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Published on: April 11, 2019
Comparative Effectiveness of Tumor Response Assessment Methods: Standard of Care Versus Computer-Assisted Response
Brian C Allen1, Edward Florez1, Reza Sirous1
1Brian C. Allen, Duke University Medical Center, Durham, NC; Edward Florez, Reza Sirous, Seth T. Lirette, Michael Griswold, Candace M. Howard-Claudio, J. Clark Henegan, Judd Storrs, and Andrew D. Smith, University of Mississippi Medical Center, Jackson, MS; Erick M. Remer and Brian Rini, The Cleveland Clinic; Amit Vasanji, ImageIQ, Cleveland; Jacob E. Bieszczad, University of Toledo Medical Center, Toledo, OH; Zhen J. Wang, University of California at San Francisco Medical Center, San Francisco, CA; Kelly L. Cox and Sadhna B. Nandwana, Emory University School of Medicine, Atlanta, GA; Ajit H. Goenka, The Mayo Clinic, Rochester, MN; Hyunseon C. Kang, University of Texas MD Anderson Cancer Center, Houston, TX; Rupan Sanyal, University of Alabama at Birmingham Medical Center, Birmingham, AL; Atul B. Shinagare, Dana-Farber Cancer Institute/Brigham and Women's Hospital, Harvard University, Boston, MA; Matthew S. Davenport, University of Michigan Health System, Ann Arbor, MI; and Balaji Ganeshan, University College of London, London, United Kingdom.
Computer-assisted response evaluation (CARE) significantly reduced errors and evaluation time compared to manual methods for metastatic tumor response assessment. This demonstrates CARE
Area of Science:
- Radiology
- Medical Imaging Analysis
- Oncology
Background:
- Accurate tumor response evaluation is critical for guiding cancer treatment.
- Manual assessment of metastatic tumor response using computed tomography (CT) can be time-consuming and prone to errors.
Purpose of the Study:
- To compare the effectiveness of computer-assisted response evaluation (CARE) versus manual methods for assessing metastatic tumor response via CT.
Main Methods:
- A retrospective study evaluated 20 patients with metastatic renal cell carcinoma using paired baseline and post-therapy CT scans.
- Readers independently assessed tumor response using manual methods (standard of care) and CARE, which included automated features.
- Error rates and mean patient evaluation times were compared between the two methods.
Main Results:
- CARE demonstrated a 0.0% error rate, significantly lower than the 30.5% error rate associated with the manual method (P < .001).
- The mean evaluation time for CARE was 6.4 minutes, which was twice as fast as the manual method (13.1 minutes; P < .001).
Conclusions:
- Computer-assisted response evaluation (CARE) is more effective than manual methods for assessing metastatic tumor response.
- CARE reduces errors and evaluation time, improving the overall efficiency and accuracy of tumor response assessment in oncology.
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