Radiation Pneumonitis After Breast Cancer Radiotherapy: CT Imaging Findings, Differential Diagnosis, Treatment, and Prognosis

Clinical Hook

A 55-year-old woman presents to the emergency department with persistent cough, fever, and dyspnea several weeks after treatment for breast cancer.

At first glance, the clinical presentation may suggest ordinary pneumonia.

But the chest CT tells a different story.

Instead of a random or bronchocentric pulmonary opacity, the abnormality is concentrated in the portion of the right lung corresponding to the radiation treatment field, with ground-glass opacity, interstitial change, architectural distortion, and localized volume loss.

This is the imaging pattern that should immediately raise the possibility of radiation pneumonitis.

The case provided for this review describes a 55-year-old woman with invasive ductal carcinoma of the right breast who underwent breast-conserving surgery, regional radiotherapy, and chemotherapy. Four weeks after treatment, she developed persistent cough, fever, and dyspnea. CT demonstrated abnormalities in the right upper lung corresponding to the irradiated region.

The key radiologic question is therefore not simply:

“Is there pneumonia?”

It is:

“Why is the lung abnormality located exactly here?”

That question is often more diagnostically useful than the presence of GGO or consolidation itself.


Learning Objectives

After reading this article, readers should be able to:

  1. Recognize the clinical setting of radiation pneumonitis after breast cancer radiotherapy.

  2. Identify the characteristic CT findings of radiation-induced lung injury.

  3. Understand why radiation-field correlation is one of the most important diagnostic clues.

  4. Distinguish radiation pneumonitis from infection, drug-induced pneumonitis, pulmonary embolism, lymphangitic carcinomatosis, and metastases.

  5. Understand the relationship between radiation pneumonitis and later radiation fibrosis.

  6. Interpret dose-volume parameters such as V5, V20, and mean lung dose.

  7. Understand the role of CT, multiplanar reconstruction, and treatment-plan correlation.

  8. Recognize atypical patterns such as organizing pneumonia and radiation recall pneumonitis.

  9. Understand the principles of treatment and follow-up.

  10. Consider how AI could assist future radiation-induced lung injury workflows.


Clinical Case

A 55-year-old woman with right breast invasive ductal carcinoma underwent breast-conserving surgery followed by localized radiation therapy and chemotherapy.

Four weeks after treatment, she presented with:

  • Persistent cough

  • Fever

  • Dyspnea

Chest examination did not reveal a striking abnormality.

However, chest CT demonstrated pulmonary abnormalities in the right upper lung corresponding to the radiation treatment region, including ground-glass and fibrotic changes with localized volume loss and architectural distortion.

The combination of:

recent radiotherapy + compatible timing + respiratory symptoms + field-conforming CT abnormality

makes radiation pneumonitis the leading consideration.

The original case identifies the final diagnosis as radiation pneumonitis.


What Is Radiation Pneumonitis?

Radiation pneumonitis is an inflammatory manifestation of radiation-induced lung injury (RILI) occurring after exposure of lung tissue to therapeutic radiation.

RILI is commonly conceptualized as a continuum:

Radiation exposure → inflammatory lung injury → radiation pneumonitis → radiation fibrosis

The acute/subacute inflammatory phase and chronic fibrotic phase overlap biologically, but their clinical and imaging manifestations differ.

A major practical point is that the lung does not necessarily become abnormal immediately after radiation therapy.

The timing matters.

The provided case describes symptoms approximately four weeks after radiotherapy, which is compatible with the early post-radiation clinical setting. Breast cancer series have also demonstrated that CT-detected radiation-related abnormalities can be considerably more frequent than symptomatic pneumonitis.


Why Does Radiation Pneumonitis Occur?

Ionizing radiation produces cellular and endothelial injury within the irradiated tissue.

The chronic phase involves profibrotic signaling, including pathways involving transforming growth factor-β, collagen deposition, and tissue remodeling.

This explains why the radiologic appearance can evolve from inflammatory GGO or consolidation toward volume loss, architectural distortion, traction bronchiectasis, and fibrosis.


Why the Radiation Field Matters So Much

This is perhaps the single most important imaging principle in this case.

Ordinary infectious pneumonia tends to follow recognizable anatomic or airway-related patterns.

Radiation-induced injury, in contrast, often reflects the geometry of the radiation treatment field.

Therefore, a radiologist should ask:

Does the pulmonary abnormality conform to the radiation field?

