Ravi K. Samala

Mass detection in digital breast tomosynthesis: Deep convolutional neural network with transfer learning from mammography

Ravi K. Samala, Heang‐Ping Chan, Lubomir M. Hadjiiski et al. · Medical Physics · 2016 · 287 citations · Full text

Urinary bladder segmentation in CT urography using deep‐learning convolutional neural network and level sets

H. Kenny, Lubomir M. Hadjiiski, Ravi K. Samala et al. · Medical Physics · 2016 · 241 citations · Full text

Multi-task transfer learning deep convolutional neural network: application to computer-aided diagnosis of breast cancer on mammograms

Ravi K. Samala, Heang‐Ping Chan, Lubomir M. Hadjiiski et al. · Physics in Medicine and Biology · 2017 · 230 citations · Full text

Convolutional Neural Network, Multiple Instance Learning, Engineering +19

Breast Cancer Diagnosis in Digital Breast Tomosynthesis: Effects of Training Sample Size on Multi-Stage Transfer Learning Using Deep Neural Nets

Ravi K. Samala, Heang‐Ping Chan, Lubomir M. Hadjiiski et al. · IEEE Transactions on Medical Imaging · 2018 · 230 citations

Convolutional Neural Network, Engineering, Machine Learning +23

Bladder Cancer Treatment Response Assessment in CT using Radiomics with Deep-Learning

H. Kenny, Lubomir M. Hadjiiski, Heang‐Ping Chan et al. · Scientific Reports · 2017 · 211 citations · Full text

Computed Tomography, Engineering, Machine Learning +18