Deep Learning Mechanism for Predicting the Axillary Lymph Node Metastasis in Patients with Primary Breast Cancer

The second largest cause of mortality worldwide is breast cancer, and it mostly occurs in women. Early diagnosis has improved further treatments and reduced the level of mortality. A unique deep learning algorithm is presented for predicting breast cancer in its early stages. This method utilizes nu...

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Veröffentlicht in:	BioMed research international 2022, Vol.2022 (1), p.8616535-8616535
Hauptverfasser:	Ashokkumar, N., Meera, S., Anandan, P., Murthy, Mantripragada Yaswanth Bhanu, Kalaivani, K. S., Alahmadi, Tahani Awad, Alharbi, Sulaiman Ali, Raghavan, S. S., Jayadhas, S. Arockia
Format:	Artikel
Sprache:	eng
Schlagworte:	Algorithms Artificial intelligence Artificial neural networks Automation Biopsy Breast cancer Breast Neoplasms - diagnosis Breast Neoplasms - pathology Cancer therapies Complications and side effects Data mining Datasets Deep Learning Diagnosis Female Health care facilities Humans Lymph nodes Lymph Nodes - pathology Lymphatic metastasis Lymphatic Metastasis - pathology Lymphatic system Machine learning Magnetic resonance imaging Mammography Medical imaging Medical prognosis Metastases Metastasis Mortality Neural networks Patients Radial basis function Reproducibility of Results Sensitivity Sensitivity and Specificity Statistical analysis Tumors Ultrasonic imaging Womens health
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