade 2–3, due to their characteristic dense capillary plexus [2]. Elevated rCBV in a diffuse glioma does not confirm Grade 4 — molecular context is essential. A young patient with a non-enhancing frontal lesion and nrCBV 2.4 may have an oligodendroglioma (IDH-mutant, 1p/19q codeleted) rather than a GBM, and this distinction changes the entire management algorithm.
2.3 Protocol Modification at Initial Diagnosis
The DSC acquisition at initial diagnosis uses the standard brain tumour protocol (GRE-EPI, TE 30 ms at 3T, FA 30° or 60°, whole brain coverage, BSW leakage correction). No modification from the standard protocol is required. For sequence-level protocol optimisation, vendor terminology and artefact management, see the dedicated MRIninja page Gradient Echo (GRE/FLASH) Sequence.
The rCBV map should be reviewed alongside conventional sequences to identify:
- The highest-vascularity region within the lesion (biopsy target recommendation)
- Whether non-enhancing T2-hyperintense regions show elevated rCBV (suggesting infiltrative high-grade tissue beyond the enhancing component)
- The spatial relationship between the high-rCBV zone and the surgical approach plan
2.4 What DSC Misses at Initial Diagnosis
DSC cannot provide molecular classification. rCBV elevation does not identify IDH mutation, MGMT methylation, 1p/19q codeletion, or TERT promoter status. DSC is a haemodynamic surrogate for grade-related vascularity, not a genetic biomarker. In the current WHO 2021 classification framework, where glioma grade is determined by molecular criteria rather than histological grade alone, the rCBV-grade relationships established in pre-2021 literature require careful reinterpretation.
3. Post-Treatment Evaluation: The Critical Use Case
This is the indication where DSC has the highest clinical impact and the strongest evidence base. The clinical problem — distinguishing tumour progression from treatment-related changes (pseudoprogression, radiation necrosis) — cannot be resolved by conventional MRI alone and occurs repeatedly throughout the follow-up of every patient with high-grade glioma.
3.1 The Pseudoprogression Problem
Pseudoprogression (PsP) is a treatment-related inflammatory response that produces new or enlarging contrast enhancement and T2/FLAIR changes within 12 weeks of completing chemoradiation — indistinguishable from true tumour progression on conventional MRI. PsP occurs in approximately 20–30% of GBM patients treated with temozolomide-based chemoradiation, and is more common in patients with MGMT-methylated tumours (up to 40–50% in some series) [3]. For sequence-level protocol optimisation, vendor terminology and artefact management, see the dedicated MRIninja page FLAIR Sequence.
Falsely classifying PsP as true progression leads to unnecessary treatment changes (abandoning effective therapy, premature enrolment in salvage trials). Falsely classifying true progression as PsP leads to delayed treatment intensification. The clinical stakes are high, and DSC perfusion is the most validated non-invasive tool for this distinction.
3.2 DSC Perfusion Pattern in Pseudoprogression vs. True Progression
The vascular biology drives the imaging difference: true tumour progression involves active angiogenesis and new microvessel recruitment, producing high rCBV. Pseudoprogression involves inflammatory disruption of the BBB without proportional angiogenesis, producing low to normal rCBV despite prominent enhancement and T2 signal changes.
| Finding | Pseudoprogression | True Progression |
|---|---|---|
| nrCBV | < 1.0 × NAWM (typically 0.3–0.8) | > 1.75 × NAWM |
| PSR | High (> 75–80%) — T1 leakage dominant | Lower (< 65%) — T2* loss dominant |
| Enhancement on T1 | Present and may be growing | Present and growing |
| FLAIR | May be extensive | May be moderate |
| Clinical status | Often preserved | Often deteriorating |
The 2022 systematic review and meta-analysis reported pooled sensitivity 87% and specificity 86% for DSC in distinguishing true progression from treatment effects using rCBV as the primary metric [4]. These values represent the current best-available evidence and establish DSC as a clinically meaningful adjunct to conventional MRI for this indication.
Indeterminate zone (nrCBV 1.0–1.75): this range represents an admixture of viable tumour and treatment effect in varying proportions. In this zone, DSC alone is not diagnostic. Serial imaging at 4–8 week intervals, with integration of MR spectroscopy or amino acid PET when available, is the appropriate management. RANO 2.0 (2024) acknowledges DSC as adjunctive in this context but states it requires further validation before formal incorporation into response criteria [5].
