What evidence supports the specific quantitative claims about contrast‑enhanced ultrasound (CEUS) in lung cancer—including diagnostic accuracy comparable to contrast‑enhanced CT for peripheral lesions, CPI‑derived inter‑observer variability improvements, arrival‑time thresholds distinguishing bronchial versus pulmonary arterial supply, multi‑parameter logistic model C‑statistics, CEUS performance in differentiating central tumors from obstructive atelectasis, and CEUS‑guided biopsy success rates | Rounds What evidence supports the specific quantitative claims about contrast‑enhanced ultrasound (CEUS) in lung cancer—including diagnostic accuracy comparable to contrast‑enhanced CT for peripheral lesions, CPI‑derived inter‑observer variability improvements, arrival‑time thresholds distinguishing bronchial versus pulmonary arterial supply, multi‑parameter logistic model C‑statistics, CEUS performance in differentiating central tumors from obstructive atelectasis, and CEUS‑guided biopsy success rates | Rounds
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What evidence supports the specific quantitative claims about contrast‑enhanced ultrasound (CEUS) in lung cancer—including diagnostic accuracy comparable to contrast‑enhanced CT for peripheral lesions, CPI‑derived inter‑observer variability improvements, arrival‑time thresholds distinguishing bronchial versus pulmonary arterial supply, multi‑parameter logistic model C‑statistics, CEUS performance in differentiating central tumors from obstructive atelectasis, and CEUS‑guided biopsy success rates

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Last updated: May 30, 2026 · View editorial policy

Contrast-Enhanced Ultrasound (CEUS) Evidence in Lung Cancer

CEUS has published quantitative data supporting several lung-cancer–relevant use cases, including central-tumor vs obstructive atelectasis differentiation and CEUS-guided biopsy performance with ROSE. [1]

However, multiple requested specific quantitative claims (including “CPI-derived inter-observer variability improvements,” “multi-parameter logistic model C-statistics,” and “CEUS diagnostic accuracy comparable to contrast-enhanced CT specifically for peripheral lung cancer lesions” with matched metrics) were not located in the available sources with extractable values. [1]

Diagnostic Accuracy for Peripheral Lesions Comparable to Contrast-Enhanced CT

A CEUS diagnostic performance study of peripheral pulmonary lesions reported sensitivity 95% for CEUS and sensitivity 97% for CT. [2]
A contemporaneous focus on “peripheral pulmonary focal lesions” and biopsy accuracy exists, but it does not provide the requested direct CT-comparable diagnostic accuracy for peripheral lung cancer lesions in the same format as the claim requires. [3]

Comparison with the cited references: the specific CT-matched quantitative claim cannot be verified because the cited reference list was not provided. [2]

Arrival-Time Thresholds for Bronchial vs Pulmonary Arterial Supply

A CEUS lung review states that contrast appearing within the lung from 2 to 6 seconds suggests pulmonary arterial origin, and contrast appearing later than 6 seconds suggests systemic bronchial arterial supply. [4]

A review focused on arrival-time cutoffs notes that enhancement before 6 seconds is an exception supporting bronchial vs pulmonary arterial discrimination. [5]

Comparison with the cited references: the exact requested “arrival-time thresholds” could be supported for the 6-second boundary concept, but additional requested threshold values (e.g., specific cutoffs beyond 6 seconds) were not extractable from the located sources as a lung-cancer–specific dataset. [4]

CEUS Performance: Central Tumors vs Obstructive Atelectasis

A study evaluating CEUS in central lung cancer with obstructive atelectasis reported that CEUS increased diagnostic performance of CECT from 75.9% to 92.6% for demarcation of central lung cancer in the presence of tumor-associated obstructive atelectasis. [1]

Comparison with the cited references: the quantitative values above were directly present in the located source and therefore can be compared to any matching cited reference values once the reference is supplied. [1]

CEUS-Guided Biopsy Success with ROSE

In peripheral pulmonary focal lesions, CEUS combined with rapid on-site evaluation (ROSE) was reported to improve puncture sampling outcomes, with CEUS-guided puncture success 97.6% (41/42) and a stated advantage versus conventional ultrasound guidance. [3]

A separate percutaneous biopsy guidance study reported diagnostic success 96.3% (CEUS group) vs 80% (US group), supporting CEUS selection for viable tissue sampling in peripheral lesions. [6]

Comparison with the cited references: ROSE-linked biopsy success values were located for at least one peripheral focal lesion CEUS+ROSE dataset, but the exact ROSE-associated success rate claimed in the question cannot be matched to a “cited reference” without the reference list. [3]

CPI-Derived Inter-Observer Variability Improvements

No source was located that specifically reports CPI-derived inter-observer variability improvements in CEUS for lung cancer with extractable quantitative outcomes. [7]

A CPI-related inter-observer variability dataset was located for liver focal lesions, which does not support the lung-cancer CPI claim. [7]

Comparison with the cited references: verification against the cited lung-cancer CPI reference is not possible without the reference details. [7]

Multi-Parameter Logistic Model Performance (C-Statistics)

No located source provided extractable C-statistics for a multi-parameter logistic model in lung cancer using CEUS features matching the requested claim. [8]

A systematic review acknowledges use of time-based indices and complex multi-parameter models in quantitative CEUS, but the located extractable content did not include the requested C-statistic values for the specific claim. [8]

Comparison with the cited references: verification cannot be performed because the cited model and reference details were not provided. [8]

What Can Be Concluded Versus the Requested Quantitative Claims

  • Supported with extractable quantitative values:
  • Central lung cancer vs obstructive atelectasis improvement (CEUS with added performance on top of CECT from 75.9% to 92.6%). [1]
  • CEUS+ROSE puncture success (97.6% (41/42)) in peripheral pulmonary focal lesions. [3]
  • Arrival-time supply discrimination concept using the 6-second boundary (2–6 seconds pulmonary arterial origin; >6 seconds bronchial arterial origin). [4]

  • Not verified with extractable quantitative values in the located sources:

  • Peripheral lung cancer CEUS diagnostic accuracy “comparable to contrast-enhanced CT” in the specific quantitative format requested. [2]
  • CPI-derived inter-observer variability improvements in lung cancer. [7]
  • Multi-parameter logistic model C-statistics. [8]

Required Information to Perform a Direct “Compare with the Cited References” Audit

The cited reference list (authors, year, and paper titles or DOIs/PMIDs) is required to map each requested quantitative claim to its source and confirm whether the reported numbers match the cited studies. [1]

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