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EN
Use of Artificial Intelligence in Breast Cancer: Current Approach
Öz
Breast cancer is one of the most common types of cancer among women worldwide and is still a major cause of death. More than 2 million women are diagnosed with breast cancer annually. Artificial intelligence has great potential in breast cancer diagnosis, treatment, and management. In addition to traditional imaging techniques, the analysis of genetic data is used by artificial intelligence in the process of breast cancer diagnosis. In addition, artificial intelligence plays an important role in treatment planning and follow-up of patients. Data analytics and extensive data integration also contribute to developments in this field. However, the audit and ethical responsibilities of artificial intelligence applications should be considered.
Anahtar Kelimeler
Kaynakça
- 1. Bray F, Ferlay J, Soerjomataram I, Siegel RL, Torre LA, Jemal A. Global cancer statistics 2018: GLOBOCAN estimates of incidence and mortality worldwide for 36 cancers in 185 countries. CA Cancer J Clin. 2018;68(6):394-424.
- 2. Aresta G, Araújo T, Kwok S, Chennamsetty SS, Safwan M, Alex V, et al. BACH: Grand challenge on breast cancer histology images. Med Image Anal. 2019;56:122-39.
- 3. La Porta CA, Zapperi S. Artificial intelligence in breast cancer diagnostics. Cell Rep Med. 2022;3(12):100851.
- 4. Gouri A, Benarba B, Dekaken A, Aoures H, Benharkat S. Prediction of Late Recurrence and Distant Metastasis in Early-stage Breast Cancer: Overview of Current and Emerging Biomarkers. Curr Drug Targets. 2020;21(10):1008-25.
- 5. Wu Q, Li J, Zhu S, Wu J, Chen C, Liu Q, et al. Breast cancer subtypes predict the preferential site of distant metastases: a SEER based study. Oncotarget. 2017;8(17):27990-6.
- 6. Liu X, Zhang D, Liu Z, Li Z, Xie P, Sun K, et al. Deep learning radiomics-based prediction of distant metastasis in patients with locally advanced rectal cancer after neoadjuvant chemoradiotherapy: A multicentre study. EBioMedicine. 2021;69:103442.
- 7. Tian L, Zhang D, Bao S, Nie P, Hao D, Liu Y, et al. Radiomics-based machine-learning method for prediction of distant metastasis from soft-tissue sarcomas. Clin Radiol. 2021;76(2):158.e19-.e25.
- 8. Liu Z, Meng X, Zhang H, Li Z, Liu J, Sun K, et al. Predicting distant metastasis and chemotherapy benefit in locally advanced rectal cancer. Nat Commun. 2020;11(1):4308.
Ayrıntılar
Birincil Dil
İngilizce
Konular
Genel Cerrahi
Bölüm
Derleme
Yazarlar
Yayımlanma Tarihi
16 Ocak 2024
Gönderilme Tarihi
19 Ekim 2023
Kabul Tarihi
27 Ekim 2023
Yayımlandığı Sayı
Yıl 2024 Cilt: 46 Sayı: 1
APA
Yılmaz, A. Ş. (2024). Use of Artificial Intelligence in Breast Cancer: Current Approach. Osmangazi Tıp Dergisi, 46(1), 151-155. https://doi.org/10.20515/otd.1378212
AMA
1.Yılmaz AŞ. Use of Artificial Intelligence in Breast Cancer: Current Approach. Osmangazi Tıp Dergisi. 2024;46(1):151-155. doi:10.20515/otd.1378212
Chicago
Yılmaz, Arda Şakir. 2024. “Use of Artificial Intelligence in Breast Cancer: Current Approach”. Osmangazi Tıp Dergisi 46 (1): 151-55. https://doi.org/10.20515/otd.1378212.
EndNote
Yılmaz AŞ (01 Ocak 2024) Use of Artificial Intelligence in Breast Cancer: Current Approach. Osmangazi Tıp Dergisi 46 1 151–155.
IEEE
[1]A. Ş. Yılmaz, “Use of Artificial Intelligence in Breast Cancer: Current Approach”, Osmangazi Tıp Dergisi, c. 46, sy 1, ss. 151–155, Oca. 2024, doi: 10.20515/otd.1378212.
ISNAD
Yılmaz, Arda Şakir. “Use of Artificial Intelligence in Breast Cancer: Current Approach”. Osmangazi Tıp Dergisi 46/1 (01 Ocak 2024): 151-155. https://doi.org/10.20515/otd.1378212.
JAMA
1.Yılmaz AŞ. Use of Artificial Intelligence in Breast Cancer: Current Approach. Osmangazi Tıp Dergisi. 2024;46:151–155.
MLA
Yılmaz, Arda Şakir. “Use of Artificial Intelligence in Breast Cancer: Current Approach”. Osmangazi Tıp Dergisi, c. 46, sy 1, Ocak 2024, ss. 151-5, doi:10.20515/otd.1378212.
Vancouver
1.Arda Şakir Yılmaz. Use of Artificial Intelligence in Breast Cancer: Current Approach. Osmangazi Tıp Dergisi. 01 Ocak 2024;46(1):151-5. doi:10.20515/otd.1378212