3.3 Radiation Necrosis (Late Treatment Effect)
Radiation necrosis typically occurs 6 months to 2+ years after completion of radiotherapy. It represents coagulative necrosis of white matter within the radiation field, with delayed BBB disruption producing enhancement. On DSC:
- nrCBV is typically very low (< 0.5) or near zero in the necrotic centre, reflecting the absence of functional microcirculation in coagulatively necrotic tissue
- PSR is typically high (> 80%), because T1 shortening from gadolinium in the necrotic extravascular space is the dominant signal change
- The signal-time curve often shows an early signal dip with early and excessive recovery, rather than the sustained shallow recovery of viable tumour
Overlap exists: some cases of radiation necrosis show moderate rCBV elevation due to peripheral inflammatory hyperaemia. This is the source of false-positive DSC in radiation necrosis cases, and it is a recognised limitation of the technique that must be acknowledged in the clinical report [3].
3.4 Pseudoresponse (Bevacizumab Effect)
Bevacizumab (anti-VEGF) produces pseudoresponse — a dramatic reduction in contrast enhancement due to vascular normalisation, without proportional tumour killing. On conventional MRI, bevacizumab-treated patients frequently appear to show striking treatment response, while the non-enhancing T2/FLAIR tumour may be progressing.
DSC rCBV interpretation during bevacizumab therapy does not follow the standard framework. Bevacizumab normalises the pathological tumour vasculature, reducing rCBV values even in actively growing tumours. A falling rCBV during bevacizumab therapy does not confirm treatment response; the T2/FLAIR non-enhancing component is a more important indicator of tumour progression in this setting. DSC should be reported with explicit acknowledgement of bevacizumab treatment and the expected effect on rCBV values.
4. Brain Metastases: New, Indeterminate, and Post-SRS
4.1 New or Indeterminate Lesions
When a new ring-enhancing lesion is identified in a patient with known or suspected systemic cancer, DSC perfusion can contribute to the characterisation of the mass, particularly in distinguishing solitary metastasis from primary glioma or abscess.
Metastases typically show very high rCBV in the enhancing rim (nrCBV often > 2.5–3.0) and normal or low rCBV in the surrounding T2-hyperintense oedema zone (vasogenic oedema, no tumour infiltration). GBM, in contrast, shows elevated rCBV in both the enhancing core and the peritumoral oedema zone — because the T2 halo of GBM contains infiltrative tumour with its own vascular recruitment, not just reactive oedema.
The peritumoral rCBV is the key discriminator:
- Elevated peritumoral rCBV (nrCBV > 0.9–1.0 in the oedema zone): strongly suggests GBM rather than metastasis. Tumour infiltration is extending beyond the visible enhancement.
- Low peritumoral rCBV (nrCBV < 0.9 in the oedema zone): consistent with vasogenic (non-infiltrative) oedema around a metastasis.
A retrospective study of 74 solitary enhancing lesions (27 GBM, 30 metastases, 17 PCNSL) documented that the maximum peritumoral rCBV cut-off of 0.98 achieved an area under the ROC curve of 0.94 for distinguishing GBM from metastasis [6].
4.2 Post-Stereotactic Radiosurgery (SRS) Follow-Up
After SRS for brain metastases, new or enlarging enhancement can represent radiation necrosis or metastasis progression. DSC perfusion applies the same framework as for post-chemoradiation glioma: nrCBV ≥ 1.75 favours true progression; nrCBV < 1.0 favours radiation necrosis [7]. A 2022 AJNR study confirmed that fractional tumour burden (FTB) based on rCBV ≥ 1.75 was the strongest discriminator in a series of SRS-treated brain metastases, outperforming mean rCBV [7].
Limitations specific to brain metastases post-SRS:
- Very small lesions (< 8–10 mm) are affected by partial volume averaging with surrounding normal brain, reducing rCBV reliability
- Multiple concurrent treated lesions require individual assessment; generalisation from one lesion to the whole examination is not appropriate
- Brain location matters: posterior fossa lesions are poorly assessed by GRE-EPI due to susceptibility artefacts at the skull base
5. Primary CNS Lymphoma: The Low-rCBV High-PSR Signature
Primary CNS lymphoma (PCNSL) has a characteristic DSC perfusion signature that makes it one of the most diagnostically useful applications of the technique for differential diagnosis. Its vascular biology is fundamentally different from high-grade glioma: PCNSL grows in an angiocentric pattern that compresses and disrupts existing vessels rather than recruiting new angiogenic microvasculature.