If the answer is yes, the probability of radiation-induced injury increases substantially.

The 2021 British Journal of Radiology study specifically evaluated CT manifestations of acute radiation pneumonitis after breast cancer radiotherapy. In that study, CT-detected abnormalities were much more common than symptomatic pneumonitis, and GGO and consolidation constituted the principal CT patterns.

The original case similarly emphasizes the spatial relationship between the right lung abnormality and the radiation field.


CT Findings of Radiation Pneumonitis

1. Ground-Glass Opacity

GGO is one of the most important early CT manifestations.

Inflammatory injury increases pulmonary attenuation while allowing underlying vessels and bronchial structures to remain partially visible.

In breast cancer patients, CT-detected GGO may occur without severe clinical symptoms. Therefore:

GGO ≠ automatically severe radiation pneumonitis.

Clinical severity must be assessed separately.


2. Consolidation

More pronounced alveolar injury may produce consolidation.

However, the mere presence of consolidation is nonspecific.

The more important question is:

Where is the consolidation?

A consolidation conforming to the radiation field is much more suggestive of radiation-induced injury than an unrelated lobar consolidation elsewhere.

The supplied case emphasizes that radiation pneumonitis can produce GGO and consolidation with a geographic distribution corresponding to the treatment field.


3. Geographic Distribution

Radiation pneumonitis frequently demonstrates a geographic or field-conforming distribution.

This may appear unusual when compared with ordinary infectious pneumonia because the boundary may correspond to the geometry of radiation delivery rather than a conventional bronchopulmonary segment.

This is why reviewing the radiation treatment plan can be extremely valuable.


4. Volume Loss

Volume loss becomes increasingly important as radiation-induced injury evolves toward fibrosis.

In the present case, localized volume loss accompanies the pulmonary abnormality.


5. Architectural Distortion

Architectural distortion indicates alteration of normal pulmonary anatomy.

Associated findings may include:

  • Parenchymal bands

  • Traction bronchiectasis

  • Volume loss

  • Pleural/subpleural thickening

  • Fibrotic change

These findings are particularly useful when assessing chronic radiation-induced changes.


Figure 1. Axial CT

Figure 1. Axial lung-window CT demonstrating radiation-field-conforming pulmonary abnormality.

The supplied case describes linear and reticular interstitial abnormalities in the peripheral right upper lung corresponding spatially to the radiation treatment region.

Radiologic interpretation

The critical finding is not simply the presence of interstitial opacity.

It is the spatial concordance between the abnormal lung and the irradiated field.

Imaging Pearl

Radiation-field conformity can be more diagnostically informative than the specific CT morphology.


Figure 2. Coronal CT

Figure 2. Coronal reconstruction demonstrating the longitudinal extent of radiation-associated pulmonary abnormality.

Coronal reconstruction can make the relationship between the abnormal lung and the radiation field easier to appreciate than axial images alone. The supplied case specifically emphasizes the value of coronal and sagittal multiplanar reconstruction.

Why MPR Matters

Radiation treatment is inherently three-dimensional.

Therefore, evaluation should not be restricted to axial images.

A practical approach is:

Axial → Coronal → Sagittal → Radiation treatment plan

This can provide a more complete understanding of disease distribution.


Radiation Pneumonitis vs Radiation Fibrosis

One of the most important interpretive distinctions is whether the patient is predominantly in the inflammatory phase or the chronic fibrotic phase.

FeatureRadiation PneumonitisRadiation Fibrosis
PhaseAcute/subacuteLate/chronic
GGOCommonMay persist
ConsolidationCommonMay evolve into fibrosis
Volume lossVariableMore characteristic
Architectural distortionMay developCommon
Traction bronchiectasisPossibleMore common
Main processInflammationFibrotic remodeling
Steroid responsivenessPotentially usefulLimited once established

The supplied case appropriately stresses that radiation pneumonitis and established radiation fibrosis should not simply be labeled as the same process.


How Common Is It?

Modern radiation techniques have reduced clinically significant pulmonary toxicity.

Importantly, however:

Radiologic radiation change is more common than symptomatic radiation pneumonitis.

In a 61-patient breast cancer CT study, 37.7% had no CT evidence of acute RP, while 13.1% had Grade 1 changes, 44.3% had Grade 2 changes, and 4.9% had Grade 3 changes; only one patient developed symptomatic RP.

This distinction is clinically important.

