Case Series
Volume: 8 | Issue: 8 | Published: Sep 18, 2024 | Pages: 185 - 191 | DOI: 10.24911/ejmcr.173-1722347499
Innovations in breast cancer detection: analyzing three clinical case reports to assess the Genius AITM Detection Solution
Authors: Rani Singh , Sharath Kandhi , Ashwini Kshirsagar , Terri-Ann Gizienski
Article Info
Authors
Rani Singh
Clinical Affairs, Breast and Skeletal Health, Hologic Inc, Marlborough, MA, USA
Sharath Kandhi
Clinical Affairs, Breast and Skeletal Health, Hologic Inc, Marlborough, MA, USA
Ashwini Kshirsagar
Research and Development, Breast and Skeletal Health, Hologic Inc, Marlborough, MA, USA
Terri-Ann Gizienski
Clinical Breast Imaging Division, Department of Radiology, University of Pittsburgh, Pittsburgh, PA, USA.
Publication History
Received: July 30, 2024
Revised: August 19, 2024
Accepted: August 21, 2024
Published: September 18, 2024
Abstract
Background: This case series highlights the role of Hologic Genius AI™ Detection solution in improving breast cancer detection rates. Through AI-driven technology, Genius AI Detection solution enhances the accuracy and efficiency of identifying suspicious breast lesions, leading to early diagnosis and intervention. By leveraging deep learning algorithms, Genius AI Detection solution provides actionable computer-aided detection (CAD) findings in identifying and aiding in the interpretation of potential abnormalities in breast tomosynthesis images. It also helps prioritize cases to potentially improve reading efficiency ultimately impacting breast imaging and patient care.
Case Presentation: We present three challenging cases from a routine screening population, wherein patients flagged as high-priority or suspicious for malignancy by Genius AI Detection solution were subsequently diagnosed with invasive ductal carcinoma (IDC), ductal carcinoma in situ (DCIS), and invasive lobular carcinoma that were all validated through biopsy and histopathological examination. We demonstrate the clinical utility of Hologic Genius AI Detection solution in detecting various types of breast cancers, including DCIS in a young patient with dense breast tissue and a family history of breast cancer, IDC in a patient with scattered fibroglandular densities and no family history, and invasive lobular carcinoma in a patient with similar breast density characteristics and no family history of breast cancer.
Conclusion: The cases exemplify how Hologic Genius AI Detection solution can potentially improve breast cancer detection in clinical practice.
Keywords: Artificial intelligence, breast cancer, mammography, Genius AI Detection, Hologic, green
Pubmed Style
Rani Singh, Sharath Kandhi, Ashwini Kshirsagar, Terri-Ann Gizienski. Innovations in breast cancer detection: analyzing three clinical case reports to assess the Genius AI<sup>TM</sup> Detection Solution. EJMCR. 2024; 18 (September 2024): 185-191. doi:10.24911/ejmcr.173-1722347499
Web Style
Rani Singh, Sharath Kandhi, Ashwini Kshirsagar, Terri-Ann Gizienski. Innovations in breast cancer detection: analyzing three clinical case reports to assess the Genius AI<sup>TM</sup> Detection Solution. https://ejmcr.com/articles/1234 [Access: December 25, 2024]. doi:10.24911/ejmcr.173-1722347499
AMA (American Medical Association) Style
Rani Singh, Sharath Kandhi, Ashwini Kshirsagar, Terri-Ann Gizienski. Innovations in breast cancer detection: analyzing three clinical case reports to assess the Genius AI<sup>TM</sup> Detection Solution. EJMCR. 2024; 18 (September 2024): 185-191. doi:10.24911/ejmcr.173-1722347499
Vancouver/ICMJE Style
Rani Singh, Sharath Kandhi, Ashwini Kshirsagar, Terri-Ann Gizienski. Innovations in breast cancer detection: analyzing three clinical case reports to assess the Genius AI<sup>TM</sup> Detection Solution. EJMCR. (2024), [cited December 25, 2024]; 18 (September 2024): 185-191. doi:10.24911/ejmcr.173-1722347499
Harvard Style
Rani Singh, Sharath Kandhi, Ashwini Kshirsagar, Terri-Ann Gizienski (2024) Innovations in breast cancer detection: analyzing three clinical case reports to assess the Genius AI<sup>TM</sup> Detection Solution. EJMCR, 18 (September 2024): 185-191. doi:10.24911/ejmcr.173-1722347499
Chicago Style
Rani Singh, Sharath Kandhi, Ashwini Kshirsagar, Terri-Ann Gizienski. "Innovations in breast cancer detection: analyzing three clinical case reports to assess the Genius AI<sup>TM</sup> Detection Solution." 18 (2024), 185-191. doi:10.24911/ejmcr.173-1722347499
MLA (The Modern Language Association) Style
Rani Singh, Sharath Kandhi, Ashwini Kshirsagar, Terri-Ann Gizienski. "Innovations in breast cancer detection: analyzing three clinical case reports to assess the Genius AI<sup>TM</sup> Detection Solution." 18.September 2024 (2024), 185-191. Print. doi:10.24911/ejmcr.173-1722347499
APA (American Psychological Association) Style
Rani Singh, Sharath Kandhi, Ashwini Kshirsagar, Terri-Ann Gizienski (2024) Innovations in breast cancer detection: analyzing three clinical case reports to assess the Genius AI<sup>TM</sup> Detection Solution. , 18 (September 2024), 185-191. doi:10.24911/ejmcr.173-1722347499