Classification of benign and malignant subtypes of breast cancer histopathology imaging using hybrid CNN-LSTM based transfer learning.

Srikantamurthy, Mahati Munikoti; Rallabandi, V P Subramanyam; Dudekula, Dawood Babu; Natarajan, Sathishkumar; Park, Junhyung

Srikantamurthy, Mahati Munikoti; Rallabandi, V P Subramanyam; Dudekula, Dawood Babu; Natarajan, Sathishkumar; Park, Junhyung.

Affiliation

Srikantamurthy MM; 3BIGS Omicscore Pvt. Ltd., 909 Lavelle Building, Richmond Circle, Bangalore, 560025, India.
Rallabandi VPS; 3BIGS Omicscore Pvt. Ltd., 909 Lavelle Building, Richmond Circle, Bangalore, 560025, India.
Dudekula DB; 3BIGS Omicscore Pvt. Ltd., 909 Lavelle Building, Richmond Circle, Bangalore, 560025, India.
Natarajan S; 3BIGS Co. Ltd, 156, B-831, Geumgang Penterium IX Tower, Hwaseong, 18469, Republic of Korea.
Park J; 3BIGS Co. Ltd, 156, B-831, Geumgang Penterium IX Tower, Hwaseong, 18469, Republic of Korea. jhpark@3bigs.com.

BMC Med Imaging ; 23(1): 19, 2023 01 30.

Article in En | MEDLINE | ID: mdl-36717788

Subject(s)

Breast Neoplasms; Humans; Female; Breast Neoplasms/diagnostic imaging; Breast Neoplasms/pathology; Neural Networks, Computer; Diagnostic Imaging; Algorithms; Machine Learning

Key words

Breast cancer; Deep learning; Histopathology; Image classification

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Full text: 1 Collection: 01-internacional Database: MEDLINE Main subject: Breast Neoplasms Type of study: Diagnostic_studies / Prognostic_studies Limits: Female / Humans Language: En Journal: BMC Med Imaging Journal subject: DIAGNOSTICO POR IMAGEM Year: 2023 Document type: Article Affiliation country: India Country of publication: United kingdom

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