A CT abnormality does not automatically mean that the patient has severe symptomatic radiation pneumonitis.


Radiation Dose: Why Dose Alone Is Not Enough

Radiation toxicity depends on more than total prescribed dose.

Important factors include:

  • Total dose

  • Dose per fraction

  • Irradiated lung volume

  • Mean lung dose

  • V5

  • V10

  • V20

  • V30

  • Treatment technique

  • Regional nodal irradiation

  • Baseline pulmonary status

  • Concomitant systemic therapy

The supplied case correctly emphasizes the importance of dose-volume relationships.

A useful conceptual equation is:

Toxicity risk ≠ total dose alone

Instead:

Toxicity risk ≈ dose + irradiated volume + patient susceptibility + treatment context

Dose-volume histogram analysis therefore provides information that cannot be obtained from the prescription dose alone.


What About V20 and Mean Lung Dose?

V20 represents the percentage of lung receiving at least 20 Gy.

Mean lung dose represents the average radiation dose delivered to the lung volume being analyzed.

These parameters are widely used in radiation oncology to characterize pulmonary exposure.

However, an important editorial correction is necessary:

A numerical threshold should not be interpreted as a universal diagnostic cutoff for an individual patient.

Different treatment techniques, fractionation schedules, contouring methods, and patient populations can produce different risk relationships.

Recent breast cancer imaging research has also demonstrated associations between chronic CT changes and multiple dose-volume parameters, including V5, V20, V30, and V40.


Differential Diagnosis

A post-radiotherapy patient with cough, fever, dyspnea, and GGO requires a structured differential diagnosis.

DiagnosisTypical Imaging PatternKey Clue
Radiation pneumonitisGGO/consolidationRadiation-field conformity
Bacterial pneumoniaLobar/segmental consolidationAirway/infectious distribution
Viral pneumoniaMultifocal/bilateral GGOOften diffuse or bilateral
Drug-induced pneumonitisGGO, OP, NSIP and other ILD patternsDrug exposure + timing
Lymphangitic carcinomatosisSeptal thickening, nodularityTumor progression
Pulmonary metastasesMultiple nodulesHematogenous spread
Pulmonary embolismUsually nonspecific parenchymal findingsVascular abnormality on CTPA
Cardiogenic edemaGGO, septal thickening, effusionsCardiac/hemodynamic context

The original case highlights these differential diagnoses and emphasizes that infection and tumor progression should not be overlooked.


Radiation Pneumonitis vs Drug-Induced Pneumonitis

This is one of the most important practical distinctions in modern breast cancer imaging.

Breast cancer treatment may involve:

  • Chemotherapy

  • HER2-targeted therapy

  • Endocrine therapy

  • Immunotherapy

  • Other systemic agents

Some of these therapies can cause drug-associated interstitial lung disease.

The key imaging distinction is often:

Radiation pneumonitis → localized and field-conforming

versus

Drug-induced pneumonitis → often more diffuse and non-field-conforming

But this is not absolute.

A patient may have both radiation-induced and drug-induced lung injury.

The 2024 Korean Journal of Radiology review specifically emphasizes this diagnostic overlap and also describes radiation recall pneumonitis and radiation-induced organizing pneumonia as important atypical patterns.


An Important Exception: Radiation Recall Pneumonitis

Not every radiation-related pneumonitis occurs immediately after radiotherapy.

Radiation recall pneumonitis is an inflammatory reaction that develops within a previously irradiated field after exposure to a triggering systemic agent.

This distinction matters because the timeline can be misleading.

A patient may have completed radiotherapy months earlier and subsequently develop a new field-conforming opacity after a drug exposure.

Therefore, when evaluating a new pulmonary abnormality, ask:

  1. When was radiation delivered?

  2. When did the pulmonary abnormality appear?

  3. What systemic drugs were given?

  4. Was there a recent medication change?

  5. Does the abnormality conform to the previous radiation field?


Another Important Exception: Organizing Pneumonia

Radiation-associated organizing pneumonia can occur outside the radiation field.

This is an important reason not to use:

“Outside the field = impossible”

as a diagnostic rule.

Instead:

Field-conforming disease strongly supports classic radiation pneumonitis, but atypical radiation-related syndromes exist.

This distinction is particularly important in patients whose CT abnormalities migrate or appear in the contralateral lung.


Is MRI Useful?

MRI is not the routine first-line modality for evaluating pulmonary parenchymal radiation injury.