5.1 The DSC Signature of PCNSL
| Parameter | PCNSL | GBM | Implication |
|---|---|---|---|
| nrCBV | Low: typically 0.9–1.5 × NAWM | High: typically 2.5–4.0 × NAWM | Low rCBV in densely enhancing mass is characteristic of PCNSL |
| PSR | Very high: > 150–180% (above baseline) | Normal to high: 80–95% | PSR >> 100% indicates T1-dominant leakage without proportional T2* signal loss |
| Enhancement on T1 | Avid, homogeneous | Heterogeneous with necrosis | Morphological difference reinforces the DSC finding |
| ADC | Low (restricted diffusion) | Mixed, often high in necrosis | DWI complements DSC for PCNSL characterisation |
A large institutional series (n = 700 patients including 86 PCNSL, 435 HGG, 80 metastases) demonstrated mean nrCBV of 1.1 for PCNSL vs. 3.9 for HGG and 3.0 for metastases [8]. PSR > 110% achieved 98% sensitivity and 99% specificity for PCNSL diagnosis in this series — the highest diagnostic accuracy of any single DSC parameter for this indication [8].
A meta-analysis of 14 studies comparing DSC perfusion for HGG vs. PCNSL differentiation demonstrated that low rCBV reliably distinguishes PCNSL from GBM, supporting DSC as a useful pre-biopsy differential diagnosis tool [9].
5.2 Clinical Utility: When DSC Helps Most
DSC perfusion is most useful for PCNSL when:
- A densely enhancing periventricular or deep white matter mass is found in an immunocompetent patient without known systemic lymphoma
- Steroid therapy has already been administered (steroids can cause dramatic regression of PCNSL on conventional MRI — "vanishing tumour" — but the characteristic low-rCBV signature may persist even after partial steroid response)
- The patient has a contraindication to brain biopsy and a non-invasive characterisation is required for empirical treatment decisions
The critical caveat: steroid-treated PCNSL may show altered PSR and rCBV as the tumour partially regresses. Ideally, DSC perfusion should be obtained before any steroid administration if PCNSL is suspected.
Immunocompromised patients: the distinction between PCNSL and CNS toxoplasmosis on conventional MRI is challenging. DSC may provide additional information (toxoplasmosis shows very low rCBV; PCNSL shows low-to-normal rCBV), but the overlap is substantial and empirical antitoxoplasmosis therapy remains the standard first step in HIV-positive patients.
6. Atypical and Aggressive Meningioma
Meningiomas represent approximately 36% of primary brain tumours. The large majority (WHO Grade 1, ~80%) are benign and managed conservatively or with surgery alone. Atypical (WHO Grade 2, ~17%) and anaplastic (WHO Grade 3, ~2–3%) meningiomas have higher recurrence rates and may require adjuvant radiotherapy. Preoperative grading affects surgical planning and consent.
6.1 DSC in Meningioma: What It Shows
Meningiomas are highly vascular tumours with absent blood-brain barrier and prominent dural supply. Their DSC signal-time curves are distinctive: the signal dip is followed by incomplete or absent signal recovery (flat or rising post-bolus curve), reflecting continuous gadolinium leakage into the extravascular space of a tumour with no BBB.
This means that uncorrected rCBV from the first-pass curve in meningiomas may be unreliable due to T1 leakage effects. This is a well-recognised limitation [10]. When leakage correction is applied, absolute rCBV values in meningiomas are often very high (nrCBV 8–15 × NAWM) regardless of grade, because all meningiomas are intrinsically hypervascular [11].
The DSC parameter with the most clinical utility in meningioma grade assessment is not rCBV alone, but the combination of rCBV with the type of blood supply (dural vs. pial):
- Benign meningiomas are supplied predominantly by dural branches of the external carotid artery — no BBB, flat signal-time curve
- Higher-grade meningiomas tend to parasitise pial arteries as they enlarge — these pial feeders have a BBB and show greater signal recovery on the DSC curve
A prospective study of 22 patients demonstrated that rCBV and rCBF were significantly higher in atypical/anaplastic meningiomas compared to benign types (P < 0.001 and P = 0.005 respectively), while MTT did not differ significantly [12]. However, the overlap between grades is substantial, and earlier smaller series found no significant difference in parenchymal rCBV between benign and atypical types [10].
