Ensemble Transfer Learning of Elastography and B-mode Breast Ultrasound Images

no code implementations • 17 Feb 2021 • Sampa Misra, Seungwan Jeon, Ravi Managuli, Seiyon Lee, Gyuwon Kim, Seungchul Lee, Richard G Barr, Chulhong Kim

Here, we present an ensemble transfer learning model to classify benign and malignant breast tumors using B-mode breast US (B-US) and strain elastography breast US (SE-US) images.

Ensemble Learning Specificity +1

Multi-Channel Transfer Learning of Chest X-ray Images for Screening of COVID-19

no code implementations • 12 May 2020 • Sampa Misra, Seungwan Jeon, Seiyon Lee, Ravi Managuli, Chulhong Kim

Since the presentation of COVID-19 in chest X-rays is varied in features and specialization in reading COVID-19 chest X-rays are required thus limiting its use for diagnosis.

Transfer Learning