Chest CT remains the principal imaging modality.

Thin-section CT and multiplanar reconstruction provide excellent visualization of:

  • GGO

  • Consolidation

  • Fibrotic bands

  • Architectural distortion

  • Traction bronchiectasis

  • Volume loss

  • Pleural changes

The supplied case appropriately identifies CT as the primary modality and MRI as a secondary modality for selected problems rather than the routine test for radiation pneumonitis.


Treatment

Treatment depends primarily on clinical severity.

Asymptomatic or Mild Disease

Patients with limited radiologic changes and minimal symptoms may require:

  • Clinical observation

  • Follow-up imaging

  • Pulmonary function assessment when appropriate

  • Evaluation for alternative causes

Not every radiologic radiation change requires systemic corticosteroids.

Symptomatic Disease

Clinically significant radiation pneumonitis may be treated with corticosteroids after appropriate assessment for infection and other competing diagnoses.

The supplied case describes systemic corticosteroid treatment followed by gradual tapering.

The exact regimen should be individualized according to:

  • Severity

  • Oxygenation

  • Pulmonary function

  • Infection risk

  • Comorbidities

  • Response to treatment

Radiation-induced lung injury reviews similarly emphasize that treatment of acute pneumonitis depends on clinical severity and that corticosteroids are commonly effective in symptomatic disease.


Why Is Steroid Tapering Important?

Abrupt discontinuation after clinical improvement can be problematic in patients receiving prolonged corticosteroid therapy.

The original case emphasizes gradual tapering because symptoms can recur during dose reduction.

However, treatment should never be reduced to the simplistic formula:

“GGO = steroid.”

The correct sequence is:

Clinical severity → alternative diagnoses → infection assessment → treatment decision → response monitoring → individualized taper


Prognosis

Most mild cases have a favorable clinical course.

However, some patients develop persistent or chronic fibrotic abnormalities.

Potentially relevant factors include:

  • Irradiated lung volume

  • Mean lung dose

  • Dose-volume parameters

  • Baseline pulmonary function

  • Pre-existing interstitial lung disease

  • Smoking history

  • Systemic therapy

  • Radiation field

  • Clinical severity

The supplied case emphasizes these prognostic considerations.

The key distinction is:

Inflammation may improve. Established fibrosis may persist.


The Radiologist's Six Questions

When reading a chest CT in a patient who recently underwent breast radiotherapy, ask:

1. When was radiation therapy performed?

Timing establishes the clinical context.

2. Where is the abnormality?

Is it located within the irradiated lung?

3. Does the morphology fit?

Look for:

  • GGO

  • Consolidation

  • Interstitial opacity

  • Fibrotic bands

  • Architectural distortion

4. Does the distribution conform to the radiation field?

This is often the most useful question.

5. Could another disease explain it better?

Consider:

  • Infection

  • Drug-induced pneumonitis

  • PE

  • Tumor progression

  • Lymphangitic carcinomatosis

  • Cardiogenic edema

6. Is this inflammation or established fibrosis?

This determines the clinical interpretation and follow-up strategy.


AI Perspective: Where Could Artificial Intelligence Help?

Radiation pneumonitis is an interesting future application for medical AI because diagnosis requires more than recognizing an opacity.

The critical information is spatial and temporal.


Foundation Models

Medical foundation models may eventually support multimodal interpretation by integrating imaging with clinical and treatment information.

The key challenge is not simply detecting GGO.

It is understanding:

“Is this GGO located where radiation was delivered?”


Vision AI

Computer vision algorithms could potentially identify:

  • GGO

  • Consolidation

  • Fibrotic bands

  • Volume loss

  • Traction bronchiectasis

  • Pleural changes

Automated segmentation could then quantify abnormal lung volume.


Dose-Image Registration

A particularly valuable future application would be registration of:

radiation dose map ↔ CT anatomy

This could allow AI to quantify the relationship between dose distribution and observed pulmonary injury.

Rather than reporting only:

“Right upper-lobe GGO.”

an AI system could potentially report:

“Pulmonary opacity spatially overlaps the high-dose region and demonstrates interval evolution compatible with radiation-associated injury.”

Such an output would be much closer to clinical reasoning.


Future AI Workflow


This is a more realistic clinical AI direction than attempting to replace the radiologist with a single image classifier.