6.2 Practical Role of DSC in Meningioma
The clinical value of DSC in meningioma is:
- Limited for grading benign (Grade 1) vs. atypical (Grade 2) by rCBV alone — overlap is too great for reliable discrimination
- Useful for distinguishing meningioma from other extra-axial or dural-based lesions (dural metastases, solitary fibrous tumour/haemangiopericytoma) when the DSC curve morphology and rCBV are combined with morphology
- Adjunctive in post-treatment follow-up to assess recurrence vascularity after surgery and radiotherapy
DCE perfusion (measuring Ktrans as a permeability index) has shown stronger discrimination between atypical and benign meningioma than DSC in some series [13], because permeability differences are more readily quantified than blood volume differences in this tumour type. When meningioma grading is the specific clinical question, DCE may be more informative than DSC.
7. Low-Grade Glioma: Grading, Risk Stratification, and Malignant Transformation
7.1 Why DSC Matters in Low-Grade Glioma
Low-grade gliomas (IDH-mutant, Grade 2) are non-enhancing on standard MRI and appear deceptively quiescent. However, they are not uniform: some harbour a more aggressive biology that will progress rapidly, while others remain stable for years. Conventional MRI cannot stratify this risk. DSC rCBV provides the single most validated pre-treatment imaging marker of biological aggressiveness in non-enhancing gliomas [1, 14].
A non-enhancing diffuse T2-hyperintense lesion with nrCBV > 1.75 in a young adult should be approached as potentially Grade 3 or harbouring an oligodendroglioma component, regardless of the absence of enhancement. The highest-rCBV region is the appropriate biopsy target.
7.2 Monitoring for Malignant Transformation
Serial DSC imaging in follow-up of Grade 2 gliomas can detect malignant transformation before conventional MRI shows enhancement. A rising rCBV on serial studies — even without new enhancement — indicates progressive angiogenesis that may precede the radiographic appearance of high-grade transformation by weeks to months. This is one of the most clinically valuable uses of serial DSC in glioma management.
Practical threshold for concern: nrCBV increasing from a baseline of < 1.5 to > 2.0 on serial studies, or a focal hot spot appearing in a previously uniform low-rCBV lesion, should prompt clinical reassessment and consideration of repeat biopsy or treatment modification [14].
8. Situations Where DSC Is Useful But Not Mandatory
8.1 Paediatric Brain Tumours
DSC perfusion provides the same haemodynamic information in paediatric tumours as in adults. The principal indication is the same: distinguishing high-grade from low-grade lesions and assessing treatment response. However, important differences apply:
- Pilocytic astrocytoma (WHO Grade 1, by far the most common paediatric brain tumour) characteristically shows very high rCBV — often > 3.5 × NAWM — despite being a biologically benign tumour. This is because pilocytic astrocytomas have abnormally permeable vessels that produce T1-dominant leakage effects and large rCBV values on uncorrected maps. BSW-corrected rCBV in pilocytic astrocytoma shows T1-dominant leakage (positive K₂ on the BSW map), in contrast to high-grade glioma, which shows T2*-dominant leakage (negative K₂) [15].
- The rCBV thresholds validated in adult glioma are not directly transferable to paediatric tumour biology. Dedicated paediatric validation series are limited [15].
- Sedation or general anaesthesia in younger children affects the feasibility of motion-sensitive DSC acquisitions.
For these reasons, DSC is used in paediatric neuro-oncology but should be interpreted with awareness of the different K₂ leakage signature in low-grade paediatric tumours. The combination of rCBV and K₂ leakage direction (T1-dominant vs. T2*-dominant) is particularly informative in the paediatric context.
8.2 Known Stable Tumours in Routine Follow-Up
For patients with confirmed grade and stable imaging on serial conventional MRI, adding DSC to every follow-up scan is generally not warranted. DSC should be reserved for:
- Episodes of unexpected new enhancement, new symptoms, or radiological change
- The post-chemoradiation window (first 12 months), where pseudoprogression risk is highest
- Transition from standard care to salvage therapy planning
The addition of DSC to every routine follow-up scan increases gadolinium exposure, scan time, and post-processing burden without proportional diagnostic benefit in clinically stable patients.
9. Image and Results Interpretation: A Practical Guide
9.1 What to Look at First: The Signal-Time Curve
Before interpreting perfusion maps, the technologist or radiologist should review the signal-time curves in a representative normal white matter region. A valid DSC acquisition shows:
- A clear signal dip of approximately 15–35% below baseline in normal white matter during first pass
- A relatively clean recovery to near-baseline after the dip
- A smooth, Gaussian-shaped dip without spikes or step changes
A flat curve (< 5% signal dip) indicates: slow injection, failed IV access, incorrect TE, or patient motion. Maps derived from a flat curve are non-diagnostic and unreliable.