Clinical Pearls

  1. Radiation-field conformity is one of the strongest imaging clues.

  2. GGO is a common CT manifestation of acute radiation-induced injury.

  3. Consolidation can occur and should be interpreted according to its distribution.

  4. CT abnormalities can be much more common than symptomatic radiation pneumonitis.

  5. Radiation pneumonitis and radiation fibrosis represent different phases of radiation-induced lung injury.

  6. Drug-induced pneumonitis must be considered in breast cancer patients receiving systemic therapy.

  7. Radiation recall pneumonitis can occur after a delayed triggering exposure.

  8. Organizing pneumonia may occur outside the radiation field.

  9. Dose-volume parameters provide more information than total prescribed dose alone.

  10. Follow-up CT is particularly useful when distinguishing resolving inflammation from persistent fibrotic remodeling.


The Most Important Imaging Algorithm



When Should the Patient Be Evaluated Urgently?

New or worsening respiratory symptoms after cancer treatment should not automatically be attributed to radiation pneumonitis.

Particularly important warning signs include:

  • Progressive dyspnea

  • Resting hypoxemia

  • Rapid respiratory deterioration

  • Persistent or recurrent fever

  • New extensive bilateral pulmonary abnormalities

  • Hemodynamic instability

  • Suspicion of pulmonary embolism

  • Significant decline in exercise tolerance

The supplied case appropriately emphasizes that worsening dyspnea or hypoxemia should prompt active evaluation rather than simple observation.


Conclusion

Radiation pneumonitis is not simply “pneumonia after radiation therapy.”

It is a clinical-radiologic diagnosis that emerges from the relationship between:

history + timing + CT morphology + spatial distribution + radiation field + exclusion of competing diagnoses.

In breast cancer patients, the most valuable CT clue is often the geographic, radiation-field-conforming distribution of GGO or consolidation.

But expert interpretation goes further.

The radiologist must determine:

Where is the abnormality?

When did it appear?

Does it correspond to the treatment field?

Is it inflammatory or fibrotic?

Could a drug, infection, embolism, or recurrent cancer explain it better?

The supplied case demonstrates why these questions matter. The patient's persistent cough, fever, and dyspnea could initially suggest infection, but the combination of recent radiotherapy and field-conforming right-lung abnormalities strongly supports radiation-induced lung injury.

Ultimately, the most useful radiologic principle is simple:

Do not interpret the opacity alone. Interpret the opacity in the context of the radiation field and the patient's treatment timeline.

That is the difference between recognizing a pulmonary opacity and recognizing radiation pneumonitis.

QUIZ 

1. A 55-year-old woman develops cough and dyspnea four weeks after breast radiotherapy. CT shows GGO and consolidation confined to the irradiated portion of the ipsilateral lung.

What is the most likely diagnosis?

A. Lymphangitic carcinomatosis
B. Viral pneumonia
C. Drug-induced pneumonitis
D. Radiation pneumonitis
E. Idiopathic pulmonary fibrosis

Answer: D. Radiation pneumonitis. Key reasoning: The combination of compatible timing and radiation-field-conforming abnormality is the strongest clue.


2. Which CT feature is most diagnostically useful for classic radiation pneumonitis?

A. Bilateral honeycombing
B. Multiple cavitary nodules
C. Radiation-field-conforming GGO or consolidation
D. Diffuse pleural effusion
E. Random pulmonary metastases

Answer: C


3. Which statement about radiation dose is most accurate?

A. Total prescribed dose alone determines pneumonitis risk.
B. V20 is irrelevant after breast radiotherapy.
C. Dose-volume parameters and irradiated lung volume should be considered.
D. CT findings cannot be related to radiation dose.
E. Mean lung dose has no clinical relevance.

Answer: C


FAQ

What is radiation pneumonitis?

Radiation pneumonitis is an inflammatory form of radiation-induced lung injury occurring after therapeutic radiation exposure.

What are the most common symptoms?

Dry cough, dyspnea, fever, fatigue, and reduced exercise tolerance are common clinical manifestations.

When does radiation pneumonitis occur after breast radiotherapy?

It commonly appears during the early-to-intermediate period after radiotherapy, although the exact timing varies among patients and treatment regimens.

What is the most important CT finding?

A GGO or consolidation that conforms geographically to the irradiated lung field is a key clue.

Is every GGO after radiotherapy radiation pneumonitis?

No. Infection, drug-induced pneumonitis, edema, tumor progression, pulmonary embolism, and other interstitial lung diseases must be considered.