9.2 Colour Map Display Conventions
Most DSC platforms display rCBV as a colour overlay on a greyscale anatomical reference (typically the mean pre-contrast EPI image or the co-registered post-contrast T1):
- Cool colours (blue/purple): low rCBV (< 1.0 × NAWM) — radiation necrosis, normal white matter, cystic regions, necrotic tumour core
- Warm colours (yellow/orange/red): high rCBV (> 1.75–2.0 × NAWM) — viable tumour, high-grade angiogenesis
- The colour scale window and level must be verified before interpretation: the same colour may represent nrCBV 1.5 or 3.0 depending on the window setting. Always check the numerical value of the rCBV, not just the colour.
Physiologically expected high-rCBV structures — choroid plexus, pituitary, dural sinuses, and large cortical vessels — should not be interpreted as pathological. They should be recognised and mentally excluded from the diagnostic assessment.
9.3 ROI Placement: The Practical Rules
For tumour rCBV measurement:
- Place the ROI in the highest-rCBV region within the enhancing lesion (the "hot spot"), using a small circular ROI of 5–10 pixels
- Avoid necrosis (dark on rCBV map), large vessels (artefactually elevated), and regions with signal dropout artefact
- For the normalisation reference, place the NAWM ROI in the contralateral centrum semiovale, away from cortex, sulci, and any prior treatment changes
- On serial studies, use the same anatomical location for the reference ROI on every examination
- For peritumoral assessment (GBM vs. metastasis), place a separate ROI in the non-enhancing T2-hyperintense oedema zone of the ipsilateral hemisphere
9.4 Integrating DSC with Conventional MRI: The Complete Picture
DSC perfusion is never interpreted in isolation. The complete assessment requires simultaneous review of:
- Post-contrast T1 (extent and morphology of enhancement)
- T2/FLAIR (non-enhancing tumour component, oedema extent)
- DWI/ADC (restricted diffusion in PCNSL, necrosis, ischaemia)
- DSC rCBV and PSR maps
A common and avoidable error is reporting DSC findings without visible correlation to the specific anatomical abnormality on conventional MRI. The report should state which region was sampled, where it is anatomically located, and whether the DSC finding is concordant or discordant with the conventional MRI appearance.
10. Summary: When to Order DSC — Decision Table
| Clinical scenario | DSC indication | Expected finding | Evidence level |
|---|---|---|---|
| Newly diagnosed non-enhancing glioma | Grade and biopsy target | nrCBV < 1.75 = lower grade; > 1.75 = higher grade or oligodendroglioma | Moderate [1] |
| Newly diagnosed enhancing glioma | Grade and vascularity mapping | High rCBV confirms high-grade; regional heterogeneity guides biopsy | Moderate [1] |
| Post-chemoradiation new enhancement (< 12 weeks) | PsP vs. true progression | nrCBV < 1.0 = PsP likely; > 1.75 = progression likely | Moderate-High [4] |
| Post-chemoradiation new enhancement (> 6 months) | Radiation necrosis vs. tumour | Same rCBV thresholds; low PSR favours necrosis | Moderate [3] |
| Suspected brain metastasis vs. GBM | Primary vs. secondary | Peritumoral rCBV high = GBM; low = metastasis | Moderate [6] |
| Post-SRS treated metastasis with new enhancement | Necrosis vs. progression | nrCBV > 1.75 = progression; < 1.0 = necrosis | Moderate [7] |
| Ring-enhancing mass, PCNSL suspected | Differential diagnosis | Low rCBV + very high PSR = PCNSL | Moderate-High [8, 9] |
| Low-grade glioma follow-up, clinical change | Malignant transformation | Rising rCBV from baseline = transformation | Moderate [14] |
| Bevacizumab therapy, new enhancement | Assess tumour viability | Standard rCBV thresholds unreliable | Expert consensus |
| Paediatric brain tumour | Grade characterisation | K₂ direction + rCBV (T1 dominant in pilocytic = low-grade) | Moderate [15] |
12. Evidence-Based References
A. Guidelines / Consensus / Society Recommendations
B. Systematic Reviews / Meta-Analyses
C. Important Original Studies
D. Technical MRI Papers
E. Landmark Historical References
End of Focus Page — DSC Perfusion MRI Clinical Indications, Interpretation and Decision-Making — MRIninja v1.1 — May 2026
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