Can radiation pneumonitis cause consolidation?

Yes. Consolidation may occur as part of the acute inflammatory response.

What is radiation fibrosis?

Radiation fibrosis represents later structural remodeling after radiation-induced lung injury and may include volume loss, architectural distortion, traction bronchiectasis, and fibrotic bands.

Can radiation pneumonitis occur outside the radiation field?

Classic radiation pneumonitis is usually field-related, but radiation-associated organizing pneumonia and radiation recall pneumonitis can produce atypical distributions.

Is MRI routinely used?

No. Chest CT is the principal imaging modality for evaluating pulmonary radiation injury.

Does radiation pneumonitis require steroids?

Not always. Treatment depends on symptoms and severity. Clinically significant disease may require corticosteroid therapy.

Can radiation pneumonitis recur?

Symptoms may recur during corticosteroid tapering, and delayed radiation-related phenomena such as radiation recall can also occur.

Is radiation pneumonitis dangerous?

Many cases are mild and resolve, but clinically significant disease can cause respiratory impairment and, in some patients, persistent fibrotic changes.

What radiation parameters are important?

Mean lung dose and dose-volume parameters such as V5 and V20 are commonly considered in radiation planning and toxicity assessment.

Can AI diagnose radiation pneumonitis?

AI may assist with detection, segmentation, longitudinal comparison, and dose-image analysis, but clinical diagnosis currently requires integration of imaging, treatment history, symptoms, and competing diagnoses.


REFERENCES

The uploaded case already contains eight references. I additionally verified the key DOI/metadata for the major references against PubMed.

  1. A. Yi, H. H. Kim, H. J. Shin, M. O. Huh, S. D. Ahn, and B. K. Seo, “Radiation-induced complications after breast cancer radiation therapy: A pictorial review of multimodality imaging findings,” Korean J. Radiol., vol. 10, no. 5, pp. 496–507, 2009, doi: 10.3348/kjr.2009.10.5.496.
  2. W. Jung, S. S. Shim, and K. Kim, “CT findings of acute radiation-induced pneumonitis in breast cancer,” Br. J. Radiol., vol. 94, no. 1124, 2021, Art. no. 20200997, doi: 10.1259/bjr.20200997.
  3. A. N. Hanania et al., “Radiation-induced lung injury: Assessment and management,” Chest, vol. 156, no. 1, pp. 150–162, 2019, doi: 10.1016/j.chest.2019.03.033.
  4. T. J. Bledsoe, S. K. Nath, and R. H. Decker, “Radiation pneumonitis,” Clin. Chest Med., vol. 38, no. 2, pp. 201–208, 2017, doi: 10.1016/j.ccm.2016.12.004.
  5. L. Giuranno, J. Ient, D. De Ruysscher, and M. A. Vooijs, “Radiation-induced lung injury (RILI),” Front. Oncol., vol. 9, 2019, Art. no. 877, doi: 10.3389/fonc.2019.00877.
  6. R. De Ruysscher et al., “Radiotherapy toxicity,” Nat. Rev. Dis. Primers, vol. 5, 2019, Art. no. 13, doi: 10.1038/s41572-019-0064-5.
  7. A. Palma et al., “Meta-analysis of incidence of early lung toxicity in 3-dimensional conformal irradiation of breast carcinomas,” Radiat. Oncol., vol. 8, 2013, Art. no. 268, doi: 10.1186/1748-717X-8-268.
  8. A. B. Ozgen et al., “Radiation pneumonitis in relation to pulmonary function, dosimetric factors, TGFβ1 expression, and quality of life in breast cancer patients receiving post-operative radiotherapy,” 2022/2023.
  9. “Imaging features of radiation-induced lung disease and its relationship with clinical and dosimetric factors in breast cancer patients,” Radiation Oncology/related indexed literature, 2023. The study reported associations between chronic CT changes and dose-volume parameters including V5, V20, V30, and V40.
  10. R. Egashira et al., “CT findings of lung injury during breast cancer treatment,” Korean J. Radiol., vol. 25, no. 9, pp. 843–850, 2024.
  11. S. F. Lee et al., “Randomised controlled trials on radiation dose fractionation in breast cancer: systematic review and meta-analysis with emphasis on side effects and cosmesis,” BMJ, vol. 386, 2024, Art. no. e079089, doi: 10.1136/bmj-2023-079089.

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